Ausgabe 1/2021
Inhalt (325 Artikel)
CNFE-SE: a novel approach combining complex network-based feature engineering and stacked ensemble to predict the success of intrauterine insemination and ranking the features
Sima Ranjbari, Toktam Khatibi, Ahmad Vosough Dizaji, Hesamoddin Sajadi, Mehdi Totonchi, Firouzeh Ghaffari
Effectiveness of IT-based interventions on self-management in adult kidney transplant recipients: a systematic review
Saeid Eslami, Farnaz Khoshrounejad, Reza Golmakani, Zhila Taherzadeh, Fariba Tohidinezhad, Sayyed Mostafa Mostafavi, Raheleh Ganjali
Generating real-world evidence from unstructured clinical notes to examine clinical utility of genetic tests: use case in BRCAness
Yiqing Zhao, Saravut J. Weroha, Ellen L. Goode, Hongfang Liu, Chen Wang
Usability evaluation of an integrated electronic medication management system implemented in an oncology setting using the unified theory of acceptance and use of technology
Racha Dabliz, Simon K. Poon, Angus Ritchie, Rosemary Burke, Jonathan Penm
Predicting cardiovascular health trajectories in time-series electronic health records with LSTM models
Aixia Guo, Rahmatollah Beheshti, Yosef M. Khan, James R. Langabeer II, Randi E. Foraker
Evaluating performance of health care facilities at meeting HIV-indicator reporting requirements in Kenya: an application of K-means clustering algorithm
Milka Bochere Gesicho, Martin Chieng Were, Ankica Babic
ReportFlow: an application for EEG visualization and reporting using cloud platform
S. Bertuccio, G. Tardiolo, F. M. Giambò, G. Giuffrè, R. Muratore, C. Settimo, A. Raffa, S. Rigano, A. Bramanti, N. Muscarà, M. C. De Cola
A revealed preference analysis to develop composite scores approximating lung allocation policy in the U.S
Darren E. Stewart, Dallas W. Wood, James B. Alcorn, Erika D. Lease, Michael Hayes, Brett Hauber, Rebecca E. Goff
An innovative strategy for standardized, structured, and interoperable results in ophthalmic examinations
Yongseok Mun, Jooyoung Kim, Kyoung Jin Noh, Soochahn Lee, Seok Kim, Soyoung Yi, Kyu Hyung Park, Sooyoung Yoo, Dong Jin Chang, Sang Jun Park
Hospital acquired pressure injury prediction in surgical critical care patients
Jenny Alderden, Kathryn P. Drake, Andrew Wilson, Jonathan Dimas, Mollie R. Cummins, Tracey L. Yap
Attitude of nursing students following the implementation of comprehensive computer-based nursing process in medical surgical internship: a quasi-experimental study
Kobra Parvan, Fahimeh Alsadat Hosseini, Madineh Jasemi, Brian Thomson
Mapping evidence of mobile health technologies for disease diagnosis and treatment support by health workers in sub-Saharan Africa: a scoping review
Ernest Osei, Desmond Kuupiel, Portia Nelisiwe Vezi, Tivani P. Mashamba-Thompson
Exploring factors that affect the uptake and sustainability of videoconferencing for healthcare provision for older adults in care homes: a realist evaluation
Louise Newbould, Steven Ariss, Gail Mountain, Mark S. Hawley
Applying probability calibration to ensemble methods to predict 2-year mortality in patients with DLBCL
Shuanglong Fan, Zhiqiang Zhao, Hongmei Yu, Lei Wang, Chuchu Zheng, Xueqian Huang, Zhenhuan Yang, Meng Xing, Qing Lu, Yanhong Luo
Computational analysis to repurpose drugs for COVID-19 based on transcriptional response of host cells to SARS-CoV-2
Fuhai Li, Andrew P. Michelson, Randi Foraker, Ming Zhan, Philip R. O. Payne
Explanation and prediction of clinical data with imbalanced class distribution based on pattern discovery and disentanglement
Pei-Yuan Zhou, Andrew K. C. Wong
Computational Barthel Index: an automated tool for assessing and predicting activities of daily living among nursing home patients
Janusz Wojtusiak, Negin Asadzadehzanjani, Cari Levy, Farrokh Alemi, Allison E. Williams
Socioeconomic and behavioural factors associated with access to and use of Personal Health Records
Ivana Paccoud, Michèle Baumann, Etienne Le Bihan, Benoît Pétré, Mareike Breinbauer, Philip Böhme, Louis Chauvel, Anja K. Leist
Determinants of successful guideline implementation: a national cross-sectional survey
Ying-hui Jin, Li-Ming Tan, Khalid S. Khan, Tong Deng, Chao Huang, Fei Han, Jing Zhang, Qiao Huang, Di Huang, Dan-qi Wang, Yu Wang, Xian-tao Zeng, Qiang Wang, Xing-huan Wang
Laboratory test ordering in inpatient hospitals: a systematic review on the effects and features of clinical decision support systems
Sahar Zare, Zahra Meidani, Mohammad Shirdeli, Ehsan Nabovati
Perception of healthcare workers on mobile app-based clinical guideline for the detection and treatment of mental health problems in primary care: a qualitative study in Nepal
P. Pokhrel, R. Karmacharya, T. Taylor Salisbury, K. Carswell, B. A. Kohrt, M. J. D. Jordans, H. Lempp, G. Thornicroft, N. P. Luitel
A multi-level hypoglycemia early alarm system based on sequence pattern mining
Xia Yu, Ning Ma, Tao Yang, Yawen Zhang, Qing Miao, Junjun Tao, Hongru Li, Yiming Li, Yehong Yang
Development and feasibility of a mobile phone application designed to support physically inactive employees to increase walking
Joanna Catherine Nicholas, Nikos Ntoumanis, Brendan John Smith, Eleanor Quested, Emmanuel Stamatakis, Cecilie Thøgersen-Ntoumani
Factors influencing healthcare providers’ attitude and willingness to use information technology in diabetes management
Binyam Tariku Seboka, Tesfahun Melese Yilma, Abraham Yeneneh Birhanu
Association of shared decision making with inpatient satisfaction: a cross-sectional study
Huiwen Luo, Guohua Liu, Jing Lu, Di Xue
Fetal birthweight prediction with measured data by a temporal machine learning method
Jing Tao, Zhenming Yuan, Li Sun, Kai Yu, Zhifen Zhang
Text classification models for the automatic detection of nonmedical prescription medication use from social media
Mohammed Ali Al-Garadi, Yuan-Chi Yang, Haitao Cai, Yucheng Ruan, Karen O’Connor, Gonzalez-Hernandez Graciela, Jeanmarie Perrone, Abeed Sarker
Routine health information system utilization for evidence-based decision making in Amhara national regional state, northwest Ethiopia: a multi-level analysis
Moges Asressie Chanyalew, Mezgebu Yitayal, Asmamaw Atnafu, Binyam Tilahun
CardioNet: a manually curated database for artificial intelligence-based research on cardiovascular diseases
Imjin Ahn, Wonjun Na, Osung Kwon, Dong Hyun Yang, Gyung-Min Park, Hansle Gwon, Hee Jun Kang, Yeon Uk Jeong, Jungsun Yoo, Yunha Kim, Tae Joon Jun, Young-Hak Kim
Development of a decision support intervention for family members of adults who lack capacity to consent to trials
Victoria Shepherd, Fiona Wood, Richard Griffith, Mark Sheehan, Kerenza Hood
Are health websites credible enough for elderly self-education in the most prevalent elderly diseases?
Saeideh Valizadeh-Haghi, Shahabedin Rahmatizadeh, Ali Soleimaninejad, Seyedeh Fatemeh Mousavi Shirazi, Parisa Mollaei
Use of a quantitative data report in a hypothetical decision scenario for health policymaking: a computer-assisted laboratory study
Pamela Wronski, Michel Wensing, Sucheta Ghosh, Lukas Gärttner, Wolfgang Müller, Jan Koetsenruijter
Automated detection of colorectal tumors based on artificial intelligence
Kwang-Sig Lee, Sang-Hyuk Son, Sang-Hyun Park, Eun Sun Kim
Use and preferences regarding internet-based health care delivery in patients with chronic kidney disease
Lena Schiffer, Raoul Gertges, Mariel Nöhre, Elisabeth Schieffer, Uwe Tegtbur, Lars Pape, Martina de Zwaan, Mario Schiffer
Designing a national model for assessment of nursing informatics competency
Mehrdad Farzandipour, Hashem Mohamadian, Hossein Akbari, Samira Safari, Reihane Sharif
The most used questionnaires for evaluating telemedicine services
Sadrieh Hajesmaeel-Gohari, Kambiz Bahaadinbeigy
Linkage of Australian national registry data using a statistical linkage key
Tim G. Coulson, Michael Bailey, Chris Reid, Gil Shardey, Jenni Williams-Spence, Sue Huckson, Shaila Chavan, David Pilcher
Prediction of adverse drug reactions based on knowledge graph embedding
Fei Zhang, Bo Sun, Xiaolin Diao, Wei Zhao, Ting Shu
Development of a novel mobile application, HBB Prompt, with human factors and user-centred design for Helping Babies Breathe skills retention in Uganda
Natalie Hoi-Man Chan, Hasan S. Merali, Niraj Mistry, Ryan Kealey, Douglas M. Campbell, Shaun K. Morris, Santorino Data
EMS utilization predictors in a Mobile Integrated Health (MIH) program
Luis M. Pinet-Peralta, Lukas J. Glos, Evan Sanna, Brian Frankel, Ernest Lindqvist
Quality and readability of web-based Arabic health information on periodontal disease
Mohammed Sultan Al-Ak’hali, Hytham N. Fageeh, Esam Halboub, Mohammed Nasser Alhajj, Zaihan Ariffin
Discrepancies in decision making preferences between parents and surgeons in pediatric surgery
Erica M. Carlisle, Caleb J. Klipowicz, Laura A. Shinkunas, Aaron M. Scherer, Lauris C. Kaldjian
An empirical analysis of dealing with patients who are lost to follow-up when developing prognostic models using a cohort design
Jenna M. Reps, Peter Rijnbeek, Alana Cuthbert, Patrick B. Ryan, Nicole Pratt, Martijn Schuemie
Do people have differing motivations for participating in a stated-preference study? Results from a latent-class analysis
Ilene L. Hollin, Ellen Janssen, Marcella A. Kelley, John F. P. Bridges
Predicting COVID-19 disease progression and patient outcomes based on temporal deep learning
Chenxi Sun, Shenda Hong, Moxian Song, Hongyan Li, Zhenjie Wang
Correction to: WeChat-based intervention to support breastfeeding for Chinese mothers: protocol of a randomised controlled trial
Li Tang, Andy H. Lee, Colin W. Binns, Lian Duan, Yi Liu, Chunrong Li
Making sense of DialysisConnect: a qualitative analysis of stakeholder viewpoints on a web-based information exchange platform to improve care transitions between dialysis clinics and hospitals
Ann E. Vandenberg, Bernard G. Jaar, Kyle P. James, Janice Lea, Christopher O’Donnell, Tahsin Masud, Rich Mutell, Laura C. Plantinga
Assessing the effect of virtual education on information literacy competency for evidence-based practice among the undergraduate nursing students
Maryam Shamsaee, Parvin Mangolian shahrbabaki, Leila Ahmadian, Jamileh Farokhzadian, Farhad Fatehi
Isotypes of autoantibodies against novel differential 4-hydroxy-2-nonenal-modified peptide adducts in serum is associated with rheumatoid arthritis in Taiwanese women
Kai-Leun Tsai, Che-Chang Chang, Yu-Sheng Chang, Yi-Ying Lu, I-Jung Tsai, Jin-Hua Chen, Sheng-Hong Lin, Chih-Chun Tai, Yi-Fang Lin, Hui-Wen Chang, Ching-Yu Lin, Emily Chia-Yu Su
Construction of exchange integrated information chain management model leading by information nurse for large instrument and equipment in operating room
Jinghua Dai, Xiaoqiang Ren, Peng Wu, Xiangdong Wang, Jiang Li, Haiyan Bian, Lingai Ren, Chunmei Wu
Performance evaluation of case definitions of type 1 diabetes for health insurance claims data in Japan
Tasuku Okui, Chinatsu Nojiri, Shinichiro Kimura, Kentaro Abe, Sayaka Maeno, Masae Minami, Yasutaka Maeda, Naoko Tajima, Tomoyuki Kawamura, Naoki Nakashima
Systematic literature review of machine learning methods used in the analysis of real-world data for patient-provider decision making
Alan Brnabic, Lisa M. Hess
User-centered and theory-based design of a professional training program on shared decision-making with older adults living with neurocognitive disorders: a mixed-methods study
Moulikatou Adouni Lawani, Yves Turgeon, Luc Côté, France Légaré, Holly O. Witteman, Michèle Morin, Edeltraut Kroger, Philippe Voyer, Charo Rodriguez, Anik Giguere
Planning a holistic summative eHealth evaluation in an interdisciplinary and multi-national setting: a case study and propositions for guideline development
Monika Jurkeviciute, Amia Enam, Johanna Torres-Bonilla, Henrik Eriksson
Temporal relationship of computed and structured diagnoses in electronic health record data
Wade L. Schulz, H. Patrick Young, Andreas Coppi, Bobak J. Mortazavi, Zhenqiu Lin, Raymond A. Jean, Harlan M. Krumholz
Clinical evaluation of an interoperable clinical decision-support system for the detection of systemic inflammatory response syndrome in critically ill children
Antje Wulff, Sara Montag, Nicole Rübsamen, Friederike Dziuba, Michael Marschollek, Philipp Beerbaum, André Karch, Thomas Jack
How German health insurance providers use social online networks to promote healthy lifestyles: a content analysis of Facebook® accounts
Julika Loss, Charlotte von Uslar
Evaluation of a clinical decision support system for rare diseases: a qualitative study
Jannik Schaaf, Martin Sedlmayr, Brita Sedlmayr, Hans-Ulrich Prokosch, Holger Storf
Efficacy-specific herbal group detection from traditional Chinese medicine prescriptions via hierarchical attentive neural network model
Li Chen, Xinglong Liu, Siyuan Zhang, Hong Yi, Yongmei Lu, Pan Yao
Factors affecting the mature use of electronic medical records by primary care physicians: a systematic review
Rana Melissa Rahal, Jay Mercer, Craig Kuziemsky, Sanni Yaya
Patient triage system for supporting the operation of dispatch centres and rescue teams
Acrapol Nimmolrat, Krongkarn Sutham, Orawit Thinnukool
A clinical trials corpus annotated with UMLS entities to enhance the access to evidence-based medicine
Leonardo Campillos-Llanos, Ana Valverde-Mateos, Adrián Capllonch-Carrión, Antonio Moreno-Sandoval
The effect of rehabilitation education through social media on the quality of life in burn patients: a randomized, controlled, clinical trial
Maryam Rouzfarakh, Kolsoum Deldar, Razieh Froutan, Ali Ahmadabadi, Seyed Reza Mazlom
Clinical data mining on network of symptom and index and correlation of tongue-pulse data in fatigue population
Yulin Shi, Xiaojuan Hu, Ji Cui, Longtao Cui, Jingbin Huang, Xuxiang Ma, Tao Jiang, Xinghua Yao, Fang Lan, Jun Li, Zijuan Bi, Jiacai Li, Yu Wang, Hongyuan Fu, Jue Wang, Yanting Lin, Jingxuan Bai, Xiaojing Guo, Liping Tu, Jiatuo Xu
A hybrid cost-sensitive ensemble for heart disease prediction
Qi Zhenya, Zuoru Zhang
A method to determine a personalized set of online exercises for improving the positive mental health of a caregiver of a chronically ill patient
Maria Ferré-Bergadà, Aida Valls, Laia Raigal-Aran, Jael Lorca-Cabrera, Núria Albacar-Riobóo, Teresa Lluch-Canut, Carme Ferré-Grau
Evaluating the effects of electronic health records system adoption on the performance of Malaysian health care providers
Mohd Idzwan Mohd Salleh, Rosni Abdullah, Nasriah Zakaria
Digi-Do: a digital information tool to support patients with breast cancer before, during, and after start of radiotherapy treatment: an RCT study protocol
Sofi Fristedt, Frida Smith, Annika Grynne, Maria Browall
Mutation-based clustering and classification analysis reveals distinctive age groups and age-related biomarkers for glioma
Claire Jean-Quartier, Fleur Jeanquartier, Aydin Ridvan, Matthias Kargl, Tica Mirza, Tobias Stangl, Robi Markaĉ, Mauro Jurada, Andreas Holzinger
Implications for the design of a Diagnostic Decision Support System (DDSS) to reduce time and cost to diagnosis in paediatric shoulder instability
Fraser Philp, Alice Faux-Nightingale, Sandra Woolley, Ed de Quincey, Anand Pandyan
An improved BM25 algorithm for clinical decision support in Precision Medicine based on co-word analysis and Cuckoo Search
Zicheng Zhang
The efficacy, safety and cost-effectiveness of hydroxychloroquine, sulfasalazine, methotrexate triple therapy in preventing relapse among patients with rheumatoid arthritis achieving clinical remission or low disease activity: the study protocol of a randomized controlled clinical Trial (ESCoRT study)
Juan Zhao, Wei Zhou, Yangfeng Wu, Ping Ji, Li Yang, Xiaoyan Yan, Zhuoli Zhang
Neural classification of Norwegian radiology reports: using NLP to detect findings in CT-scans of children
Fredrik A. Dahl, Taraka Rama, Petter Hurlen, Pål H. Brekke, Haldor Husby, Tore Gundersen, Øystein Nytrø, Lilja Øvrelid
Smartphone and web-based independent consultation and feedback for joint replacement surgeries: a randomized control trial protocol
Guixian Tong, Qingqing Geng, Tong Xu, Debin Wang, Tongzhu Liu
Development of a decision aid to support colorectal cancer screening: perspectives of Asians in an endemic urban community—a qualitative research study
Sok Wei Julia Yuen, Tsang Yew Tay, Ning Gao, Nian Qin Tho, Ngiap Chuan Tan
The concept of justifiable healthcare and how big data can help us to achieve it
Wim van Biesen, Catherine Van Der Straeten, Sigrid Sterckx, Johan Steen, Lisa Diependaele, Johan Decruyenaere
Combining structured and unstructured data in EMRs to create clinically-defined EMR-derived cohorts
Charmaine S. Tam, Janice Gullick, Aldo Saavedra, Stephen T. Vernon, Gemma A. Figtree, Clara K. Chow, Michelle Cretikos, Richard W. Morris, Maged William, Jonathan Morris, David Brieger
Transformer-based deep neural network language models for Alzheimer’s disease risk assessment from targeted speech
Alireza Roshanzamir, Hamid Aghajan, Mahdieh Soleymani Baghshah
A method for interoperable knowledge-based data quality assessment
Erik Tute, Irina Scheffner, Michael Marschollek
A novel model to label delirium in an intensive care unit from clinician actions
Caitlin E. Coombes, Kevin R. Coombes, Naleef Fareed
The effects of clinical decision support system for prescribing medication on patient outcomes and physician practice performance: a systematic review and meta-analysis
Sharare Taheri Moghadam, Farahnaz Sadoughi, Farnia Velayati, Seyed Jafar Ehsanzadeh, Shayan Poursharif
Stacked LSTM based deep recurrent neural network with kalman smoothing for blood glucose prediction
Md Fazle Rabby, Yazhou Tu, Md Imran Hossen, Insup Lee, Anthony S. Maida, Xiali Hei
A systematic review of theoretical constructs in CDS literature
Siru Liu, Thomas J. Reese, Kensaku Kawamoto, Guilherme Del Fiol, Charlene Weir
Evaluation of e-health (Seha) application: a cross-sectional study in Saudi Arabia
Abeer Alharbi, Joharah Alzuwaed, Hind Qasem
Primary care practices’ ability to predict future risk of expenditures and hospitalization using risk stratification and segmentation
David A. Dorr, Rachel L. Ross, Deborah Cohen, Devan Kansagara, Katrina Ramsey, Bhavaya Sachdeva, Jonathan P. Weiner
Exploratory study on classification of diabetes mellitus through a combined Random Forest Classifier
Xuchun Wang, Mengmeng Zhai, Zeping Ren, Hao Ren, Meichen Li, Dichen Quan, Limin Chen, Lixia Qiu
A principal components analysis of factors associated with successful implementation of an LVAD decision support tool
Kristin M. Kostick, Meredith Trejo, Arvind Bhimaraj, Andrew Civitello, Jonathan Grinstein, Douglas Horstmanshof, Ulrich P. Jorde, Matthias Loebe, Mandeep R. Mehra, Nasir Z. Sulemanjee, Vinay Thohan, Barry H. Trachtenberg, Nir Uriel, Robert J. Volk, Jerry D. Estep, J. S. Blumenthal-Barby
Consistency of decision support software-integrated telephone triage and associated factors: a systematic review
Farah Islam, Marc Sabbe, Pieter Heeren, Koen Milisen
Assessing elderly’s functional balance and mobility via analyzing data from waist-mounted tri-axial wearable accelerometers in timed up and go tests
Lisha Yu, Yang Zhao, Hailiang Wang, Tien-Lung Sun, Terrence E. Murphy, Kwok-Leung Tsui
Shared decision making and patients satisfaction with strabismus care—a pilot study
Ala Paduca, Oleg Arnaut, Eugeniu Beschieru, Per Olof Lundmark, Jan Richard Bruenech
Evaluation of a shared decision-making strategy with online decision aids in surgical and orthopaedic practice: study protocol for the E-valuAID, a multicentre study with a stepped-wedge design
Floris M. Thunnissen, Bernhard W. Schreurs, Carmen S. S. Latenstein, Marjan J. Meinders, Eddy M. Adang, Glyn Elwyn, Doeke Boersma, Bas Bosmans, Koop Bosscha, Bastiaan L. Ginsel, Eric J. Hazebroek, Jeroen J. Nieuwenhuis, Maarten Staarink, Dries Verhallen, Marc L. Wagener, Femke Atsma, Philip R. de Reuver
Predicting unplanned medical visits among patients with diabetes: translation from machine learning to clinical implementation
Arielle Selya, Drake Anshutz, Emily Griese, Tess L. Weber, Benson Hsu, Cheryl Ward
Development, validation, and proof-of-concept implementation of a two-year risk prediction model for undiagnosed atrial fibrillation using common electronic health data (UNAFIED)
Randall W. Grout, Siu L. Hui, Timothy D. Imler, Sarah El-Azab, Jarod Baker, George H. Sands, Mohammad Ateya, Francis Pike
Application of openEHR archetypes to automate data quality rules for electronic health records: a case study
Qi Tian, Zhexi Han, Ping Yu, Jiye An, Xudong Lu, Huilong Duan
Development and operation of a digital platform for sharing pathology image data
Yunsook Kang, Yoo Jung Kim, Seongkeun Park, Gun Ro, Choyeon Hong, Hyungjoon Jang, Sungduk Cho, Won Jae Hong, Dong Un Kang, Jonghoon Chun, Kyoungbun Lee, Gyeong Hoon Kang, Kyoung Chul Moon, Gheeyoung Choe, Kyu Sang Lee, Jeong Hwan Park, Won-Ki Jeong, Se Young Chun, Peom Park, Jinwook Choi
The prediction of asymptomatic carotid atherosclerosis with electronic health records: a comparative study of six machine learning models
Jiaxin Fan, Mengying Chen, Jian Luo, Shusen Yang, Jinming Shi, Qingling Yao, Xiaodong Zhang, Shuang Du, Huiyang Qu, Yuxuan Cheng, Shuyin Ma, Meijuan Zhang, Xi Xu, Qian Wang, Shuqin Zhan
Supporting deprescribing in hospitalised patients: formative usability testing of a computerised decision support tool
Melissa T. Baysari, Mai H. Duong, Patrick Hooper, Michaela Stockey-Bridge, Selvana Awad, Wu Yi Zheng, Sarah N. Hilmer
Passive sensing on mobile devices to improve mental health services with adolescent and young mothers in low-resource settings: the role of families in feasibility and acceptability
Sujen Man Maharjan, Anubhuti Poudyal, Alastair van Heerden, Prabin Byanjankar, Ada Thapa, Celia Islam, Brandon A. Kohrt, Ashley Hagaman
Correction to: A clinical trials corpus annotated with UMLS entities to enhance the access to evidence‑based medicine
Leonardo Campillos-Llanos, Ana Valverde-Mateos, Adrián Capllonch-Carrión, Antonio Moreno-Sandoval
What matters when exploring fidelity when using health IT to reduce disparities?
Margaret A. Handley, Jerad Landeros, Cindie Wu, Adriana Najmabadi, Daniela Vargas, Priyanka Athavale
Contextual property detection in Dutch diagnosis descriptions for uncertainty, laterality and temporality
Eva S. Klappe, Florentien J. P. van Putten, Nicolette F. de Keizer, Ronald Cornet
A data process of human knee joint kinematics obtained by motion-capture measurement
Jian-ping Wang, Shi-hua Wang, Yan-qing Wang, Hai Hu, Jin-wei Yu, Xuan Zhao, Jin-lai Liu, Xu Chen, Yu Li
Physiotherapists’ perceptions of and willingness to use telerehabilitation in Kuwait during the COVID-19 pandemic
Sarah Ibraheem Albahrouh, Ali Jasem Buabbas
Patient decision aid based on multi-criteria decision analysis for disease-modifying drugs for multiple sclerosis: prototype development
I. E. H. Kremer, P. J. Jongen, S. M. A. A. Evers, E. L. J. Hoogervorst, W. I. M. Verhagen, M. Hiligsmann
Entropic measures of complexity in a new medical coding system
Jerome Niyirora
The role of artificial intelligence in healthcare: a structured literature review
Silvana Secinaro, Davide Calandra, Aurelio Secinaro, Vivek Muthurangu, Paolo Biancone
Learning from imbalanced fetal outcomes of systemic lupus erythematosus in artificial neural networks
Jing-Hang Ma, Zhen Feng, Jia-Yue Wu, Yu Zhang, Wen Di
Semantic categorization of Chinese eligibility criteria in clinical trials using machine learning methods
Hui Zong, Jinxuan Yang, Zeyu Zhang, Zuofeng Li, Xiaoyan Zhang
Prediction of neonatal deaths in NICUs: development and validation of machine learning models
Abbas Sheikhtaheri, Mohammad Reza Zarkesh, Raheleh Moradi, Farzaneh Kermani
Construction of an index system for evaluating the effectiveness of transitional care in kidney transplant recipients
Xinyi Zhou, Ping Ding, Qiaolan Yang, Ping Wang, Haimei Zhou, Jing Fu, Dongrui Miao
Evaluation of HIV/AIDS-related mobile health applications content using an evidence-based content rating tool
Ahmad Raeesi, Reza Khajouei, Leila Ahmadian
Connected health for growth hormone treatment research and clinical practice: learnings from different sources of real-world evidence (RWE)—large electronically collected datasets, surveillance studies and individual patients’ cases
Nea Boman, Luis Fernandez-Luque, Ekaterina Koledova, Marketta Kause, Risto Lapatto
Clinician acceptance of complex clinical decision support systems for treatment allocation of patients with chronic low back pain
Stephanie Jansen-Kosterink, Lex van Velsen, Miriam Cabrita
Construction of a demand and capacity model for intensive care and hospital ward beds, and mortality from COVID-19
Christopher Martin, Stuart McDonald, Steve Bale, Michiel Luteijn, Rahul Sarkar
One country's journey to interoperability: Tanzania's experience developing and implementing a national health information exchange
Alpha Nsaghurwe, Vikas Dwivedi, Walter Ndesanjo, Haji Bamsi, Moses Busiga, Edwin Nyella, Japhet Victor Massawe, Dasha Smith, Kate Onyejekwe, Jonathan Metzger, Patricia Taylor
Ready for SDM: evaluating a train-the-trainer program to facilitate implementation of SDM training in Norway
Simone Kienlin, Marie-Eve Poitras, Dawn Stacey, Kari Nytrøen, Jürgen Kasper
Identification of significant climatic risk factors and machine learning models in dengue outbreak prediction
Felestin Yavari Nejad, Kasturi Dewi Varathan
Factors affecting the performance of brain arteriovenous malformation rupture prediction models
Wengui Tao, Langchao Yan, Ming Zeng, Fenghua Chen
A bibliometric analysis of global research output on network meta-analysis
Jiyuan Shi, Ya Gao, Liu Ming, Kelu Yang, Yue Sun, Ji Chen, Shuzhen Shi, Jie Geng, Lun Li, Jiarui Wu, Jinhui Tian
Collecting specialty-related medical terms: Development and evaluation of a resource for Spanish
Pilar López-Úbeda, Alexandra Pomares-Quimbaya, Manuel Carlos Díaz-Galiano, Stefan Schulz
Investigate knowledge management technology implementation for supporting decision making in Ethiopian health sectors
Mniyichel Belay, Amare Desta, Steve Smithson, Million Meshesha
Tongue image quality assessment based on a deep convolutional neural network
Tao Jiang, Xiao-juan Hu, Xing-hua Yao, Li-ping Tu, Jing-bin Huang, Xu-xiang Ma, Ji Cui, Qing-feng Wu, Jia-tuo Xu
Use of electronic pharmacy transaction data and website development to assess antibiotic use in nursing homes
Sunah Song, Brigid M. Wilson, Joseph Marek, Robin L. P. Jump
Transjugular intrahepatic portosystemic shunt (TIPS) procedure: an assessment of the quality and readability of online information
Sean-Tee J. M. Lim, Martin Kelly, Logeswaran Selvarajah, Michael Murray, Timothy Scanlon
The association between Internet use and health-related outcomes in older adults and the elderly: a cross-sectional study
Mariusz Duplaga
Priority setting in the Brazilian emergency medical service: a multi-criteria decision analysis (MCDA)
Talita D. C. Frazão, Ana F. A. dos Santos, Deyse G. G. Camilo, João Florêncio da Costa Júnior, Ricardo P. de Souza
Machine learning predicts mortality based on analysis of ventilation parameters of critically ill patients: multi-centre validation
Behrooz Mamandipoor, Fernando Frutos-Vivar, Oscar Peñuelas, Richard Rezar, Konstantinos Raymondos, Alfonso Muriel, Bin Du, Arnaud W. Thille, Fernando Ríos, Marco González, Lorenzo del-Sorbo, Maria del Carmen Marín, Bruno Valle Pinheiro, Marco Antonio Soares, Nicolas Nin, Salvatore M. Maggiore, Andrew Bersten, Malte Kelm, Raphael Romano Bruno, Pravin Amin, Nahit Cakar, Gee Young Suh, Fekri Abroug, Manuel Jibaja, Dimitros Matamis, Amine Ali Zeggwagh, Yuda Sutherasan, Antonio Anzueto, Bernhard Wernly, Andrés Esteban, Christian Jung, Venet Osmani
OnTARi: an ontology for factors influencing therapy adherence to rehabilitation
Bianca Steiner, Birgit Saalfeld, Lena Elgert, Reinhold Haux, Klaus-Hendrik Wolf
Head to head randomized trial of two decision aids for prostate cancer
Angela Fagerlin, Margaret Holmes-Rovner, Timothy P. Hofer, David Rovner, Stewart C. Alexander, Sara J. Knight, Bruce S. Ling, James A.Tulsky, John T. Wei, Khaled Hafez, Valerie C. Kahn, Daniel Connochie, Jeffery Gingrich, Peter A. Ubel
International classification of external causes of injury: a study on its content coverage
Leila Ahmadian, Fatemeh Salehi, Shabnam Padidar
OASIS +: leveraging machine learning to improve the prognostic accuracy of OASIS severity score for predicting in-hospital mortality
Yasser EL-Manzalawy, Mostafa Abbas, Ian Hoaglund, Alvaro Ulloa Cerna, Thomas B. Morland, Christopher M. Haggerty, Eric S. Hall, Brandon K. Fornwalt
Exploring drivers of patient satisfaction using a random forest algorithm
Mecit Can Emre Simsekler, Noura Hamed Alhashmi, Elie Azar, Nelson King, Rana Adel Mahmoud Ali Luqman, Abdalla Al Mulla
Bayesian network models with decision tree analysis for management of childhood malaria in Malawi
Sanya B. Taneja, Gerald P. Douglas, Gregory F. Cooper, Marian G. Michaels, Marek J. Druzdzel, Shyam Visweswaran
An OMOP-CDM based pharmacovigilance data-processing pipeline (PDP) providing active surveillance for ADR signal detection from real-world data sources
Hyunah Shin, Suehyun Lee
Pragmatic MDR: a metadata repository with bottom-up standardization of medical metadata through reuse
Stefan Hegselmann, Michael Storck, Sophia Gessner, Philipp Neuhaus, Julian Varghese, Philipp Bruland, Alexandra Meidt, Cornelia Mertens, Sarah Riepenhausen, Sonja Baier, Benedikt Stöcker, Jörg Henke, Carsten Oliver Schmidt, Martin Dugas
Electronic clinical decision support for children with minor head trauma and intracranial injuries: a sociotechnical analysis
Jacob K. Greenberg, Ayodamola Otun, Azzah Nasraddin, Ross C. Brownson, Nathan Kuppermann, David D. Limbrick, Po-Yin Yen, Randi E. Foraker
Explainable AI enables clinical trial patient selection to retrospectively improve treatment effects in schizophrenia
Monika S. Mellem, Matt Kollada, Jane Tiller, Thomas Lauritzen
Kinematics approach with neural networks for early detection of sepsis (KANNEDS)
Márcio Freire Cruz, Naoaki Ono, Ming Huang, Md. Altaf-Ul-Amin, Shigehiko Kanaya, Carlos Arthur Mattos Teixeira Cavalcante
Surrogate endpoint evaluation using data from one large global randomized controlled trial
Milan Geybels, Benjamin Ole Wolthers, Frederik Flindt Kreiner, Søren Rasmussen, Robert Bauer
Development and user-testing of a brief decision aid for aspirin as a preventive approach alongside colorectal cancer screening
Lenira Semedo, Kate J. Lifford, Adrian Edwards, Kathy Seddon, Kate Brain, Stephanie Smits, Sunil Dolwani
User knowledge factors that hinder the design of new home healthcare devices: investigating thirty-eight devices and their manufacturers
Fan Yang, Abdullah Al Mahmud, Tao Wang
Characterization and selection of Japanese electronic health record databases used as data sources for non-interventional observational studies
Yumi Wakabayashi, Masamitsu Eitoku, Narufumi Suganuma
Evaluation of the accuracy of diagnostic coding for influenza compared to laboratory results: the availability of test results before hospital discharge facilitates improved coding accuracy
Nasir Wabe, Ling Li, Robert Lindeman, Jeffrey J. Post, Maria R. Dahm, Julie Li, Johanna I. Westbrook, Andrew Georgiou
Users’ experiences with an interactive Evidence to Decision (iEtD) framework: a qualitative analysis
Jose Francisco Meneses-Echavez, Sarah Rosenbaum, Gabriel Rada, Signe Flottorp, Jenny Moberg, Pablo Alonso-Coello
Classification of COVID-19 electrocardiograms by using hexaxial feature mapping and deep learning
Mehmet Akif Ozdemir, Gizem Dilara Ozdemir, Onan Guren
Investigating ADR mechanisms with Explainable AI: a feasibility study with knowledge graph mining
Emmanuel Bresso, Pierre Monnin, Cédric Bousquet, François-Elie Calvier, Ndeye-Coumba Ndiaye, Nadine Petitpain, Malika Smaïl-Tabbone, Adrien Coulet
Maintaining proper health records improves machine learning predictions for novel 2019-nCoV
Koffka Khan, Emilie Ramsahai
What factors predict physicians' utilization behavior of contrast-enhanced ultrasound? Evidence from the integration of the Theory of Planned Behavior and Technology Acceptance Model using a structural equation modeling approach
Qingwen Deng, Yuhang Zheng, Junhong Lu, Zhichao Zeng, Wenbin Liu
Development and implementation of an LIS-based validation system for autoverification toward zero defects in the automated reporting of laboratory test results
Di Jin, Qing Wang, Dezhi Peng, Jiajia Wang, Bijuan Li, Yating Cheng, Nanxun Mo, Xiaoyan Deng, Ran Tao
Public health utility of cause of death data: applying empirical algorithms to improve data quality
Sarah Charlotte Johnson, Matthew Cunningham, Ilse N. Dippenaar, Fablina Sharara, Eve E. Wool, Kareha M. Agesa, Chieh Han, Molly K. Miller-Petrie, Shadrach Wilson, John E. Fuller, Shelly Balassyano, Gregory J. Bertolacci, Nicole Davis Weaver, Jalal Arabloo, Alaa Badawi, Akshaya Srikanth Bhagavathula, Katrin Burkart, Luis Alberto Cámera, Felix Carvalho, Carlos A. Castañeda-Orjuela, Jee-Young Jasmine Choi, Dinh-Toi Chu, Xiaochen Dai, Mostafa Dianatinasab, Sophia Emmons-Bell, Eduarda Fernandes, Florian Fischer, Ahmad Ghashghaee, Mahaveer Golechha, Simon I. Hay, Khezar Hayat, Nathaniel J. Henry, Ramesh Holla, Mowafa Househ, Segun Emmanuel Ibitoye, Maryam Keramati, Ejaz Ahmad Khan, Yun Jin Kim, Adnan Kisa, Hamidreza Komaki, Ai Koyanagi, Samantha Leigh Larson, Kate E. LeGrand, Xuefeng Liu, Azeem Majeed, Reza Malekzadeh, Bahram Mohajer, Abdollah Mohammadian-Hafshejani, Reza Mohammadpourhodki, Shafiu Mohammed, Farnam Mohebi, Ali H. Mokdad, Mariam Molokhia, Lorenzo Monasta, Mohammad Ali Moni, Muhammad Naveed, Huong Lan Thi Nguyen, Andrew T. Olagunju, Samuel M. Ostroff, Fatemeh Pashazadeh Kan, David M. Pereira, Hai Quang Pham, Salman Rawaf, David Laith Rawaf, Andre M. N. Renzaho, Luca Ronfani, Abdallah M. Samy, Subramanian Senthilkumaran, Sadaf G. Sepanlou, Masood Ali Shaikh, David H. Shaw, Kenji Shibuya, Jasvinder A. Singh, Valentin Yurievich Skryabin, Anna Aleksandrovna Skryabina, Emma Elizabeth Spurlock, Eyayou Girma Tadesse, Mohamad-Hani Temsah, Marcos Roberto Tovani-Palone, Bach Xuan Tran, Gebiyaw Wudie Tsegaye, Pascual R. Valdez, Prashant M. Vishwanath, Giang Thu Vu, Yasir Waheed, Naohiro Yonemoto, Rafael Lozano, Alan D. Lopez, Christopher J. L. Murray, Mohsen Naghavi
Analysis of endometrial thickness patterns and pregnancy outcomes considering 12,991 fresh IVF cycles
ShuJie Liao, Renjie Wang, Cheng Hu, Wulin Pan, Wei Pan, Dongyang Yu, Lei Jin
SEPIA: simulation-based evaluation of prioritization algorithms
Kimberly Almaraz, Tyler Jang, McKenna Lewis, Titan Ngo, Miranda Song, Niema Moshiri
Examining the effect of explanation on satisfaction and trust in AI diagnostic systems
Lamia Alam, Shane Mueller
A systematic review of natural language processing applied to radiology reports
Arlene Casey, Emma Davidson, Michael Poon, Hang Dong, Daniel Duma, Andreas Grivas, Claire Grover, Víctor Suárez-Paniagua, Richard Tobin, William Whiteley, Honghan Wu, Beatrice Alex
Development of decision aids for female BRCA1 and BRCA2 mutation carriers in Germany to support preference-sensitive decision-making
Sibylle Kautz-Freimuth, Marcus Redaèlli, Kerstin Rhiem, Andrea Vodermaier, Lisa Krassuski, Kathrin Nicolai, Miriam Schnepper, Violetta Kuboth, Julia Dick, Vera Vennedey, Regina Wiedemann, Rita Schmutzler, Stephanie Stock
Characteristics of hospital differences in missing of clinical laboratory test results in a multi-hospital observational database contributing to MID-NET® in Japan
Maki Komamine, Yoshiaki Fujimura, Yasuharu Nitta, Masatomo Omiya, Masaaki Doi, Tosiya Sato
Application of multi-label classification models for the diagnosis of diabetic complications
Liang Zhou, Xiaoyuan Zheng, Di Yang, Ying Wang, Xuesong Bai, Xinhua Ye
Persisting workarounds in Electronic Health Record System use: types, risks and benefits
Albert Boonstra, Tess L. Jonker, Marjolein A. G. van Offenbeek, Janita F. J. Vos
Constrained transformer network for ECG signal processing and arrhythmia classification
Chao Che, Peiliang Zhang, Min Zhu, Yue Qu, Bo Jin
Access to, use, knowledge, and preferences for information technology and technical equipment among people with chronic obstructive pulmonary disease (COPD) in Sweden. A cross-sectional survey study
Pernilla Sönnerfors, Kirsti Skavberg Roaldsen, Agneta Ståhle, Karin Wadell, Alexandra Halvarsson
Medical recommender systems based on continuous-valued logic and multi-criteria decision operators, using interpretable neural networks
Juan G. Diaz Ochoa, Orsolya Csiszár, Thomas Schimper
Ensemble machine learning approach for screening of coronary heart disease based on echocardiography and risk factors
Jingyi Zhang, Huolan Zhu, Yongkai Chen, Chenguang Yang, Huimin Cheng, Yi Li, Wenxuan Zhong, Fang Wang
The formation of patient trust and its transference to online health services: the case of a Dutch online patient portal for rehabilitation care
Lex van Velsen, Ina Flierman, Monique Tabak
Data and information needs of policymakers for palliative cancer care: a multi-country qualitative study
Eve Namisango, Lauren Ramsey, Adlight Dandadzi, Kehinde Okunade, Bassey Ebenso, Matthew J. Allsop
Record linkage under suboptimal conditions for data-intensive evaluation of primary care in Rio de Janeiro, Brazil
Claudia Medina Coeli, Valeria Saraceni, Paulo Mota Medeiros Jr., Helena Pereira da Silva Santos, Luis Carlos Torres Guillen, Luís Guilherme Santos Buteri Alves, Thomas Hone, Christopher Millett, Anete Trajman, Betina Durovni
Developing automated methods for disease subtyping in UK Biobank: an exemplar study on stroke
Kristiina Rannikmäe, Honghan Wu, Steven Tominey, William Whiteley, Naomi Allen, Cathie Sudlow
The advanced machine learner XGBoost did not reduce prehospital trauma mistriage compared with logistic regression: a simulation study
Anna Larsson, Johanna Berg, Mikael Gellerfors, Martin Gerdin Wärnberg
Barriers and facilitators to the adoption of electronic clinical decision support systems: a qualitative interview study with UK general practitioners
Elizabeth Ford, Natalie Edelman, Laura Somers, Duncan Shrewsbury, Marcela Lopez Levy, Harm van Marwijk, Vasa Curcin, Talya Porat
A novel approach for heart disease prediction using strength scores with significant predictors
Armin Yazdani, Kasturi Dewi Varathan, Yin Kia Chiam, Asad Waqar Malik, Wan Azman Wan Ahmad
Assessment of an electronic patient record system on discharge prescribing errors in a Tertiary University Hospital
Michael Patrick O’Shea, Cormac Kennedy, Eileen Relihan, Kieran Harkin, Martina Hennessy, Michael Barry
Key changes to improve social presence of a virtual health assistant promoting colorectal cancer screening informed by a technology acceptance model
Melissa J. Vilaro, Danyell S. Wilson-Howard, Mohan S. Zalake, Fatemeh Tavassoli, Benjamin C. Lok, François P. Modave, Thomas J. George, Folakemi Odedina, Peter J. Carek, Janice L. Krieger
Drug use pattern using WHO core drug use indicators in public health centers of Dessie, North-East Ethiopia
Teklehaimanot Fentie Wendie, Abdulmejid Ahmed, Solomon Ahmed Mohammed
Usefulness of smartphone use among surgeons in clinical practice during the pandemic of COVID-19: a cross-sectional study
Ali Jasem Buabbas, Saad Aldousari, Adel K. Ayed, Maryam Safar, Omar Alkandari
Using NLP in openEHR archetypes retrieval to promote interoperability: a feasibility study in China
Bo Sun, Fei Zhang, Jing Li, Yicheng Yang, Xiaolin Diao, Wei Zhao, Ting Shu
On the predictability of postoperative complications for cancer patients: a Portuguese cohort study
Daniel Gonçalves, Rui Henriques, Lúcio Lara Santos, Rafael S. Costa
Diabetes self-management in online health communities: an information exchange perspective
Jing Min, Yan Chen, Li Wang, Ting He, Sha Tang
Decision aids linked to evidence summaries and clinical practice guidelines: results from user-testing in clinical encounters
Anja Fog Heen, Per Olav Vandvik, Linn Brandt, Frankie Achille, Gordon Henry Guyatt, Elie A. Akl, Shaun Treewek, Thomas Agoritsas
The future of medical scribes documenting in the electronic health record: results of an expert consensus conference
Sky Corby, Keaton Whittaker, Joan S. Ash, Vishnu Mohan, James Becton, Nicholas Solberg, Robby Bergstrom, Benjamin Orwoll, Christopher Hoekstra, Jeffrey A. Gold
Electronic patient-reported outcomes and machine learning in predicting immune-related adverse events of immune checkpoint inhibitor therapies
Sanna Iivanainen, Jussi Ekstrom, Henri Virtanen, Vesa V. Kataja, Jussi P. Koivunen
Patient similarity analytics for explainable clinical risk prediction
Hao Sen Andrew Fang, Ngiap Chuan Tan, Wei Ying Tan, Ronald Wihal Oei, Mong Li Lee, Wynne Hsu
Supporting the classification of patients in public hospitals in Chile by designing, deploying and validating a system based on natural language processing
Fabián Villena, Jorge Pérez, René Lagos, Jocelyn Dunstan
Correction to: Users’ experiences with an interactive Evidence to Decision (iEtD) framework: a qualitative analysis
Jose Francisco Meneses-Echavez, Sarah Rosenbaum, Gabriel Rada, Signe Flottorp, Jenny Moberg, Pablo Alonso-Coello
Designing a reference architecture for health information systems
Joep Tummers, Hilde Tobi, Cagatay Catal, Bedir Tekinerdogan
Explaining multivariate molecular diagnostic tests via Shapley values
Joanna Roder, Laura Maguire, Robert Georgantas III, Heinrich Roder
Creation of clinical algorithms for decision-making in oncology: an example with dose prescription in radiation oncology
Fabio Dennstädt, Theresa Treffers, Thomas Iseli, Cédric Panje, Paul Martin Putora
Development and web deployment of an automated neuroradiology MRI protocoling tool with natural language processing
Yeshwant Reddy Chillakuru, Shourya Munjal, Benjamin Laguna, Timothy L. Chen, Gunvant R. Chaudhari, Thienkhai Vu, Youngho Seo, Jared Narvid, Jae Ho Sohn
Health literacy and health outcomes in patients with low back pain: a scoping review
See Ye King Clarence, Helen Elizabeth Smith, Lorainne Tudor Car, Joanne Protheroe, Wong Wei Cong, Bernadette Bartlam
AFibNet: an implementation of atrial fibrillation detection with convolutional neural network
Bambang Tutuko, Siti Nurmaini, Alexander Edo Tondas, Muhammad Naufal Rachmatullah, Annisa Darmawahyuni, Ria Esafri, Firdaus Firdaus, Ade Iriani Sapitri
Pharmaceutical mobile application for visually-impaired people in Thailand: development and implementation
Acrapol Nimmolrat, Pattaraporn Khuwuthyakorn, Purida Wientong, Orawit Thinnukool
Factors associated with nurses' user resistance to change of electronic health record systems
Younghee Cho, Mihui Kim, Mona Choi
Exploring polypharmacy with artificial intelligence: data analysis protocol
Caroline Sirois, Richard Khoury, Audrey Durand, Pierre-Luc Deziel, Olga Bukhtiyarova, Yohann Chiu, Denis Talbot, Alexandre Bureau, Philippe Després, Christian Gagné, François Laviolette, Anne-Marie Savard, Jacques Corbeil, Thierry Badard, Sonia Jean, Marc Simard
Correction to: Supporting the classifcation of patients in public hospitals in Chile by designing, deploying and validating a system based on natural language processing
Fabián Villena, Jorge Pérez, René Lagos, Jocelyn Dunstan
Exploring perceptions of healthcare technologies enabled by artificial intelligence: an online, scenario-based survey
Alison L. Antes, Sara Burrous, Bryan A. Sisk, Matthew J. Schuelke, Jason D. Keune, James M. DuBois
An ensemble-based feature selection framework to select risk factors of childhood obesity for policy decision making
Xi Shi, Gorana Nikolic, Gorka Epelde, Mónica Arrúe, Joseba Bidaurrazaga Van-Dierdonck , Roberto Bilbao, Bart De Moor
A systematic review of the applications of Expert Systems (ES) and machine learning (ML) in clinical urology
Hesham Salem, Daniele Soria, Jonathan N. Lund, Amir Awwad
Predicting clinical outcomes among hospitalized COVID-19 patients using both local and published models
William Galanter, Jorge Mario Rodríguez-Fernández, Kevin Chow, Samuel Harford, Karl M. Kochendorfer, Maryam Pishgar, Julian Theis, John Zulueta, Houshang Darabi
Development and field testing of a patient decision aid for management of acute Achilles tendon rupture: a study protocol
Brad Meulenkamp, Julia Brillinger, Dean Fergusson, Dawn Stacey, Ian D. Graham
Implementation of an Electronic Medication Management System in a large tertiary hospital: a case of qualitative inquiry
Milan Rasikbhai Vaghasiya, Jonathan Penm, Kevin K. Y. Kuan, Naren Gunja, Yiren Liu, Eui Dong Kim, Neysa Petrina, Simon Poon
Quantum algorithm for quicker clinical prognostic analysis: an application and experimental study using CT scan images of COVID-19 patients
Kinshuk Sengupta, Praveen Ranjan Srivastava
Impact of an interactive web tool on patients’ intention to receive COVID-19 vaccination: a before-and-after impact study among patients with chronic conditions in France
Viet-Thi Tran, Stéphanie Sidorkiewicz, Clarisse Péan, Philippe Ravaud
Evaluating the success of the tele-pathology system in governmental hospitals in Kuwait: an explanatory sequential mixed methods design
Ali Jasem Buabbas, Tareq Mohammad, Adel K. Ayed, Hawraa Mallah, Hamza Al-Shawaf, Abdulwahed Mohammed Khalfan
Mobile applications for road traffic health and safety in the mirror of the Haddon’s matrix
Hossein Aghayari, Leila R. Kalankesh, Homayoun Sadeghi-Bazargani, Mohammad-Reza Feizi-Derakhshi
COVID term: a bilingual terminology for COVID-19
Hetong Ma, Liu Shen, Haixia Sun, Zidu Xu, Li Hou, Sizhu Wu, An Fang, Jiao Li, Qing Qian
Health information systems in developing countries: case of African countries
Aimé Patrice Koumamba, Ulrick Jolhy Bisvigou, Edgard Brice Ngoungou, Gayo Diallo
Connected diagnostics to improve accurate diagnosis, treatment, and conditional payment of malaria services in Kenya
Shannen M. C. van Duijn, Angela K. Siteyi, Sherzel Smith, Emmanuel Milimo, Leon Stijvers, Monica Oguttu, Michael O. Amollo, Edward O. Okeyo, Lilyana Dayo, Titus Kwambai, Dickens Onyango, Tobias F. Rinke de Wit
Home blood pressure data visualization for the management of hypertension: using human factors and design principles
Pete Wegier, Jeffery L. Belden, Shannon M. Canfield, Victoria A. Shaffer, Sonal J. Patil, Michael L. LeFevre, K. D. Valentine, Mihail Popescu, Linsey M. Steege, Akshay Jain, Richelle J. Koopman
Compliance with medical recommendations depending on the use of artificial intelligence as a diagnostic method
Michaela Soellner, Joerg Koenigstorfer
Improvement of APACHE II score system for disease severity based on XGBoost algorithm
Yan Luo, Zhiyu Wang, Cong Wang
Learnings from the design and acceptance of the German COVID-19 tracing app for IS-driven crisis management: a design science research
Alina Behne, Nicolai Krüger, Jan Heinrich Beinke, Frank Teuteberg
Clinical decision support system RHINA in the diagnosis and treatment of acute or chronic rhinosinusitis
L. Hart, A. Polášková, P. Schalek
Skills and key education needed for clinical librarians: an exploratory study from the librarians' perspectives
Maryam Zarghani, Leila Nemati-Anaraki , Zahra Dinpajoo, Arezoo Ghamgosar, Sedegheh Khani, Maryam Khazaee-Pool
Use of multidimensional item response theory methods for dementia prevalence prediction: an example using the Health and Retirement Survey and the Aging, Demographics, and Memory Study
Emma Nichols, Foad Abd-Allah, Amir Abdoli, Ahmed Abualhasan, Eman Abu-Gharbieh, Ashkan Afshin, Rufus Olusola Akinyemi, Fahad Mashhour Alanezi, Vahid Alipour, Amir Almasi-Hashiani, Jalal Arabloo, Amir Ashraf-Ganjouei, Getinet Ayano, Jose L. Ayuso-Mateos, Atif Amin Baig, Maciej Banach, Miguel A. Barboza, Suzanne Lyn Barker-Collo, Bernhard T. Baune, Akshaya Srikanth Bhagavathula, Krittika Bhattacharyya, Ali Bijani, Atanu Biswas, Archith Boloor, Carol Brayne, Hermann Brenner, Katrin Burkart, Sharath Burugina Nagaraja , Felix Carvalho, Luis F. S. Castro-de-Araujo, Ferrán Catalá-López, Ester Cerin, Nicolas Cherbuin, Dinh-Toi Chu, Xiaochen Dai, Antonio Reis de Sá-Junior, Shirin Djalalinia, Abdel Douiri, David Edvardsson, Shaimaa I. El-Jaafary, Sharareh Eskandarieh, Andre Faro, Farshad Farzadfar, Valery L. Feigin, Seyed-Mohammad Fereshtehnejad, Eduarda Fernandes, Pietro Ferrara, Irina Filip, Florian Fischer, Shilpa Gaidhane, Lucia Galluzzo, Gebreamlak Gebremedhn Gebremeskel, Ahmad Ghashghaee, Alessandro Gialluisi, Elena V. Gnedovskaya, Mahaveer Golechha, Rajeev Gupta, Vladimir Hachinski, Mohammad Rifat Haider, Teklehaimanot Gereziher Haile, Mohammad Hamiduzzaman, Graeme J. Hankey, Simon I. Hay, Golnaz Heidari, Reza Heidari-Soureshjani, Hung Chak Ho, Mowafa Househ, Bing-Fang Hwang, Licia Iacoviello, Olayinka Stephen Ilesanmi, Irena M. Ilic, Milena D. Ilic, Seyed Sina Naghibi Irvani, Masao Iwagami, Ihoghosa Osamuyi Iyamu, Ravi Prakash Jha, Rizwan Kalani, André Karch, Ayele Semachew Kasa, Yousef Saleh Khader, Ejaz Ahmad Khan, Mahalaqua Nazli Khatib, Yun Jin Kim, Sezer Kisa, Adnan Kisa, Mika Kivimäki, Ai Koyanagi, Manasi Kumar, Iván Landires, Savita Lasrado, Bingyu Li, Stephen S. Lim, Xuefeng Liu, Shilpashree Madhava Kunjathur , Azeem Majeed, Preeti Malik, Man Mohan Mehndiratta, Ritesh G. Menezes, Yousef Mohammad, Salahuddin Mohammed, Ali H. Mokdad, Mohammad Ali Moni, Gabriele Nagel, Muhammad Naveed, Vinod C. Nayak, Cuong Tat Nguyen, Huong Lan Thi Nguyen, Virginia Nunez-Samudio, Andrew T. Olagunju, Samuel M. Ostroff, Nikita Otstavnov, Mayowa O. Owolabi, Fatemeh Pashazadeh Kan , Urvish K. Patel, Michael R. Phillips, Michael A. Piradov, Constance Dimity Pond, Faheem Hyder Pottoo, Sergio I. Prada, Amir Radfar, Fakher Rahim, Juwel Rana, Vahid Rashedi, Salman Rawaf, David Laith Rawaf, Nickolas Reinig, Andre M. N. Renzaho, Nima Rezaei, Aziz Rezapour, Michele Romoli, Gholamreza Roshandel, Perminder S. Sachdev, Amirhossein Sahebkar, Mohammad Ali Sahraian, Mehrnoosh Samaei, Mete Saylan, Feng Sha, Masood Ali Shaikh, Kenji Shibuya, Mika Shigematsu, Jae Il Shin, Rahman Shiri, Diego Augusto Santos Silva, Jasvinder A. Singh, Deepika Singhal, Valentin Yurievich Skryabin, Anna Aleksandrovna Skryabina, Amin Soheili, Houman Sotoudeh, Emma Elizabeth Spurlock, Cassandra E. I. Szoeke, Rafael Tabarés-Seisdedos, Biruk Wogayehu Taddele, Marcos Roberto Tovani-Palone, Gebiyaw Wudie Tsegaye, Marco Vacante, Narayanaswamy Venketasubramanian, Simone Vidale, Vasily Vlassov, Giang Thu Vu, Yuan-Pang Wang, Jordan Weiss, Abrha Hailay Weldemariam, Ronny Westerman, Anders Wimo, Andrea Sylvia Winkler, Chenkai Wu, Ali Yadollahpour, Metin Yesiltepe, Naohiro Yonemoto, Chuanhua Yu, Mikhail Sergeevich Zastrozhin, Anasthasia Zastrozhina, Zhi-Jiang Zhang, Christopher J. L. Murray, Theo Vos
Privacy-preserving data sharing infrastructures for medical research: systematization and comparison
Felix Nikolaus Wirth, Thierry Meurers, Marco Johns, Fabian Prasser
Patients-centered SurvivorShIp care plan after Cancer treatments based on Big Data and Artificial Intelligence technologies (PERSIST): a multicenter study protocol to evaluate efficacy of digital tools supporting cancer survivors
Izidor Mlakar, Simon Lin, Ilona Aleksandraviča, Krista Arcimoviča, Jānis Eglītis, Mārcis Leja, Ángel Salgado Barreira, Jesús G. Gómez, Mercedes Salgado, Jesús G. Mata, Doroteja Batorek, Matej Horvat, Maja Molan, Maja Ravnik, Jean-François Kaux, Valérie Bleret, Catherine Loly, Didier Maquet, Elena Sartini, Urška Smrke
Classifying patient and professional voice in social media health posts
Beatrice Alex, Donald Whyte, Daniel Duma, Roma English Owen, Elizabeth A. L. Fairley
Teleconsultation demand classification and service analysis
Wenjia Chen, Jinlin Li
Interoperability opportunities and challenges in linking mhealth applications and eRecord systems: Botswana as an exemplar
Kagiso Ndlovu, Richard E. Scott, Maurice Mars
The effect of a smartphone application on women’s performance and health beliefs about breast self-examination: a quasi-experimental study
Mitra Shakery, Manoosh Mehrabi, Zahra Khademian
Effect of different visual presentations on the comprehension of prognostic information: a systematic review
Eman Abukmail, Mina Bakhit, Chris Del Mar, Tammy Hoffmann
Patient connectivity with healthcare professionals and health insurer using digital health technologies during the COVID-19 pandemic: a German cross-sectional study
Niels Hannemann, Nina-Alexandra Götz, Lisa Schmidt, Ursula Hübner, Birgit Babitsch
Psychometric evaluation of a decision quality instrument for medication decisions for treatment of depression symptoms
Suzanne Brodney, K. D. Valentine, Karen Sepucha
Modeling and prediction of pressure injury in hospitalized patients using artificial intelligence
Christine Anderson, Zerihun Bekele, Yongkai Qiu, Dana Tschannen, Ivo D. Dinov
YouTube as a source of information during the Covid-19 pandemic: a content analysis of YouTube videos published during January to March 2020
Lambodara Parabhoi, Ramani Ranjan Sahu, Rebecca Susan Dewey, Manoj Kumar Verma, Arbind Kumar Seth, Damodar Parabhoi
Middle-aged and elderly users’ continuous usage intention of health maintenance-oriented WeChat official accounts: empirical study based on a hybrid model in China
Lin Xu, Pengfei Li, Xiaorong Hou, Hongfan Yu, Tingting Tang, Ting Liu, Shoushu Xiang, Xiaoqian Wu, Cheng Huang
ParaMed: a parallel corpus for English–Chinese translation in the biomedical domain
Boxiang Liu, Liang Huang
Common patient-reported outcomes across ICHOM Standard Sets: the potential contribution of PROMIS®
Caroline B. Terwee, Marloes Zuidgeest, Harald E. Vonkeman, David Cella, Lotte Haverman, Leo D. Roorda
Development and assessment of the usability of a web-based referral to treatment tool for persons with substance use disorders
Kelli Thoele, Mengmeng Yu, Mandeep Dhillon, Robert Skipworth Comer, Hannah L. Maxey, Robin Newhouse, Ukamaka M. Oruche
Automatic detection of actionable radiology reports using bidirectional encoder representations from transformers
Yuta Nakamura, Shouhei Hanaoka, Yukihiro Nomura, Takahiro Nakao, Soichiro Miki, Takeyuki Watadani, Takeharu Yoshikawa, Naoto Hayashi, Osamu Abe
Factors associated with access to assistive technology and telecare in home-dwelling people with dementia: baseline data from the LIVE@Home.Path trial
Nathalie Genevieve Puaschitz, Frode Fadnes Jacobsen, Janne Mannseth, Renira Corinne Angeles, Line Iden Berge, Marie Hidle Gedde, Bettina Sandgathe Husebo
Modeling count data for health care utilization: an empirical study of outpatient visits among Vietnamese older people
Duc Dung Le, Roberto Leon Gonzalez, Joseph Upile Matola
Privacy-preserving dataset combination and Lasso regression for healthcare predictions
Marie Beth van Egmond, Gabriele Spini, Onno van der Galien, Arne IJpma, Thijs Veugen, Wessel Kraaij, Alex Sangers, Thomas Rooijakkers, Peter Langenkamp, Bart Kamphorst, Natasja van de L’Isle, Milena Kooij-Janic
An automated data cleaning method for Electronic Health Records by incorporating clinical knowledge
Xi Shi, Charlotte Prins, Gijs Van Pottelbergh, Pavlos Mamouris, Bert Vaes, Bart De Moor
Use of large scale EHR data to evaluate A1c utilization among sickle cell disease patients
Shivani Sivasankar, An-Lin Cheng, Ira M. Lubin, Kamani Lankachandra, Mark A. Hoffman
Criteria for assessing the quality of clinical practice guidelines in paediatrics and neonatology: a mixed-method study
Joanna Dagard, Nadia Mazille-Orfanos, Nawras Georgi, Intissar Dechicha, Guy Carrault, Patrick Pladys, Alain Beuchée
Applying nonlinear measures to the brain rhythms: an effective method for epilepsy diagnosis
Ali Torabi, Mohammad Reza Daliri
A framework for validating AI in precision medicine: considerations from the European ITFoC consortium
Rosy Tsopra, Xose Fernandez, Claudio Luchinat, Lilia Alberghina, Hans Lehrach, Marco Vanoni, Felix Dreher, O.Ugur Sezerman, Marc Cuggia, Marie de Tayrac, Edvins Miklasevics, Lucian Mihai Itu, Marius Geanta, Lesley Ogilvie, Florence Godey, Cristian Nicolae Boldisor, Boris Campillo-Gimenez, Cosmina Cioroboiu, Costin Florian Ciusdel, Simona Coman, Oliver Hijano Cubelos, Alina Itu, Bodo Lange, Matthieu Le Gallo, Alexandra Lespagnol, Giancarlo Mauri, H.Okan Soykam, Bastien Rance, Paola Turano, Leonardo Tenori, Alessia Vignoli, Christoph Wierling, Nora Benhabiles, Anita Burgun
Correction to: Skills and key education needed for clinical librarians: an exploratory study from the librarians’ perspectives
Maryam Zarghani, Leila Nemati-Anaraki, Zahra Dinpajoo, Arezoo Ghamgosar, Sedegheh Khani, Maryam Khazaee-Pool
Correction to: Criteria for assessing the quality of clinical practice guidelines in paediatrics and neonatology: a mixed-method study
Joanna Dagard, Nadia Mazille-Orfanos, Nawras Georgi, Intissar Dechicha, Guy Carrault, Patrick Pladys, Alain Beuchée
The impact of a computerized physician order entry system implementation on 20 different criteria of medication documentation—a before-and-after study
Viktoria Jungreithmayr, Andreas D. Meid, Janina Bittmann, Markus Fabian, Ulrike Klein, Silvia Kugler, Martin Löpprich, Oliver Reinhard, Lucienne Scholz, Birgit Zeeh, Wolfgang Bitz, Till Bugaj, Lars Kihm, Stefan Kopf, Anja Liemann, Petra Wagenlechner, Johanna Zemva, Claudia Benkert, Christian Merle, Sergej Roman, Stefan Welte, Walter E. Haefeli, Hanna M. Seidling
Determining the effect of tele-rehabilitation on patients with stutter using the goal attainment scaling (GAS)
Maryam Eslami Jahromi, Leila Ahmadian
An informatics consult approach for generating clinical evidence for treatment decisions
Alvina G. Lai, Wai Hoong Chang, Constantinos A. Parisinos, Michail Katsoulis, Ruth M. Blackburn, Anoop D. Shah, Vincent Nguyen, Spiros Denaxas, George Davey Smith, Tom R. Gaunt, Krishnarajah Nirantharakumar, Murray P. Cox, Donall Forde, Folkert W. Asselbergs, Steve Harris, Sylvia Richardson, Reecha Sofat, Richard J. B. Dobson, Aroon Hingorani, Riyaz Patel, Jonathan Sterne, Amitava Banerjee, Alastair K. Denniston, Simon Ball, Neil J. Sebire, Nigam H. Shah, Graham R. Foster, Bryan Williams, Harry Hemingway
The impact of data from remote measurement technology on the clinical practice of healthcare professionals in depression, epilepsy and multiple sclerosis: survey
J. A. Andrews, M. P. Craven, A. R. Lang, B. Guo, R. Morriss, C. Hollis
U-Net combined with multi-scale attention mechanism for liver segmentation in CT images
Jiawei Wu, Shengqiang Zhou, Songlin Zuo, Yiyin Chen, Weiqin Sun, Jiang Luo, Jiantuan Duan, Hui Wang, Deguang Wang
Application of Bayesian network and regression method in treatment cost prediction
Li-Li Tong, Jin-Bo Gu, Jing-Jiao Li, Guang-Xuan Liu, Shuo-Wei Jin, Ai-Yun Yan
Sustainability of a mobile phone application-based data reporting system in Myanmar’s malaria elimination program: a qualitative study
Win Han Oo, Kaung Myat Thu, Julia C. Cutts, Win Htike, Kyawt Mon Win, May Chan Oo, Galau Naw Hkawng, Paul A. Agius, Pyae Phyo Htoon, Ellen Kearney, Aung Thi, Ye Win Aung, Min Min Thein, Kathryn Rosecrans, Kyi Tun Lwin, Aung Kyi Min, Freya J. I. Fowkes
Assessment of quality of routine health information system data and associated factors among departments in public health facilities of Harari region, Ethiopia
Adisu Tafari Shama, Hirbo Shore Roba, Admas Abera Abaerei, Teferi Gebru Gebremeskel, Negga Baraki
Predictive modeling for 14-day unplanned hospital readmission risk by using machine learning algorithms
Yu-Tai Lo, Jay Chiehen Liao, Mei-Hua Chen, Chia-Ming Chang, Cheng-Te Li
A statistical quality assessment method for longitudinal observations in electronic health record data with an application to the VA million veteran program
Hui Wang, Ilana Belitskaya-Levy, Fan Wu, Jennifer S. Lee, Mei-Chiung Shih, Philip S. Tsao, Ying Lu
Applying artificial neural network for early detection of sepsis with intentionally preserved highly missing real-world data for simulating clinical situation
Yao-Yi Kuo, Shu-Tien Huang, Hung-Wen Chiu
A machine learning classifier approach for identifying the determinants of under-five child undernutrition in Ethiopian administrative zones
Haile Mekonnen Fenta, Temesgen Zewotir, Essey Kebede Muluneh
The impact of the emergency medical services (EMS) automation system on patient care process and user workflow
Faezeh Afzali, Yunes Jahani, Fatemeh Bagheri, Reza khajouei
Evaluation of the implementation process of the mobile health platform ‘WelTel’ in six sites in East Africa and Canada using the modified consolidated framework for implementation research (mCFIR)
Samia El Joueidi, Kevin Bardosh, Richard Musoke, Binyam Tilahun, Maryam Abo Moslim, Katie Gourlay, Alissa MacMullin, Victoria J. Cook, Melanie Murray, Gilbert Mbaraga, Sabin Nsanzimana, Richard Lester
Machine learning with asymmetric abstention for biomedical decision-making
Mariem Gandouz, Hajo Holzmann, Dominik Heider
Multi-infusion with integrated multiple pressure sensing allows earlier detection of line occlusions
Frank Doesburg, Roy Oelen, Maurits H. Renes, Pedro M. Lourenço, Daan J. Touw, Maarten W. Nijsten
Factors of quality of care and their association with smartphone based PHR adoption in South Korean hospitals
Byung Kwan Choi, Young-Taek Park, Hyeoun-Ae Park, Chris Lane, Emmanuel C. Jo, Sunghong Kang
Assessing the suitability of general practice electronic health records for clinical prediction model development: a data quality assessment
Sharmala Thuraisingam, Patty Chondros, Michelle M. Dowsey, Tim Spelman, Stephanie Garies, Peter F. Choong, Jane Gunn, Jo-Anne Manski-Nankervis
Prevention and control of urinary tract stones using a smartphone-based self-care application: design and evaluation
Leila Shahmoradi, Amin Azizpour, Mahmud Bejani, Pejman Shadpour, Sorayya Rezayi
Application of machine learning to predict the occurrence of arrhythmia after acute myocardial infarction
Suhuai Wang, Jingjie Li, Lin Sun, Jianing Cai, Shihui Wang, Linwen Zeng, Shaoqing Sun
A data driven learning approach for the assessment of data quality
Erik Tute, Nagarajan Ganapathy, Antje Wulff
Prediction of long-term hospitalisation and all-cause mortality in patients with chronic heart failure on Dutch claims data: a machine learning approach
Onno P. van der Galiën, René C. Hoekstra, Muhammed T. Gürgöze, Olivier C. Manintveld, Mark R. van den Bunt, Cor J. Veenman, Eric Boersma
Interpretable time-aware and co-occurrence-aware network for medical prediction
Chenxi Sun, Hongna Dui, Hongyan Li
Implementation challenges and perception of care providers on Electronic Medical Records at St. Paul’s and Ayder Hospitals, Ethiopia
Alemayehu Bisrat, Dagne Minda, Bekalu Assamnew, Biruk Abebe, Teshome Abegaz
Personal Electronic Records of Medications (PERMs) for medication reconciliation at care transitions: a rapid realist review
Catherine Waldron, Joan Cahill, Sam Cromie, Tim Delaney, Sean P. Kennelly, Joshua M. Pevnick, Tamasine Grimes
Establishing an expert consensus for the operational definitions of asthma-associated infectious and inflammatory multimorbidities for computational algorithms through a modified Delphi technique
Jungwon Yoon, Heather Billings, Chung-Il Wi, Elissa Hall, Sunghwan Sohn, Jung Hyun Kwon, Euijung Ryu, Pragya Shrestha, Hongfang Liu, Young J. Juhn
Effect of deep learning-based assistive technology use on chest radiograph interpretation by emergency department physicians: a prospective interventional simulation-based study
Ji Hoon Kim, Sang Gil Han, Ara Cho, Hye Jung Shin, Song-Ee Baek
Quantifying the impact of addressing data challenges in prediction of length of stay
Amin Naemi, Thomas Schmidt, Marjan Mansourvar, Ali Ebrahimi, Uffe Kock Wiil
DRG grouping by machine learning: from expert-oriented to data-based method
Xiaoting Liu, Chenhao Fang, Chao Wu, Jianxing Yu, Qi Zhao
Diagnostic performance of classification trees and hematological functions in hematologic disorders: an application of multidimensional scaling and cluster analysis
Fakher Rahim, Anoshirvan Kazemnejad, Mina Jahangiri, Amal Saki Malehi, Kimiya Gohari
Adapting the patient and physician versions of the 9-item shared decision making questionnaire for other healthcare providers in Japan
Yuko Goto, Yasuhiro Yamaguchi, Joji Onishi, Hidenori Arai, Martin Härter, Isabelle Scholl, Levente Kriston, Hisayuki Miura
Improved preventive care clinical decision-making efficiency: leveraging a point-of-care clinical decision support system
Scott Laing, Jay Mercer
Bayesian network-based missing mechanism identification (BN-MMI) method in medical research
Tingyan Yue, Tao Zhang
Enhancing implementation of a standardized initial assessment for demand management in outpatient emergency care in Germany: a quantitative process evaluation
Amanda Breckner, Catharina Roth, Joachim Szecsenyi, Michel Wensing
EOESGC: predicting miRNA-disease associations based on embedding of embedding and simplified graph convolutional network
Shanchen Pang, Yu Zhuang, Xinzeng Wang, Fuyu Wang, Sibo Qiao
Clinicians’ experiences of using and implementing a medical mobile phone app (QUiPP V2) designed to predict the risk of preterm birth and aid clinical decision making
N. Carlisle, H. A. Watson, J. Carter, K. Kuhrt, P. T. Seed, R. M. Tribe, J. Sandall, A. H. Shennan
A novel approach to educate hospitalized cardiovascular disease patients about lifestyle and behavior modifications
Atiyeh Saboktakin, Mohammad Mehdi Sepehri, Roghaye Khasha
Improving random forest predictions in small datasets from two-phase sampling designs
Sunwoo Han, Brian D. Williamson, Youyi Fong
Integrating shared decision-making into primary care: lessons learned from a multi-centre feasibility randomized controlled trial
Catherine H. Yu, Farid Medleg, Dorothy Choi, Catherine M. Spagnuolo, Lakmini Pinnaduwage, Sharon E. Straus, Paul Cantarutti, Karen Chu, Paul Frydrych, Amy Hoang-Kim, Noah Ivers, David Kaplan, Fok-Han Leung, John Maxted, Jeremy Rezmovitz, Joanna Sale, Sumeet Sodhi, Dawn Stacey, Deanna Telner
Comparison of RetinaNet, SSD, and YOLO v3 for real-time pill identification
Lu Tan, Tianran Huangfu, Liyao Wu, Wenying Chen
A home-based pulmonary rehabilitation mHealth system to enhance the exercise capacity of patients with COPD: development and evaluation
Ning Deng, Leiyi Sheng, Wangshu Jiang, Yongfa Hao, Shuoshuo Wei, Bei Wang, Huilong Duan, Juan Chen
Health management information system (HMIS) data quality and associated factors in Massaguet district, Chad
Azoukalné Moukénet, Monica Anna de Cola, Charlotte Ward, Honoré Beakgoubé, Kevin Baker, Laura Donovan, Jean Laoukolé, Sol Richardson
Comparison of wavelet transformations to enhance convolutional neural network performance in brain tumor segmentation
Mohamadreza Hajiabadi, Behrouz Alizadeh Savareh, Hassan Emami, Azadeh Bashiri
A tree based approach for multi-class classification of surgical procedures using structured and unstructured data
Tannaz Khaleghi, Alper Murat, Suzan Arslanturk
Patient empowerment through a user-centered design of an electronic personal health record: a qualitative study of user requirements in chronic kidney disease
Esmaeel Toni, Habibollah Pirnejad, Khadijeh Makhdoomi, Azam Mivefroshan, Zahra Niazkhani
Using text mining techniques to extract prostate cancer predictive information (Gleason score) from semi-structured narrative laboratory reports in the Gauteng province, South Africa
Naseem Cassim, Michael Mapundu, Victor Olago, Turgay Celik, Jaya Anna George, Deborah Kim Glencross
A machine learning based two-stage clinical decision support system for predicting patients’ discontinuation from opioid use disorder treatment: retrospective observational study
Md Mahmudul Hasan, Gary J. Young, Jiesheng Shi, Prathamesh Mohite, Leonard D. Young, Scott G. Weiner, Md. Noor-E-Alam
Prediction of central venous catheter-associated deep venous thrombosis in pediatric critical care settings
Haomin Li, Yang Lu, Xian Zeng, Cangcang Fu, Huilong Duan, Qiang Shu, Jihua Zhu
A graph-based gene selection method for medical diagnosis problems using a many-objective PSO algorithm
Saeid Azadifar, Ali Ahmadi
Understanding the complexity of sepsis mortality prediction via rule discovery and analysis: a pilot study
Ying Wu, Shuai Huang, Xiangyu Chang
How can we discover the most valuable types of big data and artificial intelligence-based solutions? A methodology for the efficient development of the underlying analytics that improve care
Lytske Bakker, Jos Aarts, Carin Uyl-de Groot, Ken Redekop
Correction to: Promoting healthy teenage behaviour across three European countries through the use of a novel smartphone technology platform, PEGASO fit for future: study protocol of a quasi-experimental, controlled, multi-Centre trial
Elisa Puigdomenech, Anne Martin, Alexandra Lang, Fulvio Adorni, Santiago Felipe Gomez, Brian McKinstry, Federica Prinelli, Laura Condon, Rajeeb Rashid, Maurizio Caon, Sarah Atkinson, Claudio L. Lafortuna, Valentina Ciociola, Janet Hanley, Lucy McCloughan, Conxa Castell, Mireia Espallargues
Ensemble learning for the early prediction of neonatal jaundice with genetic features
Haowen Deng, Youyou Zhou, Lin Wang, Cheng Zhang
Key components and critical factors for developing a telehealth business framework: a qualitative study
Farnia Velayati, Haleh Ayatollahi, Morteza Hemmat, Reza Dehghan
Patients’ views of shared decision making in inflammatory bowel disease: a survey in China
Dingting Xu, Hanyun Zhang, Yan Chen
Modelling and identification of characteristic kinematic features preceding freezing of gait with convolutional neural networks and layer-wise relevance propagation
Benjamin Filtjens, Pieter Ginis, Alice Nieuwboer, Muhammad Raheel Afzal, Joke Spildooren, Bart Vanrumste, Peter Slaets
Weighted Cox regression for the prediction of heterogeneous patient subgroups
Katrin Madjar, Jörg Rahnenführer
Identifying and evaluating clinical subtypes of Alzheimer’s disease in care electronic health records using unsupervised machine learning
Nonie Alexander, Daniel C. Alexander, Frederik Barkhof, Spiros Denaxas
A mental models approach for defining explainable artificial intelligence
Michael Merry, Pat Riddle, Jim Warren
Predictive models for personalized asthma attacks based on patient’s biosignals and environmental factors: a systematic review
Eman T. Alharbi, Farrukh Nadeem, Asma Cherif
Factors influencing online orthopedic doctor–patient consultations
Ping Lei, Jianjun Zheng, Yun Li, Zhongjiang Li, Fei Gao, Xuesong Li
Adapted time-varying covariates Cox model for predicting future cirrhosis development performs well in a large hepatitis C cohort
Lauren A. Beste, Xuefei Zhang, Grace L. Su, Tony Van, George N. Ioannou, Brandon Oselio, Monica Tincopa, Boang Liu, Amit G. Singal, Ji Zhu, Akbar K. Waljee
Exploratory study on classification of chronic obstructive pulmonary disease combining multi-stage feature fusion and machine learning
Junfeng Peng, Mi Zhou, Kaiqiang Zou, Xiongyong Zhu, Jun Xu, Yi Teng, Feifei Zhang, Guoming Chen
Safer prescription of drugs: impact of the PREFASEG system to aid clinical decision-making in primary care in Catalonia
M. Àngels Pons-Mesquida, Míriam Oms-Arias, Eduard Diogène-Fadini, Albert Figueras
Reinforcement learning assisted oxygen therapy for COVID-19 patients under intensive care
Hua Zheng, Jiahao Zhu, Wei Xie, Judy Zhong
The prediction of hospital length of stay using unstructured data
Jan Chrusciel, François Girardon, Lucien Roquette, David Laplanche, Antoine Duclos, Stéphane Sanchez
MedTAG: a portable and customizable annotation tool for biomedical documents
Fabio Giachelle, Ornella Irrera, Gianmaria Silvello
Leveraging medical context to recommend semantically similar terms for chart reviews
Cheng Ye, Bradley A. Malin, Daniel Fabbri
Process mining framework with time perspective for understanding acute care: a case study of AIS in hospitals
Jianfei Pang, Haifeng Xu, Jun Ren, Jun Yang, Mei Li, Dan Lu, Dongsheng Zhao
Investigating the interpretability of fetal status assessment using antepartum cardiotocographic records
Liting Huang, Zhiying Jiang, Ruichu Cai, Li Li, Qinqun Chen, Jiaming Hong, Zhifeng Hao, Hang Wei
dfgcompare: a library to support process variant analysis through Markov models
Amin Jalali, Paul Johannesson, Erik Perjons, Ylva Askfors, Abdolazim Rezaei Kalladj, Tero Shemeikka, Anikó Vég
A clinical decision support system is associated with reduced loss to follow-up among patients receiving HIV treatment in Kenya: a cluster randomized trial
Tom Oluoch, Ronald Cornet, Jacques Muthusi, Abraham Katana, Davies Kimanga, Daniel Kwaro, Nicky Okeyo, Ameen Abu-Hanna, Nicolette de Keizer
cbpManager: a web application to streamline the integration of clinical and genomic data in cBioPortal to support the Molecular Tumor Board
Arsenij Ustjanzew, Alexander Desuki, Christoph Ritzel, Alina Corinna Dolezilek, Daniel-Christoph Wagner, Jan Christoph, Philipp Unberath, Thomas Kindler, Jörg Faber, Federico Marini, Torsten Panholzer, Claudia Paret
Cancer screening simulation models: a state of the art review
Aleksandr Bespalov, Anton Barchuk, Anssi Auvinen, Jaakko Nevalainen
Kernel principal components based cascade forest towards disease identification with human microbiota
Jiayu Zhou, Yanqing Ye, Jiang Jiang
Women and ethnoracial minorities with poor cardiovascular health measures associated with a higher risk of developing mood disorder
Aixia Guo, Kari A. Stephens, Yosef M. Khan, James R. Langabeer, Randi E. Foraker
Users’ perception on factors contributing to electronic medical records systems use: a focus group discussion study in healthcare facilities setting in Kenya
Philomena N. Ngugi, Martin C. Were, Ankica Babic
Composition-driven symptom phrase recognition for Chinese medical consultation corpora
Xuan Gu, Zhengya Sun, Wensheng Zhang
Predicting atrial fibrillation episodes with rapid ventricular rates associated with low levels of activity
Zhi Li, Kevin M. Wheelock, Sangeeta Lathkar-Pradhan, Hakan Oral, Daniel J. Clauw, Pujitha Gunaratne, Jonathan Gryak, Kayvan Najarian, Brahmajee K. Nallamothu, Hamid Ghanbari
ECG signal classification based on deep CNN and BiLSTM
Jinyong Cheng, Qingxu Zou, Yunxiang Zhao
Exploring the perspectives of primary care providers on use of the electronic Patient Reported Outcomes tool to support goal-oriented care: a qualitative study
Hardeep Singh, Farah Tahsin, Jason Xin Nie, Brian McKinstry, Kednapa Thavorn, Ross Upshur, Sarah Harvey, Walter P. Wodchis, Carolyn Steele Gray
Ontological modeling of the International Classification of Functioning, Disabilities and Health (ICF): Activities&Participation and Environmental Factors components
Silvia Cozzi, Andrea Martinuzzi, Vincenzo Della Mea
Identifying drug-related attributes to personalise antihypertensive agents: the outcome report of patients receiving metoprolol therapy
Chunyu Liu, Jing Xu, Ran Liu, Miye Wang, Yixuan Zhuo, Lan Su, Hongmei Yan, Qing Zhang
Machine learning approaches for the prediction of postoperative complication risk in liver resection patients
Siyu Zeng, Lele Li, Yanjie Hu, Li Luo, Yuanchen Fang
Multi-task learning for Chinese clinical named entity recognition with external knowledge
Ming Cheng, Shufeng Xiong, Fei Li, Pan Liang, Jianbo Gao
Level and contributing factors of health data quality and information use in two districts in Northwest Ethiopia: social-ecological perspective
Binyam Tilahun, Lemma Derseh, Asmamaw Atinafu, Adane Mamuye, Tesfahun H. Mariam, Mesoud Mohammed, Teklehayimanot G. Hiwot, Berhanu Fikadie Endehabtu
A personalized decision aid for prostate cancer shared decision making
Hilary P. Bagshaw, Alejandro Martinez, Nastaran Heidari, David Scheinker, Alan Pollack, Radka Stoyanova, Eric Horwitz, Gerard Morton, Amar U. Kishan, Mark K. Buyyounouski