Ausgabe 1/2019
Inhalt (208 Artikel)
A clinical text classification paradigm using weak supervision and deep representation
Yanshan Wang, Sunghwan Sohn, Sijia Liu, Feichen Shen, Liwei Wang, Elizabeth J. Atkinson, Shreyasee Amin, Hongfang Liu
Meta-analysis of predictive models to assess the clinical validity and utility for patient-centered medical decision making: application to the CAncer of the Prostate Risk Assessment (CAPRA)
Marine Lorent, Haïfa Maalmi, Philippe Tessier, Stéphane Supiot, Etienne Dantan, Yohann Foucher
Predicting patient-reported outcomes following hip and knee replacement surgery using supervised machine learning
Manuel Huber, Christoph Kurz, Reiner Leidl
A usability design checklist for Mobile electronic data capturing forms: the validation process
Alice Mugisha, Victoria Nankabirwa, Thorkild Tylleskär, Ankica Babic
Utilizing dynamic treatment information for MACE prediction of acute coronary syndrome
Huilong Duan, Zhoujian Sun, Wei Dong, Zhengxing Huang
Assigning value to preparation for prostate cancer decision making: a willingness to pay analysis
Leslie S. Wilson, Traci M. Blonquist, Fangxin Hong, Barbara Halpenny, Seth Wolpin, Peter Chang, Christopher P. Filson, Viraj A. Master, Martin G. Sanda, Gary W. Chien, Randy A. Jones, Tracey L. Krupski, Donna L. Berry
A classification framework for exploiting sparse multi-variate temporal features with application to adverse drug event detection in medical records
Francesco Bagattini, Isak Karlsson, Jonathan Rebane, Panagiotis Papapetrou
Effectiveness of a decision aid for promoting colorectal cancer screening in Spain: a randomized trial
Lilisbeth Perestelo-Perez, Amado Rivero-Santana, Alezandra Torres-Castaño, Vanesa Ramos-Garcia, Yolanda Alvarez-Perez, Nerea Gonzalez-Hernandez, Andrea Buron, Michael Pignone, Pedro Serrano-Aguilar
Initial development of Supportive care Assessment, Prioritization and Recommendations for Kids (SPARK), a symptom screening and management application
Sadie Cook, Emily Vettese, Dilip Soman, Shannon Hyslop, Susan Kuczynski, Brenda Spiegler, Hailey Davis, Nathan Duong, Stacee Ou Wai, Robert Golabek, Patryk Golabek, Adam Antoszek-Rallo, Tal Schechter, L. Lee Dupuis, Lillian Sung
The state of research on cyberattacks against hospitals and available best practice recommendations: a scoping review
Salem T. Argaw, Nefti-Eboni Bempong, Bruce Eshaya-Chauvin, Antoine Flahault
Development process of a mobile electronic medical record for nurses: a single case study
Danielle M. Vossebeld, Erik C. N. Puik, Joris E. N. Jaspers, Marieke J. Schuurmans
Ultra-short term HRV features as surrogates of short term HRV: a case study on mental stress detection in real life
R. Castaldo, L. Montesinos, P. Melillo, C. James, L. Pecchia
Modelling cancer outcomes of bone metastatic patients: combining survival data with N-Telopeptide of type I collagen (NTX) dynamics through joint models
Hugo Loureiro, Eunice Carrasquinha, Irina Alho, Arlindo R. Ferreira, Luís Costa, Alexandra M. Carvalho, Susana Vinga
Treatment recommendations to cancer patients in the context of FDA guidance for next generation sequencing
Grace K. Dy, Mary K. Nesline, Antonios Papanicolau-Sengos, Paul DePietro, Charles M. LeVea, Amy Early, Hongbin Chen, Anne Grand’Maison, Patrick Boland, Marc S. Ernstoff, Stephen Edge, Stacey Akers, Mateusz Opyrchal, Gurkamal Chatta, Kunle Odunsi, Sarabjot Pabla, Jeffrey M. Conroy, Sean T. Glenn, Hanchun T. DeFedericis, Blake Burgher, Jonathan Andreas, Vincent Giamo, Maochun Qin, Yirong Wang, Kazunori Kanehira, Felicia L. Lenzo, Peter Frederick, Shashikant Lele, Lorenzo Galluzzi, Boris Kuvshinoff, Carl Morrison
Replicating medication trend studies using ad hoc information extraction in a clinical data warehouse
Georg Dietrich, Jonathan Krebs, Leon Liman, Georg Fette, Maximilian Ertl, Mathias Kaspar, Stefan Störk, Frank Puppe
Exploring the role of competing demands and routines during the implementation of a self-management tool for type 2 diabetes: a theory-based qualitative interview study
Sebastian Potthoff, Justin Presseau, Falko F. Sniehotta, Matthew Breckons, Amy Rylance, Leah Avery
Development and validation of a pain monitoring app for patients with musculoskeletal conditions (The Keele pain recorder feasibility study)
John Bedson, Jonathon Hill, David White, Ying Chen, Simon Wathall, Stephen Dent, Kendra Cooke, Danielle van der Windt
Integrating an openEHR-based personalized virtual model for the ageing population within HBase
Spyridon Kalogiannis, Konstantinos Deltouzos, Evangelia I. Zacharaki, Andreas Vasilakis, Konstantinos Moustakas, John Ellul, Vasileios Megalooikonomou
Readiness to use telemonitoring in diabetes care: a cross-sectional study among Austrian practitioners
Domenik Muigg, Peter Kastner, Georg Duftschmid, Robert Modre-Osprian, Daniela Haluza
Clinical decision support system for the management of osteoporosis compared to NOGG guidelines and an osteology specialist: a validation pilot study
Haukur T. Gudmundsson, Karen E. Hansen, Bjarni V. Halldorsson, Bjorn R. Ludviksson, Bjorn Gudbjornsson
Discovery of under immunized spatial clusters using network scan statistics
Jose Cadena, David Falcone, Achla Marathe, Anil Vullikanti
Development and implementation of “Check of Medication Appropriateness” (CMA): advanced pharmacotherapy-related clinical rules to support medication surveillance
Charlotte Quintens, Thomas De Rijdt, Tine Van Nieuwenhuyse, Steven Simoens, Willy E. Peetermans, Bart Van den Bosch, Minne Casteels, Isabel Spriet
A basic model for assessing primary health care electronic medical record data quality
Amanda L. Terry, Moira Stewart, Sonny Cejic, J. Neil Marshall, Simon de Lusignan, Bert M. Chesworth, Vijaya Chevendra, Heather Maddocks, Joshua Shadd, Fred Burge, Amardeep Thind
A visual interactive analytic tool for filtering and summarizing large health data sets coded with hierarchical terminologies (VIADS)
Xia Jing, Matthew Emerson, David Masters, Matthew Brooks, Jacob Buskirk, Nasseef Abukamail, Chang Liu, James J. Cimino, Jay Shubrook, Sonsoles De Lacalle, Yuchun Zhou, Vimla L. Patel
Rare disease knowledge enrichment through a data-driven approach
Feichen Shen, Yiqing Zhao, Liwei Wang, Majid Rastegar Mojarad, Yanshan Wang, Sijia Liu, Hongfang Liu
Importance of medical data preprocessing in predictive modeling and risk factor discovery for the frailty syndrome
Andreas Philipp Hassler, Ernestina Menasalvas, Francisco José García-García, Leocadio Rodríguez-Mañas, Andreas Holzinger
Assessing factors militating against the acceptance and successful implementation of a cloud based health center from the healthcare professionals’ perspective: a survey of hospitals in Benue state, northcentral Nigeria
Patience E. Idoga, Mehmet Toycan, Halil Nadiri, Erbuğ Çelebi
Who can you trust? A review of free online sources of “trustworthy” information about treatment effects for patients and the public
Andrew D. Oxman, Elizabeth J. Paulsen
Predicting life expectancy with a long short-term memory recurrent neural network using electronic medical records
Merijn Beeksma, Suzan Verberne, Antal van den Bosch, Enny Das, Iris Hendrickx, Stef Groenewoud
Construction and application of service quality evaluation system in the preclinical research on cardiovascular implant devices
Yongchun Cui, Fuliang Luo, Boqing Yang, Bin Li, Qi Zhang, Gopika Das, Guangxin Yue, Jiajie Li, Yue Tang, Xin Wang
Using decision fusion methods to improve outbreak detection in disease surveillance
Gaëtan Texier, Rodrigue S. Allodji, Loty Diop, Jean-Baptiste Meynard, Liliane Pellegrin, Hervé Chaudet
Recursive neural networks in hospital bed occupancy forecasting
Ekaterina Kutafina, Istvan Bechtold, Klaus Kabino, Stephan M. Jonas
Evaluating a South African mobile application for healthcare professionals to improve diagnosis and notification of pesticide poisonings
Siti Kabanda, Hanna-Andrea Rother
Accurate and rapid screening model for potential diabetes mellitus
Dongmei Pei, Yang Gong, Hong Kang, Chengpu Zhang, Qiyong Guo
Predicting hospital-acquired pneumonia among schizophrenic patients: a machine learning approach
Kuang Ming Kuo, Paul C. Talley, Chi Hsien Huang, Liang Chih Cheng
Automatically identifying social isolation from clinical narratives for patients with prostate Cancer
Vivienne J Zhu, Leslie A Lenert, Brian E Bunnell, Jihad S Obeid, Melanie Jefferson, Chanita Hughes Halbert
The validity of synthetic clinical data: a validation study of a leading synthetic data generator (Synthea) using clinical quality measures
Junqiao Chen, David Chun, Milesh Patel, Epson Chiang, Jesse James
QL4MDR: a GraphQL query language for ISO 11179-based metadata repositories
H. Ulrich, J. Kern, D. Tas, A. K. Kock-Schoppenhauer, F. Ückert, J. Ingenerf, M. Lablans
The use of echocardiographic and clinical data recorded on admission to simplify decision making for elective percutaneous coronary intervention: a prospective cohort study
Rabah M. Al abdi, Hussam Alshraideh, Heba H. Hijazi, Mohamad Jarrah, Mohammad S. Alyahya
Considering patient safety in autonomous e-mental health systems – detecting risk situations and referring patients back to human care
Myrthe L. Tielman, Mark A. Neerincx, Claudia Pagliari, Albert Rizzo, Willem-Paul Brinkman
Predicting factors for survival of breast cancer patients using machine learning techniques
Mogana Darshini Ganggayah, Nur Aishah Taib, Yip Cheng Har, Pietro Lio, Sarinder Kaur Dhillon
Correction to: Using decision fusion methods to improve outbreak detection in disease surveillance
Gaëtan Texier, Rodrigue S. Allodji, Loty Diop, Jean-Baptiste Meynard, Liliane Pellegrin, Hervé Chaudet
QAnalysis: a question-answer driven analytic tool on knowledge graphs for leveraging electronic medical records for clinical research
Tong Ruan, Yueqi Huang, Xuli Liu, Yuhang Xia, Ju Gao
Mobile phone applications to overcome malnutrition among preschoolers: a systematic review
Navisa Seyyedi, Bahlol Rahimi, Hamid Reza Farrokh Eslamlou, Toomas Timpka, Hadi Lotfnezhad Afshar
Talking about treatment benefits, harms, and what matters to patients in radiation oncology: an observational study
Laurie Pilote, Luc Côté, Selma Chipenda Dansokho, Émilie Brouillard, Anik M. C. Giguère, France Légaré, Roland Grad, Holly O. Witteman
Falls Sensei: a serious 3D exploration game to enable the detection of extrinsic home fall hazards for older adults
Arthur G. Money, Anita Atwal, Emily Boyce, Sophie Gaber, Susan Windeatt, Kyriakos Alexandrou
Identifying clinically important COPD sub-types using data-driven approaches in primary care population based electronic health records
Maria Pikoula, Jennifer Kathleen Quint, Francis Nissen, Harry Hemingway, Liam Smeeth, Spiros Denaxas
GatewayNet: a form of sequential rule mining
Phillip C. S. R. Kilgore, Nadejda Korneeva, Thomas C. Arnold, Marjan Trutschl, Urška Cvek
Are Austrian practitioners ready to use medical apps? Results of a validation study
Fanni Hofer, Daniela Haluza
Correction to: Automatically identifying social isolation from clinical narratives for patients with prostate Cancer
Vivienne J. Zhu, Leslie A. Lenert, Brian E. Bunnell, Jihad S. Obeid, Melanie Jefferson, Chanita Hughes Halbert
Taking patient involvement seriously: a critical ethical analysis of participatory approaches in data-intensive medical research
Katharina Beier, Mark Schweda, Silke Schicktanz
Using the distance between sets of hierarchical taxonomic clinical concepts to measure patient similarity
Zheng Jia, Xudong Lu, Huilong Duan, Haomin Li
“OPTImAL”: an ontology for patient adherence modeling in physical activity domain
Kristina Livitckaia, Vassilis Koutkias, Evangelia Kouidi, Mark van Gils, Nikolaos Maglaveras, Ioanna Chouvarda
An open access medical knowledge base for community driven diagnostic decision support system development
Lars Müller, Rashmi Gangadharaiah, Simone C. Klein, James Perry, Greg Bernstein, David Nurkse, Dustin Wailes, Rishi Graham, Robert El-Kareh, Sanjay Mehta, Staal A. Vinterbo, Eliah Aronoff-Spencer
Quantile-based fecal hemoglobin concentration for assessing colorectal neoplasms with 1,263,717 Taiwanese screenees
Szu-Min Peng, Han-Mo Chiu, Hsiao-Hsuan Jen, Chen-Yang Hsu, Sam Li-Sheng Chen, Sherry Yueh-Hsia Chiu, Amy Ming-Fang Yen, Jean Ching-Yuan Fann, Yi-Chia Lee, Hsiu-Hsi Chen
Accessing and sharing health information for post-discharge stroke care through a national health information exchange platform - a case study
Nadia Davoody, Sabine Koch, Ingvar Krakau, Maria Hägglund
Machine learning to help researchers evaluate biases in clinical trials: a prospective, randomized user study
Frank Soboczenski, Thomas A. Trikalinos, Joël Kuiper, Randolph G. Bias, Byron C. Wallace, Iain J. Marshall
A mobile health monitoring-and-treatment system based on integration of the SSN sensor ontology and the HL7 FHIR standard
Shaker El-Sappagh, Farman Ali, Abdeltawab Hendawi, Jun-Hyeog Jang, Kyung-Sup Kwak
Patient centred variables with univariate associations with unplanned ICU admission: a systematic review
James Malycha, Timothy Bonnici, David A. Clifton, Guy Ludbrook, J. Duncan Young, Peter J. Watkinson
Chronic wound assessment and infection detection method
Jui-Tse Hsu, Yung-Wei Chen, Te-Wei Ho, Hao-Chih Tai, Jin-Ming Wu, Hsin-Yun Sun, Chi-Sheng Hung, Yi-Chong Zeng, Sy-Yen Kuo, Feipei Lai
Improving health information systems during an emergency: lessons and recommendations from an Ebola treatment centre in Sierra Leone
Shefali Oza, Kevin Wing, Alieu Amara Sesay, Sabah Boufkhed, Catherine Houlihan, Lahai Vandi, Sahr Charles Sebba, Catherine R. McGowan, Rachael Cummings, Francesco Checchi
A statistical analysis of vaccine-adverse event data
Jian-Jian Ren, Tingni Sun, Yongqun He, Yuji Zhang
A retrospective comparison of inappropriate prescribing of psychotropics in three Norwegian nursing homes in 2000 and 2016 with prescribing quality indicators
Jan Schjøtt, Jörg Aßmus
How to measure temporal changes in care pathways for chronic diseases using health care registry data
Eugenio Ventimiglia, Mieke Van Hemelrijck, Lars Lindhagen, Pär Stattin, Hans Garmo
Decision tree–based classifier in providing telehealth service
Ching-Chin Chern, Yu-Jen Chen, Bo Hsiao
Development of a novel mobile application to detect urine protein for nephrotic syndrome disease monitoring
Chia-shi Wang, Richard Boyd, Russell Mitchell, W. Darryl Wright, Courtney McCracken, Cam Escoffery, Rachel E. Patzer, Larry A. Greenbaum
Mobile applications for pain management: an app analysis for clinical usage
Peng Zhao, Illhoi Yoo, Robert Lancey, Ebby Varghese
Evidence-based medicine among physicians working in selected public hospitals in eastern Ethiopia: a cross-sectional study
Teshager Worku, Meron Yeshitila, Tilaye Feto, Shiferaw Leta, Frehiwot Mesfin, Haymanot Mezmur
The effect of computerized decision support systems on cardiovascular risk factors: a systematic review and meta-analysis
T. Katrien J. Groenhof, Folkert W. Asselbergs, Rolf H. H. Groenwold, Diederick E. Grobbee, Frank L. J. Visseren, Michiel L. Bots
Epileptic patients’ willingness to receive cell-phone based medication reminder in Northwest Ethiopia
Bereket Senay, Kassahun Dessie Gashu, Adamu Takele Jemere, Zeleke Abebaw Mekonnen
The use of technology in the context of frailty screening and management interventions: a study of stakeholders’ perspectives
Holly Gwyther, Lex van Velsen, Rachel L. Shaw, Barbara D’Avanzo, Maria Bujnowska-Fedak, Donata Kurpas, Katarzyna Szwamel, Jan-Willem van’t Klooster, Carol Holland
Epihack Sri Lanka: development of a mobile surveillance tool for dengue fever
May O. Lwin, Anita Sheldenkar, Chitra Panchapakesan, Janelle Shaina Ng, Jerrald Lau, Karthikayen Jayasundar, Kasun Horathalge, Vajira Sampath Rathnayake, Adam W. Crawley, Prasad Wimalaratne
The index lift in data mining has a close relationship with the association measure relative risk in epidemiological studies
Khanh Vu, Rebecca A. Clark, Colin Bellinger, Graham Erickson, Alvaro Osornio-Vargas, Osmar R. Zaïane, Yan Yuan
The past, present and future of opioid withdrawal assessment: a scoping review of scales and technologies
Joseph K. Nuamah, Farzan Sasangohar, Madhav Erraguntla, Ranjana K. Mehta
Ear biometrics for patient identification in global health: a field study to test the effectiveness of an image stabilization device in improving identification accuracy
Lauren P. Etter, Elizabeth J. Ragan, Rachael Campion, David Martinez, Christopher J. Gill
An online experiment to assess bias in professional medical coding
Jacqueline M. Torres, Danielle Hessler-Jones, Carol Yarbrough, Adam Tapley, Raemarie Jimenez, Laura M. Gottlieb
Development and evaluation of a mobile application for case management of small and sick newborns in Bangladesh
Lauren E. Schaeffer, Salahuddin Ahmed, Mahmoodur Rahman, Rachel Whelan, Sayedur Rahman, Arunangshu Dutta Roy, Tanzia Ahmed Nijhum, Nazmun Nahar Bably, Helen D’Couto, Carly Hudelson, Iffat Ara Jaben, Sayed Rubayet, Abdullah Baqui, Anne CC Lee
The Generalized Data Model for clinical research
Mark D. Danese, Marc Halperin, Jennifer Duryea, Ryan Duryea
Identifying patients at highest-risk: the best timing to apply a readmission predictive model
Natalie Flaks-Manov, Maxim Topaz, Moshe Hoshen, Ran D. Balicer, Efrat Shadmi
How professional capital and team heterogeneity affect the demands of online team-based medical service
Jiaying Li, Hong Wu, Zhaohua Deng, Naiji Lu, Richard Evans, Chenxi Xia
Combining population-based administrative health records and electronic medical records for disease surveillance
Saeed Al-Azazi, Alexander Singer, Rasheda Rabbani, Lisa M. Lix
TASKA: A modular task management system to support health research studies
João Rafael Almeida, Rosa Gini, Giuseppe Roberto, Peter Rijnbeek, José Luís Oliveira
User evaluation of a novel SMS-based reminder system for supporting post-stroke rehabilitation
Uno Fors, Julius T. Kamwesiga, Gunilla M. Eriksson, Lena von Koch, Susanne Guidetti
Design and evaluation of a LIS-based autoverification system for coagulation assays in a core clinical laboratory
Zhongqing Wang, Cheng Peng, Hui Kang, Xia Fan, Runqing Mu, Liping Zhou, Miao He, Bo Qu
Item response theory analysis and properties of decisional conflict scales: findings from two multi-site trials of men with localized prostate cancer
Rachel A. Pozzar, Donna L. Berry, Fangxin Hong
Regional data exchange to improve care for veterans after non-VA hospitalization: a randomized controlled trial
Brian E. Dixon, Ashley L. Schwartzkopf, Vivian M. Guerrero, Justine May, Nicholas S. Koufacos, Andrew M. Bean, Joan D. Penrod, Cathy C. Schubert, Kenneth S. Boockvar
Correction to: The past, present and future of opioid withdrawal assessment: a scoping review of scales and technologies
Joseph K. Nuamah, Farzan Sasangohar, Madhav Erraguntla, Ranjana K. Mehta
Automatically determining cause of death from verbal autopsy narratives
Serena Jeblee, Mireille Gomes, Prabhat Jha, Frank Rudzicz, Graeme Hirst
Detection of probable dementia cases in undiagnosed patients using structured and unstructured electronic health records
Yijun Shao, Qing T. Zeng, Kathryn K. Chen, Andrew Shutes-David, Stephen M. Thielke, Debby W. Tsuang
Developing a patient portal for haematology patients requires involvement of all stakeholders and a customised design, tailored to the individual needs
Paul A. F. Geerts, Trudy van der Weijden, Pien G. M. Loeffen, Lise E. F. Janssen, Celine Almekinders, Tobias A. Wienhold, Gerard M. J. Bos
Development and validation of a patient decision aid for prostate Cancer therapy: from paternalistic towards participative shared decision making
Anshu Ankolekar, Ben G. L. Vanneste, Esther Bloemen-van Gurp, Joep G. van Roermund, Evert J. van Limbergen, Kees van de Beek, Tom Marcelissen, Victor Zambon, Matthias Oelke, Andre Dekker, Cheryl Roumen, Philippe Lambin, Adriana Berlanga, Rianne Fijten
Expenditure variations analysis using residuals for identifying high health care utilizers in a state Medicaid program
Chengliang Yang, Chris Delcher, Elizabeth Shenkman, Sanjay Ranka
Precursor-induced conditional random fields: connecting separate entities by induction for improved clinical named entity recognition
Wangjin Lee, Jinwook Choi
Harnessing mobile devices to support the delivery of community-based clinical care: a participatory evaluation
Jasmine Harvey, John Powell
Alerts for community pharmacist-provided medication therapy management: recommendations from a heuristic evaluation
Margie E. Snyder, Heather Jaynes, Stephanie A. Gernant, Julie DiIulio, Laura G. Militello, William R. Doucette, Omolola A. Adeoye, Alissa L. Russ
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning
Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed
Patient decision aids: a content analysis based on a decision tree structure
Alexandra Gheondea-Eladi
Development and validation of a pragmatic natural language processing approach to identifying falls in older adults in the emergency department
Brian W. Patterson, Gwen C. Jacobsohn, Manish N. Shah, Yiqiang Song, Apoorva Maru, Arjun K. Venkatesh, Monica Zhong, Katherine Taylor, Azita G. Hamedani, Eneida A. Mendonça
Connected diagnostics: linking digital rapid diagnostic tests and mobile health wallets to diagnose and treat brucellosis in Samburu, Kenya
S. Smith, R. Koech, D. Nzorubara, M. Otieno, L. Wong, G. Bhat, E. van den Bogaart, M. Thuranira, D. Onchonga, T. F. Rinke de Wit
Multi-part quality evaluation of a customized mobile application for monitoring elderly patients with functional loss and helping caregivers
Matheus Costa Stutzel, Michel Pedro Filippo, Alexandre Sztajnberg, Rosa Maria E.M. da Costa, André da Silva Brites, Luciana Branco da Motta, Célia Pereira Caldas
Building a tobacco user registry by extracting multiple smoking behaviors from clinical notes
Ellen L. Palmer, Saeed Hassanpour, John Higgins, Jennifer A. Doherty, Tracy Onega
A clustering approach for detecting implausible observation values in electronic health records data
Hossein Estiri, Jeffrey G. Klann, Shawn N. Murphy
Assessing data availability and quality within an electronic health record system through external validation against an external clinical data source
Ellen L. Palmer, John Higgins, Saeed Hassanpour, James Sargent, Christina M. Robinson, Jennifer A. Doherty, Tracy Onega
Correction to: Primary health information standard system based on semantic interoperability
Xia Zhao, Xiaohua Li, Wei Yang, Qianjin Feng, Yi Zhou, Qiong Wang
How to improve eRehabilitation programs in stroke care? A focus group study to identify requirements of end-users
Manon Wentink, L. van Bodegom-Vos, B. Brouns, H. Arwert, S. Houdijk, P. Kewalbansing, L. Boyce, T. Vliet Vlieland, A. de Kloet, J. Meesters
On the interpretability of machine learning-based model for predicting hypertension
Radwa Elshawi, Mouaz H. Al-Mallah, Sherif Sakr
Correction to: Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning
Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed
Effectiveness of decision aids for female BRCA1 and BRCA2 mutation carriers: a systematic review
Lisa Krassuski, Vera Vennedey, Stephanie Stock, Sibylle Kautz-Freimuth
Smartphone use by government dermatology practitioners in Kuwait: a self-reported questionnaire based cross-sectional study
Ali Jasem Buabbas, Prem Sharma, Adel Al-Abdulrazaq, Hashem Shehab
Detection of medical text semantic similarity based on convolutional neural network
Tao Zheng, Yimei Gao, Fei Wang, Chenhao Fan, Xingzhi Fu, Mei Li, Ya Zhang, Shaodian Zhang, Handong Ma
Patients’ willingness to share digital health and non-health data for research: a cross-sectional study
Emily Seltzer, Jesse Goldshear, Sharath Chandra Guntuku, Dave Grande, David A. Asch, Elissa V. Klinger, Raina M. Merchant
Collective intelligence in medical decision-making: a systematic scoping review
Kate Radcliffe, Helena C. Lyson, Jill Barr-Walker, Urmimala Sarkar
The effect of ICU-tailored drug-drug interaction alerts on medication prescribing and monitoring: protocol for a cluster randomized stepped-wedge trial
T. Bakker, J. E. Klopotowska, S. Eslami, D. W. de Lange, R. van Marum, H. van der Sijs, E. de Jonge, D. A. Dongelmans, N. F. de Keizer, A. Abu-Hanna
Experienced time pressure and stress: electronic health records usability and information technology competence play a role
Tuulikki Vehko, Hannele Hyppönen, Sampsa Puttonen, Sari Kujala, Eeva Ketola, Johanna Tuukkanen, Anna-Mari Aalto, Tarja Heponiemi
Effects of a computerised guideline support tool on child healthcare professionals’ response to suspicions of child abuse and neglect: a community-based intervention trial
Annemieke A. J. Konijnendijk, Magda M. Boere-Boonekamp, Maria E. Haasnoot, Ariana Need
Personalised profiling to identify clinically relevant changes in tremor due to multiple sclerosis
David G. Western, Simon A. Neild, Rosemary Jones, Angela Davies-Smith
What do healthcare professionals need to turn risk models for type 2 diabetes into usable computerized clinical decision support systems? Lessons learned from the MOSAIC project
Giuseppe Fico, Liss Hernanzez, Jorge Cancela, Arianna Dagliati, Lucia Sacchi, Antonio Martinez-Millana, Jorge Posada, Lidia Manero, Jose Verdú, Andrea Facchinetti, Manuel Ottaviano, Konstantia Zarkogianni, Konstantina Nikita, Leif Groop, Rafael Gabriel-Sanchez, Luca Chiovato, Vicente Traver, Juan Francisco Merino-Torres, Claudio Cobelli, Riccardo Bellazzi, Maria Teresa Arredondo
Automated detection of altered mental status in emergency department clinical notes: a deep learning approach
Jihad S. Obeid, Erin R. Weeda, Andrew J. Matuskowitz, Kevin Gagnon, Tami Crawford, Christine M. Carr, Lewis J. Frey
The impact of an online patient decision aid for women with breast cancer considering immediate breast reconstruction: study protocol of a multicenter randomized controlled trial
Jacqueline A. ter Stege, Leonie A. E. Woerdeman, Daniela E. E. Hahn, Martine A. van Huizum, Frederieke H. van Duijnhoven, Jacobien M. Kieffer, Valesca P. Retèl, Kerry A. Sherman, Arjen J. Witkamp, Hester S. A. Oldenburg, Eveline M. A. Bleiker
Clinical MetaData ontology: a simple classification scheme for data elements of clinical data based on semantics
Hye Hyeon Kim, Yu Rang Park, Kye Hwa Lee, Young Soo Song, Ju Han Kim
Thrombophilia testing in the inpatient setting: impact of an educational intervention
Henry Kwang, Eric Mou, Ilana Richman, Andre Kumar, Caroline Berube, Rajani Kaimal, Neera Ahuja, Stephanie Harman, Tyler Johnson, Neil Shah, Ronald Witteles, Robert Harrington, Lisa Shieh, Jason Hom
Delivering person-centered care with an electronic health record
Victoria Stanhope, Elizabeth B. Matthews
Applying machine learning to predict future adherence to physical activity programs
Mo Zhou, Yoshimi Fukuoka, Ken Goldberg, Eric Vittinghoff, Anil Aswani
Health timeline: an insight-based study of a timeline visualization of clinical data
Andres Ledesma, Niranjan Bidargaddi, Jörg Strobel, Geoffrey Schrader, Hannu Nieminen, Ilkka Korhonen, Miikka Ermes
Using artificial intelligence to reduce diagnostic workload without compromising detection of urinary tract infections
Ross J. Burton, Mahableshwar Albur, Matthias Eberl, Simone M. Cuff
The relationship between user interface problems of an admission, discharge and transfer module and usability features: a usability testing method
Razieh Farrahi, Fatemeh Rangraz Jeddi, Ehsan Nabovati, Monireh Sadeqi Jabali, Reza Khajouei
Using an analogical reasoning framework to infer language patterns for negative life events
Jheng-Long Wu, Xiang Xiao, Liang-Chih Yu, Shao-Zhen Ye, K. Robert Lai
Strategies to reduce diagnostic errors: a systematic review
Julie Abimanyi-Ochom, Shalika Bohingamu Mudiyanselage, Max Catchpool, Marnie Firipis, Sithara Wanni Arachchige Dona, Jennifer J. Watts
“You have to know why you're doing this”: a mixed methods study of the benefits and burdens of self-tracking in Parkinson's disease
Sara Riggare, Therese Scott Duncan, Helena Hvitfeldt, Maria Hägglund
The nephrology eHealth-system of the metropolitan region of Hannover for digitalization of care, establishment of decision support systems and analysis of health care quality
L. Pape, N. Schneider, T. Schleef, U. Junius-Walker, H. Haller, R. Brunkhorst, N. Hellrung, H. U. Prokosch, B. Haarbrandt, M. Marschollek, M. Schiffer
Correction to: Methods for identifying 30 chronic conditions: application to administrative data
Marcello Tonelli, Natasha Wiebe, Martin Fortin, Bruce Guthrie, Brenda R. Hemmelgarn, Matthew T. James, Scott W. Klarenbach, Richard Lewanczuk, Braden J. Manns, Paul Ronksley, Peter Sargious, Sharon Straus, Hude Quan
Pseudonymization for research data collection: is the juice worth the squeeze?
Florian Kohlmayer, Ronald Lautenschläger, Fabian Prasser
Does mHealth voice messaging work for improving knowledge and practice of maternal and newborn healthcare?
Mahbub Elahi Chowdhury, Shafayatul Islam Shiblee, Heidi E. Jones
Patterns of drinking in Aboriginal and Torres Strait Islander peoples as self-reported on the Grog Survey App: a stratified sample
KS Kylie Lee, James H. Conigrave, Scott Wilson, Jimmy Perry, Noel Hayman, Catherine Zheng, Mustafa Al Ansari, Michael Doyle, Robin Room, Sarah Callinan, Tanya Chikritzhs, Tim Slade, Katherine M. Conigrave
The design and methodology of a usability protocol for the management of medications by families for aging older adults
Y. Quintana, D. Fahy, A. M. Abdelfattah, J. Henao, C. Safran
Identification and weighting of kidney allocation criteria: a novel multi-expert fuzzy method
Nasrin Taherkhani, Mohammad Mehdi Sepehri, Shadi Shafaghi, Toktam Khatibi
A privacy-preserving distributed filtering framework for NLP artifacts
Md Nazmus Sadat, Md Momin Al Aziz, Noman Mohammed, Serguei Pakhomov, Hongfang Liu, Xiaoqian Jiang
A validated natural language processing algorithm for brain imaging phenotypes from radiology reports in UK electronic health records
Emily Wheater, Grant Mair, Cathie Sudlow, Beatrice Alex, Claire Grover, William Whiteley
Risk factor analysis of device-related infections: value of re-sampling method on the real-world imbalanced dataset
Xiang-Fei Feng, Ling-Chao Yang, Li-Zhuang Tan, Yi-Gang Li
Beyond pros and cons – developing a patient decision aid to cultivate dialog to build relationships: insights from a qualitative study and decision aid development
Catherine H. Yu, Calvin Ke, Aleksandra Jovicic, Susan Hall, Sharon E. Straus, Paul Cantarutti, Karen Chu, Paul Frydrych, Noah Ivers, David Kaplan, Fok-Han Leung, John Maxted, Jeremy Rezmovitz, Sumeet Sodhi, Deanna Telner, Joanna Sale, Li Ka Shing, Dawn Stacey, Sharon Straus
Characteristics of older adults using patient web portals to view their DXA results
Stephanie Edmonds, Yiyue Lou, Brandi Robinson, Peter Cram, Douglas W. Roblin, Nicole C. Wright, Kenneth Saag, Fredric D. Wolinsky
Integrating patient perspectives in medical decision-making: a qualitative interview study examining potentials within the rare disease information exchange process in practice
Ana Babac, Verena von Friedrichs, Svenja Litzkendorf, Jan Zeidler, Kathrin Damm, J.-Matthias Graf von der Schulenburg
Opportunities and challenges for the inclusion of patient preferences in the medical product life cycle: a systematic review
Rosanne Janssens, Isabelle Huys, Eline van Overbeeke, Chiara Whichello, Sarah Harding, Jürgen Kübler, Juhaeri Juhaeri, Antonio Ciaglia, Steven Simoens, Hilde Stevens, Meredith Smith, Bennett Levitan, Irina Cleemput, Esther de Bekker-Grob, Jorien Veldwijk
Shared decision making when patients consider surgery for lumbar herniated disc: development and test of a patient decision aid
Stina Brogård Andersen, Mikkel Ø. Andersen, Leah Y. Carreon, Angela Coulter, Karina Dahl Steffensen
Evaluating treatment modalities in chronic pain treatment by the multi-criteria decision making procedure
Ender Sir, Gül Didem Batur Sir
Constructing an assessment framework for the quality of asthma smartphone applications
Zhifang Guan, Liu Sun, Qian Xiao, Yanling Wang
Electronic medical record-based model to predict the risk of 90-day readmission for patients with heart failure
Bo-yu Tan, Jun-yuan Gu, Hong-yan Wei, Li Chen, Su-lan Yan, Nan Deng
Utilizing a user-centered approach to develop and assess pharmacogenomic clinical decision support for thiopurine methyltransferase
Khoa A. Nguyen, Himalaya Patel, David A. Haggstrom, Alan J. Zillich, Thomas F. Imperiale, Alissa L. Russ
Methods for a similarity measure for clinical attributes based on survival data analysis
Christian Karmen, Matthias Gietzelt, Petra Knaup-Gregori, Matthias Ganzinger
A personalized, web-based breast cancer decision making application: a pre-post survey
Kirk D. Wyatt, Sarah M. Jenkins, Matthew F. Plevak, Marcia R. Venegas Pont, Sandhya Pruthi
An integrated model to evaluate the impact of social support on improving self-management of type 2 diabetes mellitus
Xiaojia Wang, Linglan He, Keyu Zhu, Shanshan Zhang, Ling Xin, Weiqun Xu, Yuxiang Guan
Breast cancer histopathology image classification through assembling multiple compact CNNs
Chuang Zhu, Fangzhou Song, Ying Wang, Huihui Dong, Yao Guo, Jun Liu
Improving workflow control in radiotherapy using discrete-event simulation
Bruno Vieira, Derya Demirtas, Jeroen B. van de Kamer, Erwin W. Hans, Wim van Harten
Field study of a web service for stimulating the positive side of stress: entrepreneurs’ experiences and design implications
Päivi Heikkilä, Elina Mattila, Mari Ainasoja
Computationally approximated solution for the equation for Henssge’s time of death estimation
Wolf Schweitzer, Michael J. Thali
Feasibility analysis of conducting observational studies with the electronic health record
Marcel von Lucadou, Thomas Ganslandt, Hans-Ulrich Prokosch, Dennis Toddenroth
The "Begin Exploring Fertility Options, Risks and Expectations" (BEFORE) decision aid: development and alpha testing of a fertility tool for premenopausal breast cancer patients
Brittany Speller, Kelly Metcalfe, Erin D. Kennedy, Marcia Facey, Ellen Greenblatt, Adena S. Scheer, Ellen Warner, Anil Abraham Joy, Frances C. Wright, Nancy N. Baxter
Decision curve analysis apropos of choice of preferable treatment positioning during breast irradiation
Ferenc Rárosi, Krisztina Boda, Zsuzsanna Kahán, Zoltán Varga
The effect of self-management education through weblogs on the quality of life of diabetic patients
Amal Mohammad Rasoul, Rostam Jalali, Alireza Abdi, Nader Salari, Mehrali Rahimi, Masoud Mohammadi
Atrial fibrillation classification based on convolutional neural networks
Kwang-Sig Lee, Sunghoon Jung, Yeongjoon Gil, Ho Sung Son
Developing a framework for evidence-based grading and assessment of predictive tools for clinical decision support
Mohamed Khalifa, Farah Magrabi, Blanca Gallego
Deep learning for pollen allergy surveillance from twitter in Australia
Jia Rong, Sandra Michalska, Sudha Subramani, Jiahua Du, Hua Wang
Predicting skilled delivery service use in Ethiopia: dual application of logistic regression and machine learning algorithms
Brook Tesfaye, Suleman Atique, Tariq Azim, Mihiretu M. Kebede
A machine-learning approach to predict postprandial hypoglycemia
Wonju Seo, You-Bin Lee, Seunghyun Lee, Sang-Man Jin, Sung-Min Park
A data-driven approach to predicting diabetes and cardiovascular disease with machine learning
An Dinh, Stacey Miertschin, Amber Young, Somya D. Mohanty
ThalPred: a web-based prediction tool for discriminating thalassemia trait and iron deficiency anemia
V. Laengsri, W. Shoombuatong, W. Adirojananon, C. Nantasenamat, V. Prachayasittikul, P. Nuchnoi
Smart pumps improve medication safety but increase alert burden in neonatal care
Kristin R. Melton, Kristen Timmons, Kathleen E. Walsh, Jareen K. Meinzen-Derr, Eric Kirkendall
Interpreting patient-Specific risk prediction using contextual decomposition of BiLSTMs: application to children with asthma
Rawan AlSaad, Qutaibah Malluhi, Ibrahim Janahi, Sabri Boughorbel
Establishing spatially-enabled health registry systems using implicit spatial data pools: case study – Uganda
Augustus Aturinde, Nakasi Rose, Mahdi Farnaghi, Gilbert Maiga, Petter Pilesjö, Ali Mansourian
Validating surgical procedure codes for inflammatory bowel disease in the Swedish National Patient Register
Anders Forss, Pär Myrelid, Ola Olén, Åsa H. Everhov, Caroline Nordenvall, Jonas Halfvarson, Jonas F. Ludvigsson
How should electronic health records be designed? A cross-sectional study in patients with psoriasis
Toni Maria Klein, Matthias Augustin, Marina Otten
Mobile phone apps for clinical decision support in pregnancy: a scoping review
Jenny Carter, Jane Sandall, Andrew H. Shennan, Rachel M. Tribe
Knowledge, attitude, and use of mHealth technology among students in Ghana: A university-based survey
Prince Peprah, Emmanuel Mawuli Abalo, Williams Agyemang-Duah, Razak M Gyasi, Okwei Reforce, Julius Nyonyo, Godfred Amankwaa, Jones Amoako, Paulinus Kaaratoore
Application of machine learning methodology to assess the performance of DIABETIMSS program for patients with type 2 diabetes in family medicine clinics in Mexico
Yue You, Svetlana V. Doubova, Diana Pinto-Masis, Ricardo Pérez-Cuevas, Víctor Hugo Borja-Aburto, Alan Hubbard
Staff expectations for the implementation of an electronic health record system: a qualitative study using normalisation process theory
Carolyn McCrorie, Jonathan Benn, Owen Ashby Johnson, Arabella Scantlebury
Post-acute care referral in United States of America: a multiregional study of factors associated with referral destination in a cohort of patients with coronary artery bypass graft or valve replacement
Ineen Sultana, Madhav Erraguntla, Hye-Chung Kum, Dursun Delen, Mark Lawley
Quality analysis of smart phone sleep apps in China: can apps be used to conveniently screen for obstructive sleep apnea at home?
Zhao-feng Xu, Xin Luo, Jianbo Shi, Yinyan Lai
Frequency of ubiquitous connectivity and associated factors among Mexican adolescents
Arturo Aguilar-Ye, Hortensia Reyes-Morales, Lourdes Campero, Nicéforo Garnelo-Bibiano
EXTraction of EMR numerical data: an efficient and generalizable tool to EXTEND clinical research
Tianrun Cai, Luwan Zhang, Nicole Yang, Kanako K. Kumamaru, Frank J. Rybicki, Tianxi Cai, Katherine P. Liao
Correction to: Effects of workload, work complexity, and repeated alerts on alert fatigue in a clinical decision support system
Jessica S. Ancker, Alison Edwards, Sarah Nosal, Diane Hauser, Elizabeth Mauer, Rainu Kaushal
Correction to: ThalPred: a web-based prediction tool for discriminating thalassemia trait and iron deficiency anemia
V. Laengsri, W. Shoombuatong, W. Adirojananon, C. Nantasenamat, V. Prachayasittikul, P. Nuchnoi
A novel hybrid modeling approach for the evaluation of integrated care and economic outcome in heart failure treatment
Alexander Lassnig, Theresa Rienmueller, Diether Kramer, Werner Leodolter, Christian Baumgartner, Joerg Schroettner
“Assessment of the social influence and facilitating conditions that support nurses’ adoption of hospital electronic information management systems (HEIMS) in Ghana using the unified theory of acceptance and use of technology (UTAUT) model”
Lu Lin Zhou, Joseph Owusu-Marfo, Henry Asante Antwi, Maxwell Opuni Antwi, Arielle Doris Tetgoum Kachie, Sabina Ampon-Wireko
Prediction of cognitive impairment via deep learning trained with multi-center neuropsychological test data
Min Ju Kang, Sang Yun Kim, Duk L. Na, Byeong C. Kim, Dong Won Yang, Eun-Joo Kim, Hae Ri Na, Hyun Jeong Han, Jae-Hong Lee, Jong Hun Kim, Kee Hyung Park, Kyung Won Park, Seol-Heui Han, Seong Yoon Kim, Soo Jin Yoon, Bora Yoon, Sang Won Seo, So Young Moon, YoungSoon Yang, Yong S. Shim, Min Jae Baek, Jee Hyang Jeong, Seong Hye Choi, Young Chul Youn
Evaluating the implementation of a personal health record for chronic primary and secondary care: a mixed methods approach
Floor Sieverink, Saskia Kelders, Annemarie Braakman-Jansen, Julia van Gemert-Pijnen
Latent Dirichlet Allocation in predicting clinical trial terminations
Simon Geletta, Lendie Follett, Marcia Laugerman
Effectiveness of electronic point-of-care reminders versus monthly feedback to improve adherence to 10 clinical recommendations in primary care: a cluster randomized clinical trial
Ermengol Coma, Manuel Medina, Leonardo Méndez, Eduardo Hermosilla, Manuel Iglesias, Carmen Olmos, Sebastian Calero
Developing a standardised approach to the aggregation of inpatient episodes into person-based spells in all specialties and psychiatric specialties
Sarah Rees, Ashley Akbari, Huw Collins, Sze Chim Lee, Amanda Marchant, Arfon Rees, Daniel Thayer, Ting Wang, Sophie Wood, Ann John
Standards as applied in reality: a case study on the translation of standards in eHealth evaluation practice
Monika Jurkeviciute
Identifying undetected dementia in UK primary care patients: a retrospective case-control study comparing machine-learning and standard epidemiological approaches
Elizabeth Ford, Philip Rooney, Seb Oliver, Richard Hoile, Peter Hurley, Sube Banerjee, Harm van Marwijk, Jackie Cassell
Effectiveness of a chat-bot for the adult population to quit smoking: protocol of a pragmatic clinical trial in primary care (Dejal@)
J. F. Avila-Tomas, E. Olano-Espinosa, C. Minué-Lorenzo, F. J. Martinez-Suberbiola, B. Matilla-Pardo, M. E. Serrano-Serrano, E. Escortell-Mayor, A. M. Garcia-Mesa, C. Gomez, E. Liebana-Nistal, L. Molina-Alameda, C. Andrade-Rosa, A. Caballero-Jiménez, G. Escribano-Romo, M. Espejo-Romero, A. Ferrero-Brenes, J. L. Hernandez-Garcia, E. Perez-Perez, J. Zambrano-Alvarez, E. Ayuso-Hernandez, M. J. Cuesta-Monedero, F. J. Sanchez-Jimenez, A. Vigil-Escalera, S. Casado-Nistal, M. Garcia-Alva, I. Martin-Gomez, N. Puyo-Rodriguez, A. Rodriguez-Cosio, I. Sanchez-Vazquez, M. A. Alcala-Olmo, M. T. Garcia-Alegre, M. Garcia-Alva, C. Hurtado-Monterrubio, T. Martin-Burillo, C. Moral-Moraleda, E. Ciria Holgado, C. Hermoso-Duran, S. Hernandez-Rodriguez, A. L. Lafraya-Puente, J. L. Melero-Serrano, M. J. Molina-Sanchez, E. Muñiz-Dominguez, C. Saiz-Loma-Osorio, J. Aparicio-Velasco, E. Cerezo-Pascual, L. Fonte-Elizondo, M. I. Gomez-Martinez, C. Marin-Osorio, P. Orozco-Diaz, E. Prieto-Villegas, J. Rodriguez-Donoso, A. Rodriguez-Huete, F. J. Romero-Blanco, J. P. Urbano-Fernandez, S. J. Castillo-Portales, R. Collados-Navas, P. Gutierrez-Sordo, M. B. Martin-Sacristan-Martin, M. Sanchez-Quejido, C. Abad-Schilling, S. Arenas-Gonzalez, M. E. Calonge-Garcia, M. Capitan-Jurado, S. Menendez-Alvarez, M. A. Regalado-Valle, H. C. Alache-Zuñiga, E. Cerrada-Cerrada, R. Garcia-Camps, M. J. Gutierrez-Notario, J. Mendez-Cabezas-Velazquez, J. Molina-Paris, H. Pensado-Freire, G. Viñas-Fernandez, B. Jaenes-Barrios, M. Jurado-Sueiro, M. Ortiz-Sanchez, M. L. Santiago-Hernando, S. Arjona-Perez, I. Delgado-Mellado, R. Diaz-Martin, B. Fandiño-Garcia, M. C. Gomez-Ortiz, M. T. Lopez-Martin-Aragon, C. Martinez-Alvaro, M. A. Miguel-Abanto, M. Noguerol-Alvarez, S. Parra-Roman, Z. Pascual-Garcia, A. L. Ranz-Granados, S. Rey-Rodriguez, C. Sanz-Perez, E. Aguilar-Hurtado, M. Aguilera-Rubio, A. I. Carbonero-Martin, M. Esteban-Garcia, C. Esteban-Peña, M. Fernandez-Sanchez, C. Garcia-Contreras, A. M. Hernandez-Sanchez, M. L. Herrera-Garcia, A. Herrero-Fuentes, M. Oria-Rodriguez, M. S. Parra-Martin, M. J. Rojas-Giraldo, A. Saiz-Ordoño, Y. B. Sanchez-Fernandez, P. Villasevil-Robledo, M. Alonso-Ovies, A. Diaz-Martin, N. Garcia-Arpa, F. Garcia-Rodriguez, O. Gonzalez-Carpio-Paredes, M. J. Grandes-Muñoz, M. Jara-Peñacoba, A. Lopez-Villalbilla, M. J. Parellada-Ruiz-Cuesta, A. I. Rabadan-Velasco, M. Rodriguez-Bastida, C. Sobrado-Cemeño, A. Valdez-Jaquez, S. Vicente-Perez, B. Matin-Porras, A. Gonzalez-Valls, V. Joglar-Alcubilla, J. Santa-Cruz-Hernandez, M. E. Serrano-Serrano, C. Castilla-Alvarez, M. A. Garcia-Abad-Fernandez, M. Garcia-Viada, S. Hernandez-Lachehab, L. Lopez-Kollmer, A. Miguel-Ballano, V. Molina-Barcena, R. Ortega-Pineda, I. Sepulveda-Gomez, P. Cuadrado-Gonzalez, M. J. Jimenez-Moreno, C. Linares-Sanchez, M. A. Pardo-Garcia, F. Sanchez-Martin, R. Simon-Gutierrez, B. Solans-Aisa, T. Francisco-Romanillos, A. Garcia-Ortega, P. Hernandez-Garcia-Alcala, F. Huguet-Vivas, M. L. Juarez-Zapatero, C. Lopez-Garcia, M. J. Manzano-Martin, J. A. Martinez-Torres, M. Miguel-Garzon, M. P. Rodrigo-Rodrigo, M. A. Ruano-Dominguez, A. Serna-Urnicia, N. Altares-Arriola, R. Aranzo-Pacheco, C. Casado-Rodriguez, C. Cascao-Moutinho-Pereira, M. Escudero-Araus, C. Fuentes-Manrique, S. Guijarro-Abanades, P. Hombrados-Gonzalo, A. M. Lopez-Carabaño, M. L. Meiriño-Perez, G. D. Moneva-Vicente, I. Noguera-Martinez, M. Perez-Fernandez, M. Robres-Olite, T. Rubio-Rubio, M. F. Venegas-Gato, F. Bernal-Hertfelder, M. Blas-Escribano, M. M. Castro-Fouz, B. Castro-Sanchez, L. Dominguez-Perez, P. A. Garcia-Gomez, A. Herrero-Dios, M. Lor-Leandro, I. Lozano-Martin, S. Pacho-Pinto, R. Pastor-Sanchez, M. D. Moreno-Chaparro, E. Yagüe-Fernandez, M. J. Lopez, A. Mateo-Madruga, J. L. Palancar-Torre, P. Pumar-Sainz, C. Aragon-Marente, M. A. Gomez-Medina, J. A. Granados-Garrido, I. Gutierrez-Sanchez, M. J. Heras-Alonso, M. J. Lopez-Gomez, B. Martin-Peces, F. J. Martinez-Suberbiola, A. Medran-Gomez, G. Nuevo-Rodriguez, S. Ochoa-Vilor, C. Vargas-Machuca, O. Fernandez-Montes-Lopez-Morato, R. Jimenez-Rojas, C. Marcos-Frutos, C. Minguet-Arenas, C. Minue-Lorenzo, V. Ruiz-Pascual, I. Sanchez-Fonseca, J. M. Sanchez-Gonzalez, F. Alba-Gomez, J. F. Avila-Tomas, A. Cayuela-Mate, E. Cidoncha-Calderon, A. B. Cifuentes-Muñoz, R. M. Fernandez-Garcia, J. L. Gala-Paniagua, A. Gongora-Marin, P. Herrero-Municio, E. Moreno-Chocano-Garcia-Carpintero, S. Perez-Cuadrado, A. Redondo-Horcajo, C. Vicente-Sanchez, R. M. Villena-Romero, O. Hakami-Hakami, M. M. Alvarez-Villalba, M. J. Bedoya-Frutos, J. Camarero-Palacios, M. Escobar-Gallegos, A. Hormigos-Agraz, J. Innerarity-Martínez, M. T. Lopez-Lopez, B. Perez-Ballesto, E. Perez-Gutierrez, M. P. Tardaguila-Lobato, R. Terron-Barbosa, A. Ballarin-Gonzalez, Y. Fernandez-Fernandez, I. Ferrer-Zapata, E. Gomez-Suarez, M. Lamonaca-Guasch, F. Morales-Ortiz, C. Pelaez-Laguno, J. L. Quintana-Gomez, E. Rioja-Delgado, J. I. Aza-Pascual, D. Fuente-Arriaran, R. A. Garcia-Perez, A. Garriz-Aguirre, S. Gomez-Diaz, P. Gonzalez-Palacios, N. Gonzalez-Sanchez, G. Peralta-Alvarez, C. Sanz-Velasco, J. Vazquez-Gallego, C. Vazquez-Garcia, C. Fernandez-Duran, N. Peña-Anton, J. M. Blanco-Canseco, I. Gamez-Cabero, E. Minguela-Puras, J. Serrano-Vega
Working with patients and the public to design an electronic health record interface: a qualitative mixed-methods study
Leigh R. Warren, Matthew Harrison, Sonal Arora, Ara Darzi
Deterrence approach on the compliance with electronic medical records privacy policy: the moderating role of computer monitoring
Kuang-Ming Kuo, Paul C. Talley, Tain-Junn Cheng
Proof-of-concept study: Homomorphically encrypted data can support real-time learning in personalized cancer medicine
Silvia Paddock, Hamed Abedtash, Jacqueline Zummo, Samuel Thomas
Improving reference prioritisation with PICO recognition
Austin J. Brockmeier, Meizhi Ju, Piotr Przybyła, Sophia Ananiadou
Representation learning in intraoperative vital signs for heart failure risk prediction
Yuwen Chen, Baolian Qi
Using machine learning models to improve stroke risk level classification methods of China national stroke screening
Xuemeng Li, Di Bian, Jinghui Yu, Mei Li, Dongsheng Zhao
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, Carme Carrion, Mireia Espallargues, Santiago Felipe Gomez, Elisa Puigdomenech, Conxa Castell, Till Becker, Ian Dunwell, Kim Bul, Fulvio Adorni, Martina Camarenti, Valentina Ciociola, Chiara Crespi, Nithiya Jesuthasan, Claudio Lafortuna, Gianfranco Modoni, Federica Prinelli, Giovanna Rizzo, Marco Sacco, Aleksandra Sojic, Sarah Tabozzi, Nithiya Jesuthasan, Olivier Grossenbacher, Mathieu Lemay, Enric Muntané Calvo, Felip Miralles, Silvia Orte, Marc Solà, Filip Velickovski, Mauro Brivio, Maria Renata Guarneri, Leonardo Angelini, Maurizio Caon, Stefano Carrino, Elena Mugellini, Cesare Delaini, Dalia Morosini, Marco Decandia, Sara Facchinetti, Andrea Migliavacca, Silvana Mura, Luca Bianchi, Marco Mazzola, Sandro Repetti, Giuseppe Andreoni, Alessandra Mazzola, Paolo Perego, Carlo Emilio Standoli, Ciprian Candea, Gabriela Candea, Massimiliano Azzolini, Luca Bianconi, Marco Costacurta, Cristiana Degano, Fabio Podda, Antonio Ascolese, Lucia Pannese, Lucy McCloughan, Janet Hanley, Yvonne Laird, Anne Martin, Brian McKinstry, Rajeeb Rashid, George Scott, Jose Serrano, Sarah Atkinson, Sue Cobb, Laura Condon, Neil Coulson, Alexandra Lang, Alyson Langley
Towards early detection of adverse drug reactions: combining pre-clinical drug structures and post-market safety reports
Ruoqi Liu, Ping Zhang
Comparing different supervised machine learning algorithms for disease prediction
Shahadat Uddin, Arif Khan, Md Ekramul Hossain, Mohammad Ali Moni
Does a Mobile app improve patients’ knowledge of stroke risk factors and health-related quality of life in patients with stroke? A randomized controlled trial
Yi-No Kang, Hsiu-Nien Shen, Chia-Yun Lin, Glyn Elwyn, Szu-Chi Huang, Tsung-Fu Wu, Wen-Hsuan Hou
Responsible data sharing in a big data-driven translational research platform: lessons learned
S. Kalkman, M. Mostert, N. Udo-Beauvisage, J. J. van Delden, G. J. van Thiel
A Bayesian decision support sequential model for severity of illness predictors and intensive care admissions in pneumonia
Amado Alejandro Baez, Laila Cochon, Jose Maria Nicolas
Use of natural language processing to improve predictive models for imaging utilization in children presenting to the emergency department
Xingyu Zhang, M. Fernanda Bellolio, Pau Medrano-Gracia, Konrad Werys, Sheng Yang, Prashant Mahajan
The implementation of natural language processing to extract index lesions from breast magnetic resonance imaging reports
Yi Liu, Qing Liu, Chao Han, Xiaodong Zhang, Xiaoying Wang
Acceptability of Internet-based interventions for problem gambling: a qualitative study of focus groups with clients and clinicians
Sherald Sanchez, Farah Jindani, Jing Shi, Mark van der Maas, Sylvia Hagopian, Robert Murray, Nigel Turner