Ausgabe 1/2020
Inhalt (272 Artikel)
Development of a targeted client communication intervention to women using an electronic maternal and child health registry: a qualitative study
Binyam Bogale, Kjersti Mørkrid, Brian O’Donnell, Buthaina Ghanem, Itimad Abu Ward, Khadija Abu Khader, Mervett Isbeih, Michael Frost, Mohammad Baniode, Taghreed Hijaz, Tamara Awwad, Yousef Rabah, J. Frederik Frøen
Digital health Systems in Kenyan Public Hospitals: a mixed-methods survey
Naomi Muinga, Steve Magare, Jonathan Monda, Mike English, Hamish Fraser, John Powell, Chris Paton
Novel prognostication of patients with spinal and pelvic chondrosarcoma using deep survival neural networks
Sung Mo Ryu, Sung Wook Seo, Sun-Ho Lee
A new concordant partial AUC and partial c statistic for imbalanced data in the evaluation of machine learning algorithms
André M. Carrington, Paul W. Fieguth, Hammad Qazi, Andreas Holzinger, Helen H. Chen, Franz Mayr, Douglas G. Manuel
Can mobile health apps replace GPs? A scoping review of comparisons between mobile apps and GP tasks
Apichai Wattanapisit, Chin Hai Teo, Sanhapan Wattanapisit, Emylia Teoh, Wing Jun Woo, Chirk Jenn Ng
Predicting diabetes clinical outcomes using longitudinal risk factor trajectories
Gyorgy J. Simon, Kevin A. Peterson, M. Regina Castro, Michael S. Steinbach, Vipin Kumar, Pedro J. Caraballo
Exploring the usefulness of Lexis diagrams for quality improvement
Sara Dahlin
Assessing stroke severity using electronic health record data: a machine learning approach
Emily Kogan, Kathryn Twyman, Jesse Heap, Dejan Milentijevic, Jennifer H. Lin, Mark Alberts
Usage of cloud storage facilities by medical students in a low-middle income country, Sri Lanka: a cross sectional study
Samankumara Hettige, Eshani Dasanayaka, Dileepa Senajith Ediriweera
Assessment of willingness to Tele-monitoring interventions in patients with type 2 diabetes and/or hypertension in the public primary healthcare setting
David Yang Ern Sin, Xiaoxuan Guo, Dayna Wei Wei Yong, Tian Yu Qiu, Peter Kirm Seng Moey, Muller-Riemenschneider Falk, Ngiap Chuan Tan
A mobile app implementing the international classification of functioning, disability and health rehabilitation set
Malan Zhang, Jiani Yu, Wei Shen, Yun Zhang, Yun Xiang, Xinting Zhang, Ziling Lin, Tiebin Yan
Design and implementation of a clinical decision support tool for primary palliative Care for Emergency Medicine (PRIM-ER)
Audrey Tan, Mark Durbin, Frank R. Chung, Ada L. Rubin, Allison M. Cuthel, Jordan A. McQuilkin, Aram S. Modrek, Catherine Jamin, Nicholas Gavin, Devin Mann, Jordan L. Swartz, Jonathan S. Austrian, Paul A. Testa, Jacob D. Hill, Corita R. Grudzen, Benjamin Abella, David Allard, Jonathan Austrian, M. Fernanda Bellolio, Michael Blum, Todd Burstain, Jeffrey Caterino, Julie Cooper, Bruce Darrow, Marie-Carmelle Elie, Ahmed Elsayem, John Frenzel, Howard Goldberg, Corita Grudzen, Iris Herrera, John Howell, Allen Hsaio, Eric Isaacs, Karen Jubanyik, Ken Kawamoto, Sangeeta Lamba, Troy Madsen, Joseph Miller, Kei Ouchi, Rajesh Patel, Rajiv Pramanik, Lynne Richardson, Milisa Rizer, Elizabeth Schoenfeld, Timothy Shiuh, Ashley Shreves, Robert Swor, Audrey Tan, Paul Testa, Arvind Venkat, Kendall Webb, Howard Weeks, Robert White, Decker Wyatt, Matthew Zimmie, Erin Zimny
Customization scenarios for de-identification of clinical notes
Tzvika Hartman, Michael D. Howell, Jeff Dean, Shlomo Hoory, Ronit Slyper, Itay Laish, Oren Gilon, Danny Vainstein, Greg Corrado, Katherine Chou, Ming Jack Po, Jutta Williams, Scott Ellis, Gavin Bee, Avinatan Hassidim, Rony Amira, Genady Beryozkin, Idan Szpektor, Yossi Matias
Novel methodology to measure pre-procedure antimicrobial prophylaxis: integrating text searches with structured data from the Veterans Health Administration’s electronic medical record
Hillary J. Mull, Kelly Stolzmann, Emily Kalver, Marlena H. Shin, Marin L. Schweizer, Archana Asundi, Payal Mehta, Maggie Stanislawski, Westyn Branch-Elliman
Machine learning can predict survival of patients with heart failure from serum creatinine and ejection fraction alone
Davide Chicco, Giuseppe Jurman
Tracking physical activity using smart phone apps: assessing the ability of a current app and systematically collecting patient recommendations for future development
J. Murphy, T. Uttamlal, K. A. Schmidtke, I. Vlaev, D. Taylor, M. Ahmad, S. Alsters, P. Purkayastha, S. Scholtz, R. Ramezani, A. R. Ahmed, H. Chahal, A. Darzi, A. I. F. Blakemore
A stratification method based on clustering for the minimization of data masking effect in signal detection
Jian-Xiang Wei, Yue Ding, Ming Li, Jun Sun
Investigating usability of mobile health applications in Bangladesh
Muhammad Nazrul Islam, Md. Mahboob Karim, Toki Tahmid Inan, A. K. M. Najmul Islam
Contribution of a synchronic teleneurology program to decrease the patient number waiting for a first consultation and their waiting time in Chile
Freddy Constanzo, Paula Aracena-Sherck, Juan Pablo Hidalgo, Lorena Peña, Mery Marrugo, Jonathan Gonzalez, Gerardo Vergara, Cristóbal Alvarado
Predicting patient outcomes in psychiatric hospitals with routine data: a machine learning approach
J. Wolff, A. Gary, D. Jung, C. Normann, K. Kaier, H. Binder, K. Domschke, A. Klimke, M. Franz
Improving prediction performance of colon cancer prognosis based on the integration of clinical and multi-omics data
Danyang Tong, Yu Tian, Tianshu Zhou, Qiancheng Ye, Jun Li, Kefeng Ding, Jingsong Li
Retrieving 3D medical data along fitted curved slices and their display
Marco Paluszny, Dany Ríos
Mobile phone usage in patients with type II diabetes and their intention to use it for self-management: a cross-sectional study in Iran
Fatemeh Rangraz Jeddi, Ehsan Nabovati, Rahele Hamidi, Reihane Sharif
A qualitative study of physician perspectives on adaptation to electronic health records
Cynthia J. Sieck, Nicole Pearl, Tiffani J. Bright, Po-Yin Yen
Avatar-based versus conventional vital sign display in a central monitor for monitoring multiple patients: a multicenter computer-based laboratory study
Olivier Garot, Julian Rössler, Juliane Pfarr, Michael T. Ganter, Donat R. Spahn, Christoph B. Nöthiger, David W. Tscholl
Lessening barriers to healthcare in rural Ghana: providers and users’ perspectives on the role of mHealth technology. A qualitative exploration
Prince Peprah, Emmanuel Mawuli Abalo, Williams Agyemang-Duah, Hayford Isaac Budu, Emmanuel Appiah-Brempong, Anthony Kwame Morgan, Adjei Gyimah Akwasi
Integration of mathematical model predictions into routine workflows to support clinical decision making in haematology
Katja Hoffmann, Katja Cazemier, Christoph Baldow, Silvio Schuster, Yuri Kheifetz, Sibylle Schirm, Matthias Horn, Thomas Ernst, Constanze Volgmann, Christian Thiede, Andreas Hochhaus, Martin Bornhäuser, Meinolf Suttorp, Markus Scholz, Ingmar Glauche, Markus Loeffler, Ingo Roeder
A comprehensive tool for creating and evaluating privacy-preserving biomedical prediction models
Johanna Eicher, Raffael Bild, Helmut Spengler, Klaus A. Kuhn, Fabian Prasser
Will applications on smartphones allow a generalization of telemedicine?
F. A. Allaert, L. Legrand, N. Abdoul Carime, C. Quantin
Users’ acceptance of electronic patient portals in Lebanon
Gladys N. Honein-AbouHaidar, Jumana Antoun, Karim Badr, Sani Hlais, Houry Nazaretian
Rethinking the electronic health record through the quadruple aim: time to align its value with the health system
Hassane Alami, Pascale Lehoux, Marie-Pierre Gagnon, Jean-Paul Fortin, Richard Fleet, Mohamed Ali Ag Ahmed
Monitoring stance towards vaccination in twitter messages
Florian Kunneman, Mattijs Lambooij, Albert Wong, Antal van den Bosch, Liesbeth Mollema
Designing a mHealth clinical decision support system for Parkinson’s disease: a theoretically grounded user needs approach
L. Timotijevic, C. E. Hodgkins, A. Banks, P. Rusconi, B. Egan, M. Peacock, E. Seiss, M. M. L. Touray, H. Gage, C. Pellicano, G. Spalletta, F. Assogna, M. Giglio, A. Marcante, G. Gentile, I. Cikajlo, D. Gatsios, S. Konitsiotis, D. Fotiadis
The development of the evidence-based SDMMCC intervention to improve shared decision making in geriatric outpatients: the DICO study
Ruth E. Pel-Littel, Julia C. M. van Weert, Mirella M. Minkman, Wilma J. M. Scholte op Reimer, Marjolein H. van de Pol, Bianca M. Buurman
Early prediction of acquiring acute kidney injury for older inpatients using most effective laboratory test results
Yi-Shian Chen, Che-Yi Chou, Arbee L.P. Chen
A combination of 3-D discrete wavelet transform and 3-D local binary pattern for classification of mild cognitive impairment
Harsh Bhasin, Ramesh Kumar Agrawal
Multi-criteria analysis in the health area: selection of the most appropriate triage system for the emergency care units in natal
Deyse Gillyane Gomes Camilo, Ricardo Pires de Souza, Talita Dias Chagas Frazão, João Florêncio da Costa Junior
Design and implementation of a mobile health electronic data capture platform that functions in fully-disconnected settings: a pilot study in rural Liberia
Avi Kenny, Nicholas Gordon, Jordan Downey, Owen Eddins, Kathleen Buchholz, Alvin Menyon, William Mansah
Effectiveness of PUSH notifications from a mobile app for improving the body composition of overweight or obese women: a protocol of a three-armed randomized controlled trial
A. Hernández-Reyes, G. Molina-Recio, R. Molina-Luque, M. Romero-Saldaña, F. Cámara-Martos, R. Moreno-Rojas
MHealth and perceived quality of care delivery: a conceptual model and validation
Yvonne O’Connor, Pavel Andreev, Philip O’Reilly
Case identification of mental health and related problems in children and young people using the New Zealand Integrated Data Infrastructure
Nicholas Bowden, Sheree Gibb, Hiran Thabrew, Jesse Kokaua, Richard Audas, Sally Merry, Barry Taylor, Sarah E Hetrick
A study on users’ preference towards diabetes-related video clips on YouTube
Jin Zhang, Zhong Zheng, Yanyan Wang, Yifan Zhu
Advancing laboratory medicine in hospitals through health information exchange: a survey of specialist physicians in Canada
Louis Raymond, Éric Maillet, Marie-Claude Trudel, Josianne Marsan, Ana Ortiz de Guinea, Guy Paré
Design and clinical validation of a software program for automated measurement of mammographic breast density
Adriano L. C. Araújo, Heliana B. Soares, Daniel F. Carvalho, Roberto M. Mendonça, Antonio G. Oliveira
Content and system development of a digital patient-provider communication tool to support shared decision making in chronic health care: InvolveMe
Berit Seljelid, Cecilie Varsi, Lise Solberg Nes, Aud-E Stenehjem, Jens Bollerslev, Elin Børøsund
A Neuro-ontology for the neurological examination
Daniel B. Hier, Steven U. Brint
An evaluation of time series summary statistics as features for clinical prediction tasks
Chonghui Guo, Menglin Lu, Jingfeng Chen
A decision tree to improve identification of pathogenic mutations in clinical practice
Priscilla Machado do Nascimento, Inácio Gomes Medeiros, Raul Maia Falcão, Beatriz Stransky, Jorge Estefano Santana de Souza
FHIR PIT: an open software application for spatiotemporal integration of clinical data and environmental exposures data
Hao Xu, Steven Cox, Lisa Stillwell, Emily Pfaff, James Champion, Stanley C. Ahalt, Karamarie Fecho
Development and internal validation of prediction models for colorectal cancer survivors to estimate the 1-year risk of low health-related quality of life in multiple domains
Dóra Révész, Sander M. J. van Kuijk, Floortje Mols, Fränzel J. B. van Duijnhoven, Renate M. Winkels, Huub Hoofs, I Jmert Kant, Luc J. Smits, Stéphanie O. Breukink, Lonneke V. van de Poll-Franse, Ellen Kampman, Sandra Beijer, Matty P. Weijenberg, Martijn J. L. Bours
The design and development of technology platforms in a developing country healthcare context from an ecosystem perspective
Hilde Herman, Sara S. Grobbelaar, Calie Pistorius
Methods to improve the quality of smoking records in a primary care EMR database: exploring multiple imputation and pattern-matching algorithms
Stephanie Garies, Michael Cummings, Hude Quan, Kerry McBrien, Neil Drummond, Donna Manca, Tyler Williamson
What matters to me – a web-based preference elicitation tool for clients in long-term care: a user-centred design
Catharina M. van Leersum, Albine Moser, Ben van Steenkiste, Marion Reinartz, Esther Stoffers, Judith R. L. M. Wolf, Trudy van der Weijden
The contribution of electronic health records to risk management through accreditation of residential aged care homes in Australia
Ping Yu, Tao Jiang, David Hailey, Jun Ma, Siyu Qian
Personal decision support for survivor engagement: formulation and feasibility evaluation of a conceptual framework for implementing online cancer survivorship care plans
Akshat Kapoor, Priya Nambisan
Assessment of the impact of EHR heterogeneity for clinical research through a case study of silent brain infarction
Sunyang Fu, Lester Y. Leung, Anne-Olivia Raulli, David F. Kallmes, Kristin A. Kinsman, Kristoff B. Nelson, Michael S. Clark, Patrick H. Luetmer, Paul R. Kingsbury, David M. Kent, Hongfang Liu
Technical requirements framework of hospital information systems: design and evaluation
Mehrdad Farzandipour, Zahra Meidani, Ehsan Nabovati, Monireh Sadeqi Jabali, Razieh Dehghan Banadaki
Evaluating users’ experiences of electronic prescribing systems in relation to patient safety: a mixed methods study
Lisa Aufegger, Naresh Serou, Shiping Chen, Bryony Dean Franklin
Assessing patient safety in a pediatric telemedicine setting: a multi-methods study
Motti Haimi, Shuli Brammli-Greenberg, Orna Baron-Epel, Yehezkel Waisman
Constructing fine-grained entity recognition corpora based on clinical records of traditional Chinese medicine
Tingting Zhang, Yaqiang Wang, Xiaofeng Wang, Yafei Yang, Ying Ye
Men’s view on participation in decisions about prostate-specific antigen (PSA) screening: patient and public involvement in development of a survey
Søren Birkeland, Susanne S. Pedersen, Anders K. Haakonsson, Michael J. Barry, Nina Rottmann
Thailand medical mobile application for patients triage base on criteria based dispatch protocol
Krongkarn Sutham, Pattaraporn Khuwuthyakorn, Orawit Thinnukool
Construction of a semi-automatic ICD-10 coding system
Lingling Zhou, Cheng Cheng, Dong Ou, Hao Huang
DLI-IT: a deep learning approach to drug label identification through image and text embedding
Xiangwen Liu, Joe Meehan, Weida Tong, Leihong Wu, Xiaowei Xu, Joshua Xu
Understanding the utilisation of a novel interactive electronic medication safety dashboard in general practice: a mixed methods study
Mark Jeffries, Wouter T. Gude, Richard N. Keers, Denham L. Phipps, Richard Williams, Evangelos Kontopantelis, Benjamin Brown, Anthony J. Avery, Niels Peek, Darren M. Ashcroft
Efficient identification of patients eligible for clinical studies using case-based reasoning on Scottish Health Research register (SHARE)
Wen Shi, Tom Kelsey, Frank Sullivan
How an electronic health record became a real-world research resource: comparison between London’s Whole Systems Integrated Care database and the Clinical Practice Research Datalink
Alex Bottle, Carole Cohen, Amanda Lucas, Kavitha Saravanakumar, Zia Ul-Haq, Wayne Smith, Azeem Majeed, Paul Aylin
Non-health outcomes affecting self-care behaviors and medical decision-making preference in patients with type 2 diabetes: a cross-sectional study
Ming-Jye Wang, Hung-Ming Lin, Li-Chen Hung, Yi-Ting Lo
Development and validation of data quality rules in administrative health data using association rule mining
Mingkai Peng, Sangmin Lee, Adam G. D’Souza, Chelsea T. A. Doktorchik, Hude Quan
Creating value with eHealth: identification of the value proposition with key stakeholders for the resilience navigator app
Aniek Lentferink, Louis Polstra, Austin D’Souza, Hilbrand Oldenhuis, Hugo Velthuijsen, Lisette van Gemert-Pijnen
Correction to: The International Conference on Intelligent Biology and Medicine 2019: computational methods for drug interactions
Xia Ning, Chi Zhang, Kai Wang, Zhongming Zhao, Ewy Mathé
Comparison of explicit values clarification method (VCM), implicit VCM and no VCM decision aids for men considering prostate cancer screening: protocol of a randomized trial
S. Baptista, B. Heleno, A. Teixeira, K. L. Taylor, C. Martins
Publicly available machine learning models for identifying opioid misuse from the clinical notes of hospitalized patients
Brihat Sharma, Dmitriy Dligach, Kristin Swope, Elizabeth Salisbury-Afshar, Niranjan S. Karnik, Cara Joyce, Majid Afshar
Hospital doctors’ attitudes to brief educational messages that aim to modify diagnostic test requests: a qualitative study
Ben Young, Andrew W. Fogarty, Rob Skelly, Dominick Shaw, Nigel Sturrock, Mark Norwood, Peter Thurley, Sarah Lewis, Tessa Langley, Jo Cranwell
Development of a patient decision aid for the management of superficial basal cell carcinoma (BCC) in adults with a limited life expectancy
Alexandra Junn, Neha R Shukla, Lily Morrison, Meghan Halley, Mary-Margaret Chren, Louise C. Walter, Dominick L. Frosch, Dan Matlock, Jeanette S. Torres, Eleni Linos
The inhibiting effects of resistance to change of disability determination system: a status quo bias perspective
Wen-Chou Chi, Po-Jin Lin, I-Chiu Chang, Sing-Liang Chen
Machine learning approaches to predict peak demand days of cardiovascular admissions considering environmental exposure
Hang Qiu, Lin Luo, Ziqi Su, Li Zhou, Liya Wang, Yucheng Chen
A combination of two methods for evaluating the usability of a hospital information system
Reza Khajouei, Fatemeh Farahani
Derivation and validation of a computable phenotype for acute decompensated heart failure in hospitalized patients
Rahul Kashyap, Kumar Sarvottam, Gregory A. Wilson, Jacob C. Jentzer, Mohamed O. Seisa, Kianoush B. Kashani
The statistical importance of P-POSSUM scores for predicting mortality after emergency laparotomy in geriatric patients
Yang Cao, Gary A. Bass, Rebecka Ahl, Arvid Pourlotfi, Håkan Geijer, Scott Montgomery, Shahin Mohseni
How stable is lung function in patients with stable chronic obstructive pulmonary disease when monitored using a telehealth system? A longitudinal and home-based study
Åsa Holmner, Fredrik Öhberg, Urban Wiklund, Eva Bergmann, Anders Blomberg, Karin Wadell
Coronary heart disease and mortality following a breast cancer diagnosis
Aixia Guo, Kathleen W. Zhang, Kristi Reynolds, Randi E. Foraker
Prospective monitoring of imaging guideline adherence by physicians in a surgical collaborative: comparison of statistical process control methods for detecting outlying performance
Michael Inadomi, Karandeep Singh, Ji Qi, Rodney Dunn, Susan Linsell, Brian Denton, Patrick Hurley, Eduardo Kleer, James Montie, Khurshid R. Ghani
The role of text messaging intervention in Inner Mongolia among patients with type 2 diabetes mellitus: a randomized controlled trial
Xuemei Wang, Dan Liu, Maolin Du, Ruiqi Hao, Huiqiu Zheng, Chaoli Yan
Identifying and selecting implementation theories, models and frameworks: a qualitative study to inform the development of a decision support tool
Lisa Strifler, Jan M. Barnsley, Michael Hillmer, Sharon E. Straus
Preparing for an orthopedic consultation using an eHealth tool: a randomized controlled trial in patients with hip and knee osteoarthritis
Aniek A. O. M. Claassen, Henk J. Schers, Vincent J. J. F. Busch, Petra J. C. Heesterbeek, Frank H. J. van den Hoogen, Thea P. M. Vliet Vlieland, Cornelia H. M. van den Ende
Correction to: Implementation of machine learning algorithms to create diabetic patient re-admission profiles
Mohamed Alloghani, Ahmed Aljaaf, Abir Hussain, Thar Baker, Jamila Mustafina, Dhiya Al-Jumeily, Mohammed Khalaf
Implementation and comparison of two text mining methods with a standard pharmacovigilance method for signal detection of medication errors
Nadine Kadi Eskildsen, Robert Eriksson, Sten B. Christensen, Tamilla Stine Aghassipour, Mikael Juul Bygsø, Søren Brunak, Suzanne Lisbet Hansen
A proof-of-concept framework for the preference elicitation and evaluation of health informatics technologies: the online PRESENT patient experience dashboard as a case example
Emmanouil Mentzakis, Daria Tkacz, Carol Rivas
Facilitating the design of HL7 domain models through a model-driven solution
M. A. Olivero, F. J. Domínguez-Mayo, C. L. Parra-Calderón, M. J. Escalona, A. Martínez-García
How to automatically turn patient experience free-text responses into actionable insights: a natural language programming (NLP) approach
Simone A. Cammel, Marit S. De Vos, Daphne van Soest, Kristina M. Hettne, Fred Boer, Ewout W. Steyerberg, Hileen Boosman
The considerations, experiences and support needs of family members making treatment decisions for patients admitted with major stroke: a qualitative study
A. Visvanathan, G. E. Mead, M. Dennis, W. N. Whiteley, F. N. Doubal, J. Lawton
Myocardial infarction evaluation from stopping time decision toward interoperable algorithmic states in reinforcement learning
Jong-Rul Park, Sung Phil Chung, Sung Yeon Hwang, Tae Gun Shin, Jong Eun Park
Does health information technology improve acknowledgement of radiology results for discharged Emergency Department patients? A before and after study
Julie Li, Richard Paoloni, Ling Li, Joanne Callen, Johanna I. Westbrook, William B. Runciman, Andrew Georgiou
360-degree Delphi: addressing sociotechnical challenges of healthcare IT
Heiko Waldmüller, Cord Spreckelsen, Hannah Rudat, Norbert Krumm, Roman Rolke, Stephan Michael Jonas
Readability of web-based sources about induced abortion: a cross-sectional study
Susanne Georgsson, Tommy Carlsson
Towards a comprehensive and interoperable representation of consent-based data usage permissions in the German medical informatics initiative
Raffael Bild, Martin Bialke, Karoline Buckow, Thomas Ganslandt, Kristina Ihrig, Roland Jahns, Angela Merzweiler, Sybille Roschka, Björn Schreiweis, Sebastian Stäubert, Sven Zenker, Fabian Prasser
AutoDiscern: rating the quality of online health information with hierarchical encoder attention-based neural networks
Laura Kinkead, Ahmed Allam, Michael Krauthammer
ICT-based adherence monitoring in kidney transplant recipients: a randomized controlled trial
Hee-Yeon Jung, Yena Jeon, Sook Jin Seong, Jung Ju Seo, Ji-Young Choi, Jang-Hee Cho, Sun-Hee Park, Chan-Duck Kim, Young-Ran Yoon, Se-Hee Yoon, Jong Soo Lee, Yong-Lim Kim
Risk management-based security evaluation model for telemedicine systems
Dong-won Kim, Jin-young Choi, Keun-hee Han
Evaluation of quality and use of health management information system in primary health care units of east Wollega zone, Oromia regional state, Ethiopia:
Mekonen Kebede, Emiru Adeba, Melese Chego
Stratifying patients using fast multiple kernel learning framework: case studies of Alzheimer’s disease and cancers
Thanh-Trung Giang, Thanh-Phuong Nguyen, Dang-Hung Tran
Public preferences regarding data linkage for research: a discrete choice experiment comparing Scotland and Sweden
Mary P. Tully, Cecilia Bernsten, Mhairi Aitken, Caroline Vass
Identifying essential proteins in dynamic protein networks based on an improved h-index algorithm
Caiyan Dai, Ju He, Kongfa Hu, Youwei Ding
Early warning score validation methodologies and performance metrics: a systematic review
Andrew Hao Sen Fang, Wan Tin Lim, Tharmmambal Balakrishnan
A predictive analytics model for differentiating between transient ischemic attacks (TIA) and its mimics
Alia Stanciu, Mihai Banciu, Alireza Sadighi, Kyle A. Marshall, Neil R. Holland, Vida Abedi, Ramin Zand
Research on Teleconsultation service quality based on multi-granularity linguistic information: the perspective of regional doctors
Wei Lu, Xin-pu Wang, Jie Zhao, Yun-kai Zhai
Appraising patient preference methods for decision-making in the medical product lifecycle: an empirical comparison
Chiara Whichello, Bennett Levitan, Juhaeri Juhaeri, Vaishali Patadia, Rachael DiSantostefano, Cathy Anne Pinto, Esther W. de Bekker-Grob
HealtheDataLab – a cloud computing solution for data science and advanced analytics in healthcare with application to predicting multi-center pediatric readmissions
Louis Ehwerhemuepha, Gary Gasperino, Nathaniel Bischoff, Sharief Taraman, Anthony Chang, William Feaster
Privacy-preserving architecture for providing feedback to clinicians on their clinical performance
Kassaye Yitbarek Yigzaw, Andrius Budrionis, Luis Marco-Ruiz, Torje Dahle Henriksen, Peder A. Halvorsen, Johan Gustav Bellika
Pre-implementation adaptation of primary care cancer prevention clinical decision support in a predominantly rural healthcare system
Melissa L. Harry, Daniel M. Saman, Anjali R. Truitt, Clayton I. Allen, Kayla M. Walton, Patrick J. O’Connor, Heidi L. Ekstrom, JoAnn M. Sperl-Hillen, Joseph A. Bianco, Thomas E. Elliott
GUIP1: a R package for dose escalation strategies in phase I cancer clinical trials
D. Dinart, J. Fraisse, D. Tosi, A. Mauguen, C. Touraine, S. Gourgou, M. C. Le Deley, C. Bellera, C. Mollevi
An exploratory study of public’ awareness about robotics-assisted surgery in Kuwait
Ali Jasem Buabbas, Saad Aldousari, Abrar Abdulmohsen Shehab
A comparative study on the prediction of the BP artificial neural network model and the ARIMA model in the incidence of AIDS
Zeming Li, Yanning Li
How good is our diagnostic intuition? Clinician prediction of bacteremia in critically ill children
Katherine E. M. Hoops, James C. Fackler, Anne King, Elizabeth Colantuoni, Aaron M. Milstone, Charlotte Woods-Hill
Surgical workflow simulation for the design and assessment of operating room setups in orthopedic surgery
Juliane Neumann, Christine Angrick, Celina Höhn, Dirk Zajonz, Mohamed Ghanem, Andreas Roth, Thomas Neumuth
Cybersecurity of Hospitals: discussing the challenges and working towards mitigating the risks
Salem T. Argaw, Juan R. Troncoso-Pastoriza, Darren Lacey, Marie-Valentine Florin, Franck Calcavecchia, Denise Anderson, Wayne Burleson, Jan-Michael Vogel, Chana O’Leary, Bruce Eshaya-Chauvin, Antoine Flahault
Composite CDE: modeling composite relationships between common data elements for representing complex clinical data
Hye Hyeon Kim, Yu Rang Park, Suehyun Lee, Ju Han Kim
A risk calculator to inform the need for a prostate biopsy: a rapid access clinic cohort
Amirhossein Jalali, Robert W. Foley, Robert M. Maweni, Keefe Murphy, Dara J. Lundon, Thomas Lynch, Richard Power, Frank O’Brien, Kieran J. O’Malley, David J. Galvin, Garrett C. Durkan, T. Brendan Murphy, R. William Watson
Machine learning assisted DSC-MRI radiomics as a tool for glioma classification by grade and mutation status
Carole H. Sudre, Jasmina Panovska-Griffiths, Eser Sanverdi, Sebastian Brandner, Vasileios K. Katsaros, George Stranjalis, Francesca B. Pizzini, Claudio Ghimenton, Katarina Surlan-Popovic, Jernej Avsenik, Maria Vittoria Spampinato, Mario Nigro, Arindam R. Chatterjee, Arnaud Attye, Sylvie Grand, Alexandre Krainik, Nicoletta Anzalone, Gian Marco Conte, Valeria Romeo, Lorenzo Ugga, Andrea Elefante, Elisa Francesca Ciceri, Elia Guadagno, Eftychia Kapsalaki, Diana Roettger, Javier Gonzalez, Timothé Boutelier, M. Jorge Cardoso, Sotirios Bisdas
Application of standardised effect sizes to hospital discharge outcomes for people with diabetes
Tim Robbins, Sarah N. Lim Choi Keung, Sailesh Sankar, Harpal Randeva, Theodoros N. Arvanitis
Differential influences of social support on app use for diabetes self-management – a mixed methods approach
Nicola Brew-Sam, Arul Chib, Constanze Rossmann
Sparse multi-output Gaussian processes for online medical time series prediction
Li-Fang Cheng, Bianca Dumitrascu, Gregory Darnell, Corey Chivers, Michael Draugelis, Kai Li, Barbara E Engelhardt
Barriers to patient, provider, and caregiver adoption and use of electronic personal health records in chronic care: a systematic review
Zahra Niazkhani, Esmaeel Toni, Mojgan Cheshmekaboodi, Andrew Georgiou, Habibollah Pirnejad
Development of an algorithm to detect and reduce complexity of drug treatment and its technical realisation
Viktoria S. Wurmbach, Steffen J. Schmidt, Anette Lampert, Eduard Frick, Michael Metzner, Simone Bernard, Petra A. Thürmann, Stefan Wilm, Achim Mortsiefer, Attila Altiner, Lisa Sparenberg, Joachim Szecsenyi, Frank Peters-Klimm, Petra Kaufmann-Kolle, Walter E. Haefeli, Hanna M. Seidling
Differentially private release of medical microdata: an efficient and practical approach for preserving informative attribute values
Hyukki Lee, Yon Dohn Chung
Validation of the effectiveness of a digital integrated healthcare platform utilizing an AI-based dietary management solution and a real-time continuous glucose monitoring system for diabetes management: a randomized controlled trial
Sung Woon Park, Gyuri Kim, You-Cheol Hwang, Woo Je Lee, Hyunjin Park, Jae Hyeon Kim
Implementation of data access and use procedures in clinical data warehouses. A systematic review of literature and publicly available policies
Elena Pavlenko, Daniel Strech, Holger Langhof
Caregivers' role in using a personal electronic health record: a qualitative study of cancer patients and caregivers in Germany
Aline Weis, Sabrina Pohlmann, Regina Poss-Doering, Beate Strauss, Charlotte Ullrich, Helene Hofmann, Dominik Ose, Eva C. Winkler, Joachim Szecsenyi, Michel Wensing
Staff perspectives on the usability of electronic patient records for planning and delivering dementia care in nursing homes: a multiple case study
Kate Shiells, Angie Alejandra Diaz Baquero, Olga Štěpánková, Iva Holmerová
Data mining application to healthcare fraud detection: a two-step unsupervised clustering method for outlier detection with administrative databases
Michela Carlotta Massi, Francesca Ieva, Emanuele Lettieri
Implementing a system for the real-time risk assessment of patients considered for intensive care
Simarjot S. Dahella, James S. Briggs, Paul Coombes, Nazli Farajidavar, Paul Meredith, Timothy Bonnici, Julie L. Darbyshire, Peter J. Watkinson
Histopathological distinction of non-invasive and invasive bladder cancers using machine learning approaches
Peng-Nien Yin, Kishan KC, Shishi Wei, Qi Yu, Rui Li, Anne R. Haake, Hiroshi Miyamoto, Feng Cui
Grand Duchy of Luxembourg: a case study of a national master patient index in production since five years
Raffaella Vaccaroli, Frédéric Markus, Samuel Danhardt, Heiko Zimmermann, Francois Wisniewski, Pascale Lucas, Hervé Barge
Feasibility study to identify women of childbearing age at risk of pregnancy not using any contraception in The Health Improvement Network (THIN) database
Lucía Cea Soriano, Alex Asiimwe, Mieke Van Hemelrijck, Cecilia Bosco, Luis A. García Rodríguez
Application of data mining for predicting hemodynamics instability during pheochromocytoma surgery
Yueyang Zhao, Li Fang, Lei Cui, Song Bai
Validation of an EMR algorithm to measure the prevalence of ADHD in the Canadian Primary Care Sentinel Surveillance Network (CPCSSN)
Rachael Morkem, Kenneth Handelman, John A. Queenan, Richard Birtwhistle, David Barber
What’s in a name? A comparison of attitudes towards artificial intelligence (AI) versus augmented human intelligence (AHI)
Santiago Romero-Brufau, Kirk D. Wyatt, Patricia Boyum, Mindy Mickelson, Matthew Moore, Cheristi Cognetta-Rieke
LandmarkNet: a 2D digital radiograph landmark estimator for registration
Zhen Wang, Cong Liu, Longhua Ma
Parental understanding of crucial medical jargon used in prenatal prematurity counseling
Nicole M. Rau, Mir A. Basir, Kathryn E. Flynn
Use of AI-based tools for healthcare purposes: a survey study from consumers’ perspectives
Pouyan Esmaeilzadeh
Development and validation of a tool to assess the risk of QT drug-drug interactions in clinical practice
Florine A. Berger, Heleen van der Sijs, Matthijs L. Becker, Teun van Gelder, Patricia M. L. A. van den Bemt
Improving shared decision-making in vascular surgery by implementing decision support tools: study protocol for the stepped-wedge cluster-randomised OVIDIUS trial
S. M. L. de Mik, F. E. Stubenrouch, D. A. Legemate, R. Balm, D. T. Ubbink
Examining the quality of record linkage process using nationwide Brazilian administrative databases to build a large birth cohort
Daniela Almeida, David Gorender, Maria Yury Ichihara, Samila Sena, Luan Menezes, George C. G. Barbosa, Rosimeire L. Fiaccone, Enny S. Paixão, Robespierre Pita, Mauricio L. Barreto
The information imperative: to study the impact of informational discontinuity on clinical decision making among doctors
Naveen R. Gowda, Atul Kumar, Sanjay K. Arya, Vikas H
Analysis of real-world data on growth hormone therapy adherence using a connected injection device
Ekaterina Koledova, Vincenzo Tornincasa, Paula van Dommelen
Survey: smartphone-based assessment of cardiovascular diseases using ECG and PPG analysis
Muhammad Shabaan, Kaleem Arshid, Muhammad Yaqub, Feng Jinchao, M. Sultan Zia, Giridhar Reddy Bojja, Muazzam Iftikhar, Usman Ghani, Loknath Sai Ambati, Rizwan Munir
Preventing overuse of laboratory diagnostics: a case study into diagnosing anaemia in Dutch general practice
Michelle M. A. Kip, Martijn L. J. Oonk, Mark-David Levin, Annemarie Schop, Patrick J. E. Bindels, Ron Kusters, Hendrik Koffijberg
Using creative co-design to develop a decision support tool for people with malignant pleural effusion
Cheryl Grindell, Angela Tod, Remi Bec, Daniel Wolstenholme, Rahul Bhatnagar, Parthipan Sivakumar, Anna Morley, Jayne Holme, Judith Lyons, Maryam Ahmed, Susan Jackson, Deirdre Wallace, Farinaz Noorzad, Meera Kamalanathan, Liju Ahmed, Mathew Evison
Investigating the satisfaction level of physicians in regards to implementing medical Picture Archiving and Communication System (PACS)
Reza Abbasi, Monireh Sadeqi Jabali, Reza Khajouei, Hamidreza Tadayon
E-health literacy and associated factors among chronic patients in a low-income country: a cross-sectional survey
Kirubel Biruk Shiferaw, Binyam Chakilu Tilahun, Berhanu Fikadie Endehabtu, Monika Knudsen Gullslett, Shegaw Anagaw Mengiste
Evaluating stakeholder involvement in building a decision support tool for NHS health checks: co-producing the WorkHORSE study
Ffion Lloyd-Williams, Lirije Hyseni, Maria Guzman-Castillo, Chris Kypridemos, Brendan Collins, Simon Capewell, Ellen Schwaller, Martin O’Flaherty
Acceptability and practicability of self-management for patients with Parkinson’s disease based on smartphone applications in China
J. Hu, D. Z. Yuan, Q. Y. Zhao, X. F. Wang, X. T. Zhang, Q. H. Jiang, H. R. Luo, J. Li, J. H. Ran, J. F. Li
The use of technology in tracking soccer players’ health performance: a scoping review
Jassim Almulla, Abdulrahman Takiddin, Mowafa Househ
Developing and validating an algorithm to identify incident chronic dialysis patients using administrative data
Dino Gibertoni, Claudio Voci, Marica Iommi, Benedetta D’Ercole, Marcora Mandreoli, Antonio Santoro, Elena Mancini
Designing a novel hybrid healthcare teleconsultation network: a benchtop study of telepathology in Iran and a systematic review
Mohammad Mahdi Taghipour, Mohammad Mehdi Sepehri
Validation of an electronic coding algorithm to identify the primary indication of orthopedic surgeries from administrative data
John C. Giardina, Thomas Cha, Steven J. Atlas, Michael J. Barry, Andrew A. Freiberg, Lauren Leavitt, Felisha Marques, Karen Sepucha
An e-registry for household contacts exposed to multidrug resistant TB in Mongolia
Kush Naker, Katherine M. Gaskell, Munhjargal Dorjravdan, Naranzul Dambaa, Chrissy H. Roberts, David A. J. Moore
Professional training on shared decision making with older adults living with neurocognitive disorders: a mixed-methods implementation study
Moulikatou Adouni Lawani, Luc Côté, Laetitia Coudert, Michèle Morin, Holly O. Witteman, Danielle Caron, Edeltraut Kroger, Philippe Voyer, Charo Rodriguez, France Légaré, Anik M. C. Giguere
Shared decision making in surgery: a scoping review of patient and surgeon preferences
Laura A. Shinkunas, Caleb J. Klipowicz, Erica M. Carlisle
WEARCON: wearable home monitoring in children with asthma reveals a strong association with hospital based assessment of asthma control
M. R. van der Kamp, E. C. Klaver, B. J. Thio, J. M. M. Driessen, F. H. C. de Jongh, M. Tabak, J. van der Palen, H. J. Hermens
Electronic ordering and the management of treatment interdependencies: a qualitative study of paediatric chemotherapy
Valentina Lichtner, Bryony Dean Franklin, Luciano Dalla-Pozza, Johanna I. Westbrook
Consumers’ satisfaction factors mining and sentiment analysis of B2C online pharmacy reviews
Jingfang Liu, Yingyi Zhou, Xiaoyan Jiang, Wei Zhang
Home blood pressure data visualization for the management of hypertension: designing for patient and physician information needs
Richelle J. Koopman, Shannon M. Canfield, Jeffery L. Belden, Pete Wegier, Victoria A. Shaffer, K. D. Valentine, Akshay Jain, Linsey M. Steege, Sonal J. Patil, Mihail Popescu, Michael L. LeFevre
Translation of evidence into kidney transplant clinical practice: managing drug-lab interactions by a context-aware clinical decision support system
Zahra Niazkhani, Mahsa Fereidoni, Parviz Rashidi Khazaee, Afshin Shiva, Khadijeh Makhdoomi, Andrew Georgiou, Habibollah Pirnejad
The costs outweigh the benefits: seeing side-effects online may decrease adherence to statins
Nickolas M. Jones, Dana B. Mukamel, Shaista Malik, Robert S. Greenfield, Andrew Reikes, Nathan D. Wong, Emilie Chow
A system for automatically extracting clinical events with temporal information
Zhijing Li, Chen Li, Yu Long, Xuan Wang
Pilot implementation of an electronic patient-reported outcome measure for planning and monitoring participation-focused care in early intervention
E. C. Albrecht, V. C. Kaelin, B. L. Rigau, J. K. Dooling-Litfin, E. A. Scully, N. J. Murphy, B. M. McManus, M. A. Khetani, Jamie Bane, Haley Carle, Amy Jatsko, Amanda Pedrow, Laura Sciarcon
Predicting the amputation risk for patients with diabetic foot ulceration – a Bayesian decision support tool
Jens Hüsers, Guido Hafer, Jan Heggemann, Stefan Wiemeyer, Swen Malte John, Ursula Hübner
Identification of risk factors for patients with diabetes: diabetic polyneuropathy case study
Oleg Metsker, Kirill Magoev, Alexey Yakovlev, Stanislav Yanishevskiy, Georgy Kopanitsa, Sergey Kovalchuk, Valeria V. Krzhizhanovskaya
Implementation of a national electronic health information system in Gabon: a survey of healthcare providers’ perceptions
Cheick Oumar Bagayoko, Jack Tchuente, Diakaridia Traoré, Gaetan Moukoumbi Lipenguet, Raymond Ondzigue Mbenga, Aimé Patrice Koumamba, Myriam Corille Ondjani, Olive Lea Ndjeli, Marie-Pierre Gagnon
Evaluation of standard and semantically-augmented distance metrics for neurology patients
Daniel B. Hier, Jonathan Kopel, Steven U. Brint, Donald C. Wunsch II, Gayla R. Olbricht, Sima Azizi, Blaine Allen
PASCAL: a pseudo cascade learning framework for breast cancer treatment entity normalization in Chinese clinical text
Yang An, Jianlin Wang, Liang Zhang, Hanyu Zhao, Zhan Gao, Haitao Huang, Zhenguang Du, Zengtao Jiao, Jun Yan, Xiaopeng Wei, Bo Jin
Understanding the stakeholders’ preferences on a mobile application to reduce door to balloon time in the management of ST-elevated myocardial infarction patients – a qualitative study
Nour Alkamel, Amr Jamal, Omar Alnobani, Mowafa Househ, Nasriah Zakaria, Mohammad Qawasmeh, Shabana Tharkar
Towards more efficient use of intravenous lumens in multi-infusion settings: development and evaluation of a multiplex infusion scheduling algorithm
Frank Doesburg, Roy Oelen, Maurits H. Renes, Wouter Bult, Daan J. Touw, Maarten W. Nijsten
Intention to use electronic medical record and its predictors among health care providers at referral hospitals, north-West Ethiopia, 2019: using unified theory of acceptance and use technology 2(UTAUT2) model
Mohammedjud Hassen Ahmed, Adina Demissie Bogale, Binyam Tilahun, Mulugeta Hayelom Kalayou, Jorn Klein, Shegaw Anagaw Mengiste, Berhanu Fikadie Endehabtu
Identification of most influential co-occurring gene suites for gastrointestinal cancer using biomedical literature mining and graph-based influence maximization
Charles C. N. Wang, Jennifer Jin, Jan-Gowth Chang, Masahiro Hayakawa, Atsushi Kitazawa, Jeffrey J. P. Tsai, Phillip C.-Y. Sheu
Level of awareness of Saudi medical students of the internet-based health-related information seeking and developing to support health services
Bader Aldebasi, Abdulaziz I. Alhassan, Sami Al-Nasser, Mostafa A. Abolfotouh
Envisioning the future of clinical analytics: a modified Delphi process in New South Wales, Australia
Kim Sutherland, Wilson Yeung, Yoke Mak, Jean-Frederic Levesque
Online Cost-Effectiveness ANalysis (OCEAN): a user-friendly interface to conduct cost-effectiveness analyses for cervical cancer
David Moriña, José Ignacio Martí, Pedro Puig, Mireia Diaz
Bayesian variable selection for high dimensional predictors and self-reported outcomes
Xiangdong Gu, Mahlet G Tadesse, Andrea S Foulkes, Yunsheng Ma, Raji Balasubramanian
Smartphone and medical application use among dentists in China
Chao Zhang, Lin Fan, Zhaowu Chai, Cong Yu, Jinlin Song
Development, implementation, and prospective validation of a model to predict 60-day end-of-life in hospitalized adults upon admission at three sites
Vincent J. Major, Yindalon Aphinyanaphongs
Semi-supervised method for image texture classification of pituitary tumors via CycleGAN and optimized feature extraction
Hong Zhu, Qianhao Fang, Yihe Huang, Kai Xu
Challenges and opportunities for telehealth in the management of chronic obstructive pulmonary disease: a qualitative case study in Greece
Violeta Gaveikaite, Casandra Grundstrom, Stefan Winter, Helen Schonenberg, Minna Isomursu, Ioanna Chouvarda, Nicos Maglaveras
Correction to: Survey: smartphone-based assessment of cardiovascular diseases using ECG and PPG analysis
Muhammad Shabaan, Kaleem Arshid, Muhammad Yaqub, Feng Jinchao, M. Sultan Zia, Giridhar Reddy Boja, Muazzam Iftikhar, Usman Ghani, Loknath Sai Ambati, Rizwan Munir
SMS-based family planning communication and its association with modern contraception and maternal healthcare use in selected low-middle-income countries
Yingying Hu, Rui Huang, Bishwajit Ghose, Shangfeng Tang
As if sand were stone. New concepts and metrics to probe the ground on which to build trustable AI
Federico Cabitza, Andrea Campagner, Luca Maria Sconfienza
Improving the informatics competency of critical care nurses: results of an interventional study in the southeast of Iran
Somayeh Jouparinejad, Golnaz Foroughameri, Reza Khajouei, Jamileh Farokhzadian
Availability, price, and affordability of WHO priority maternal and child health medicine in public health facilities of Dessie, north-East Ethiopia
Abel Demerew Hailu, Solomon Ahmed Mohammed
Definitions, components and processes of data harmonisation in healthcare: a scoping review
Bey-Marrié Schmidt, Christopher J. Colvin, Ameer Hohlfeld, Natalie Leon
Deep learning based feature-level integration of multi-omics data for breast cancer patients survival analysis
Li Tong, Jonathan Mitchel, Kevin Chatlin, May D. Wang
An app for supporting older people receiving home care – usage, aspects of health and health literacy: a quasi-experimental study
Carina Göransson, Yvonne Wengström, Maria Hälleberg-Nyman, Ann Langius-Eklöf, Kristina Ziegert, Karin Blomberg
Can we predict early 7-day readmissions using a standard 30-day hospital readmission risk prediction model?
Sameh N. Saleh, Anil N. Makam, Ethan A. Halm, Oanh Kieu Nguyen
Gradient boosting for Parkinson’s disease diagnosis from voice recordings
Ibrahim Karabayir, Samuel M. Goldman, Suguna Pappu, Oguz Akbilgic
The efficiency and effectiveness of surgery information systems in Iran
Faezeh Abbasi, Reza Khajouei, Moghaddameh Mirzaee
Interviews with experts in rare diseases for the development of clinical decision support system software - a qualitative study
Jannik Schaaf, Hans-Ulrich Prokosch, Martin Boeker, Johanna Schaefer, Jessica Vasseur, Holger Storf, Martin Sedlmayr
How to optimize the design and implementation of risk prediction tools: focus group with patients with IgA nephropathy
Anna R. Gagliardi, Heather N. Reich, Daniel C. Cattran, Sean J. Barbour
Testing an individualized digital decision assist system for the diagnosis and management of mental and behavior disorders in children and adolescents
Carolyn E. Clausen, Bennett L. Leventhal, Øystein Nytrø, Roman Koposov, Odd Sverre Westbye, Thomas Brox Røst, Victoria Bakken, Kaban Koochakpour, Ketil Thorvik, Norbert Skokauskas
Clinicians perceptions of a telemedicine system: a mixed method study of Makassar City, Indonesia
Dea Indria, Mohannad Alajlani, Hamish S F Fraser
Qualitative analysis of clinicians’ perspectives on the use of a computerized decision aid in the treatment of psychotic disorders
Lukas O. Roebroek, Jojanneke Bruins, Philippe Delespaul, Albert Boonstra, Stynke Castelein
RETRACTED ARTICLE: Meta-analysis of contrast-enhanced ultrasound and contrast-enhanced harmonic endoscopic ultrasound for the diagnosis of gallbladder malignancy
Xue Liang, Xiang Jing
A fuzzy TOPSIS based analysis toward selection of effective security requirements engineering approach for trustworthy healthcare software development
Md Tarique Jamal Ansari, Fahad Ahmed Al-Zahrani, Dhirendra Pandey, Alka Agrawal
Medical service demand forecasting using a hybrid model based on ARIMA and self-adaptive filtering method
Yihuai Huang, Chao Xu, Mengzhong Ji, Wei Xiang, Da He
Utilizing imbalanced electronic health records to predict acute kidney injury by ensemble learning and time series model
Yuan Wang, Yake Wei, Hao Yang, Jingwei Li, Yubo Zhou, Qin Wu
The role of histogram analysis in diffusion-weighted imaging in the differential diagnosis of benign and malignant breast lesions
Ya-Nan Jin, Yan Zhang, Jing-Liang Cheng, Xiao-Pan Zhang, Ying Hu, Xiao-Ning Shao
Nurses’ experiences and viewpoints about the benefits of adopting information technology in health care: a qualitative study in Iran
Jamileh Farokhzadian, Reza Khajouei, Arie Hasman, Leila Ahmadian
A data-driven approach to a chemotherapy recommendation model based on deep learning for patients with colorectal cancer in Korea
Jin-Hyeok Park, Jeong-Heum Baek, Sun Jin Sym, Kang Yoon Lee, Youngho Lee
Diagnosis of left ventricular hypertrophy using convolutional neural network
Zini Jian, Xianpei Wang, Jingzhe Zhang, Xinyu Wang, Youbin Deng
Healthcare managers’ experiences of technostress and the actions they take to handle it – a critical incident analysis
Magdalena Stadin, Maria Nordin, Eleonor I. Fransson, Anders Broström
EDDAMAP: efficient data-dependent approach for monitoring asymptomatic patient
Daniel Adu-Gyamfi, Fengli Zhang, Albert Kofi Kwansah Ansah
Analyzing medical device connectivity and its effect on cyber security in german hospitals
Markus Willing, Christian Dresen, Uwe Haverkamp, Sebastian Schinzel
Using machine learning of clinical data to diagnose COVID-19: a systematic review and meta-analysis
Wei Tse Li, Jiayan Ma, Neil Shende, Grant Castaneda, Jaideep Chakladar, Joseph C. Tsai, Lauren Apostol, Christine O. Honda, Jingyue Xu, Lindsay M. Wong, Tianyi Zhang, Abby Lee, Aditi Gnanasekar, Thomas K. Honda, Selena Z. Kuo, Michael Andrew Yu, Eric Y. Chang, Mahadevan “ Raj” Rajasekaran, Weg M. Ongkeko
Can natural language processing help differentiate inflammatory intestinal diseases in China? Models applying random forest and convolutional neural network approaches
Yuanren Tong, Keming Lu, Yingyun Yang, Ji Li, Yucong Lin, Dong Wu, Aiming Yang, Yue Li, Sheng Yu, Jiaming Qian
The FeverApp registry – ecological momentary assessment (EMA) of fever management in families regarding conformity to up-to-date recommendations
David Martin, Jana Wachtmeister, Kai Ludwigs, Ekkehart Jenetzky
Ada-WHIPS: explaining AdaBoost classification with applications in the health sciences
Julian Hatwell, Mohamed Medhat Gaber, R. Muhammad Atif Azad
Using machine learning methods to predict in-hospital mortality of sepsis patients in the ICU
Guilan Kong, Ke Lin, Yonghua Hu
Prediction of incident myocardial infarction using machine learning applied to harmonized electronic health record data
Divneet Mandair, Premanand Tiwari, Steven Simon, Kathryn L. Colborn, Michael A. Rosenberg
A mixed methods systematic review of the effects of patient online self-diagnosing in the ‘smart-phone society’ on the healthcare professional-patient relationship and medical authority
Annabel Farnood, Bridget Johnston, Frances S. Mair
Leveraging hybrid biomarkers in clinical endpoint prediction
Maliazurina Saad, Ik Hyun Lee
Towards developing a secure medical image sharing system based on zero trust principles and blockchain technology
Maliha Sultana, Afrida Hossain, Fabiha Laila, Kazi Abu Taher, Muhammad Nazrul Islam
A qualitative research framework for the design of user-centered displays of explanations for machine learning model predictions in healthcare
Amie J. Barda, Christopher M. Horvat, Harry Hochheiser
A realism-based approach to an ontological representation of symbiotic interactions
Matthew Diller, Evan Johnson, Amanda Hicks, William R. Hogan
Exploring emerging IoT technologies in smart health research: a knowledge graph analysis
Xuejie Yang, Xiaoyu Wang, Xingguo Li, Dongxiao Gu, Changyong Liang, Kang Li, Gongrang Zhang, Jinhong Zhong
How to interact with medical terminologies? Formative usability evaluations comparing three approaches for supporting the use of MedDRA by pharmacovigilance specialists
Romaric Marcilly, Laura Douze, Sébastien Ferré, Bissan Audeh, Carlos Bobed, Agnès Lillo-Le Louët, Jean-Baptiste Lamy, Cédric Bousquet
Using data science for medical decision making case: role of gut microbiome in multiple sclerosis
Jasminka Hasic Telalovic, Azra Music
Violence detection explanation via semantic roles embeddings
Enrico Mensa, Davide Colla, Marco Dalmasso, Marco Giustini, Carlo Mamo, Alessio Pitidis, Daniele P. Radicioni
Effective attention-based network for syndrome differentiation of AIDS
Huaxin Pang, Shikui Wei, Yufeng Zhao, Liyun He, Jian Wang, Baoyan Liu, Yao Zhao
Pelvic organ prolapse and treatment decisions– developing an online preference-sensitive tool to support shared decisions
Mette Hulbaek, Eva Knutz, Niels Teglhus Ebbesen, Jette Primdahl, Jesper Bo Nielsen, Regner Birkelund
Outbreak minimization v.s. influence maximization: an optimization framework
Chun-Hung Cheng, Yong-Hong Kuo, Ziye Zhou
Improving patient-provider communication about chronic pain: development and feasibility testing of a shared decision-making tool
Nananda Col, Stephen Hull, Vicky Springmann, Long Ngo, Ernie Merritt, Susan Gold, Michael Sprintz, Noel Genova, Noah Nesin, Brenda Tierman, Frank Sanfilippo, Richard Entel, Lori Pbert
Network analysis of autistic disease comorbidities in Chinese children based on ICD-10 codes
Xiaojun Li, Guangjian Liu, Wenxiong Chen, Zhisheng Bi, Huiying Liang
Tracking personalized functional health in older adults using geriatric assessments
Anup K. Mishra, Marjorie Skubic, Mihail Popescu, Kari Lane, Marilyn Rantz, Laurel A. Despins, Carmen Abbott, James Keller, Erin L. Robinson, Steve Miller
Computer-based cognitive rehabilitation program GRADIOR for mild dementia and mild cognitive impairment: new features
Manuel A. Franco-Martín, Angie A. Diaz-Baquero, Yolanda Bueno-Aguado, María T. Cid-Bartolomé, Esther Parra Vidales, María V. Perea Bartolomé, Isabel de la Torre Díez, Henriëtte G. van der Roest
Decision aids on breast conserving surgery for early stage breast cancer patients: a systematic review
Jing Si, Rong Guo, Xiang Lu, Chao Han, Li Xue, Dan Xing, Caiping Chen
Validation of a machine learning algorithm for early severe sepsis prediction: a retrospective study predicting severe sepsis up to 48 h in advance using a diverse dataset from 461 US hospitals
Hoyt Burdick, Eduardo Pino, Denise Gabel-Comeau, Carol Gu, Jonathan Roberts, Sidney Le, Joseph Slote, Nicholas Saber, Emily Pellegrini, Abigail Green-Saxena, Jana Hoffman, Ritankar Das
Communicating tailored risk information of cancer treatment side effects: Only words or also numbers?
Ruben D. Vromans, Steffen C. Pauws, Nadine Bol, Lonneke V. van de Poll-Franse, Emiel J. Krahmer
The multi-faceted usage patterns of nutrition apps: a survey on the appropriation of nutrition apps among German-speaking users of MyFitnessPal
Paula Stehr, Veronika Karnowski, Constanze Rossmann
Combining structured and unstructured data for predictive models: a deep learning approach
Dongdong Zhang, Changchang Yin, Jucheng Zeng, Xiaohui Yuan, Ping Zhang
The use of mobile phone functionalities by patients with asthma and their desire to use for self-care purposes
Ehsan Nabovati, Mehrdad Farzandipour, Marzieh Heidarzadeh Arani, Hossein Akbari, Reihane Sharif, Shima Anvari
The detection of lung cancer using massive artificial neural network based on soft tissue technique
Kishore Rajagopalan, Suresh Babu
Could health information systems enhance the quality of Aboriginal health promotion? A retrospective audit of Aboriginal health programs in the Northern Territory of Australia
Nikki Percival, Priscilla Boucher, Kathleen Conte, Kate Robertson, Julie Cook
Development and initial implementation of electronic clinical decision supports for recognition and management of hospital-acquired acute kidney injury
Megan Howarth, Meha Bhatt, Eleanor Benterud, Anna Wolska, Evan Minty, Kyoo-Yoon Choi, Andrea Devrome, Tyrone G. Harrison, Barry Baylis, Elijah Dixon, Indraneel Datta, Neesh Pannu, Matthew T. James
Iranian general populations' and health care providers' preferences for benefits and harms of statin therapy for primary prevention of cardiovascular disease
Hassan Saadati, Hamid Reza Baradaran, Goodarz Danaei, Afshin Ostovar, Farzad Hadaegh, Leila Janani, Ewout W. Steyerberg, Davood Khalili
CIDACS-RL: a novel indexing search and scoring-based record linkage system for huge datasets with high accuracy and scalability
George C. G. Barbosa, M. Sanni Ali, Bruno Araujo, Sandra Reis, Samila Sena, Maria Y. T. Ichihara, Julia Pescarini, Rosemeire L. Fiaccone, Leila D. Amorim, Robespierre Pita, Marcos E. Barreto, Liam Smeeth, Mauricio L. Barreto
Web-based online resources about adverse interactions or side effects associated with complementary and alternative medicine: a systematic review, summarization and quality assessment
Jeremy Y. Ng, Vanessa Munford, Harmy Thakar
Global scientific output trend for Akkermansia muciniphila research: a bibliometric and scientometric analysis
Hojat Dehghanbanadaki, Hossein Aazami, Shahrbanoo Keshavarz Azizi Raftar, Fatemeh Ashrafian, Hanieh-Sadat Ejtahed, Ehsan Hashemi, Zahra Hoseini Tavassol, Sara Ahmadi Badi, Seyed Davar Siadat
Data cleaning process for HIV-indicator data extracted from DHIS2 national reporting system: a case study of Kenya
Milka Bochere Gesicho, Martin Chieng Were, Ankica Babic
Use of online knowledge base in primary health care and correlation to health care quality: an observational study
Christian Gerdesköld, Eva Toth-Pal, Inger Wårdh, Gunnar H. Nilsson, Anna Nager
Comparison of deep learning with regression analysis in creating predictive models for SARS-CoV-2 outcomes
Ahmed Abdulaal, Aatish Patel, Esmita Charani, Sarah Denny, Saleh A. Alqahtani, Gary W. Davies, Nabeela Mughal, Luke S. P. Moore
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
An effective frequency-domain feature of atrial fibrillation based on time–frequency analysis
Yusong Hu, Yantao Zhao, Jihong Liu, Jin Pang, Chen Zhang, Peizhe Li
The emerging COVID-19 research: dynamic and regularly updated science maps and analyses
Njål Andersen, Jørgen G. Bramness, Ingunn Olea Lund
Explainability for artificial intelligence in healthcare: a multidisciplinary perspective
Julia Amann, Alessandro Blasimme, Effy Vayena, Dietmar Frey, Vince I. Madai
Routine health information system in the health facilities in Yaoundé–Cameroon: assessing the gaps for strengthening
Brian Bongwong Tamfon, Chanceline Bilounga Ndongo, Serge Marcial Bataliack, Marie Nicole Ngoufack, Georges Nguefack-Tsague
Patient autonomy in dentistry: demonstrating the role for shared decision making
Mareike Benecke, Jürgen Kasper, Christoph Heesen, Nina Schäffler, Daniel R. Reissmann
Cognitive biomarker prioritization in Alzheimer’s Disease using brain morphometric data
Bo Peng, Xiaohui Yao, Shannon L. Risacher, Andrew J. Saykin, Li Shen, Xia Ning
Evaluation of conditional treatment effects of adjuvant treatments on patients with synovial sarcoma using Bayesian subgroup analysis
Sung Wook Seo, Jisoo Kim, Jihye Son, Sungbin Lim
The effect of active occupational stress management on psychosocial and physiological wellbeing: a pilot study
Tomislav Jukic, Alojz Ihan, Vojko Strojnik, David Stubljar, Andrej Starc
Development of a data-driven COVID-19 prognostication tool to inform triage and step-down care for hospitalised patients in Hong Kong: a population-based cohort study
Eva L. H. Tsui, Carrie S. M. Lui, Pauline P. S. Woo, Alan T. L. Cheung, Peggo K. W. Lam, Van T. W. Tang, C. F. Yiu, C. H. Wan, Libby H. Y. Lee
Adapting a home telemonitoring intervention for underserved Hispanic/Latino patients with type 2 diabetes: an acceptability and feasibility study
Renee Pekmezaris, Myia S. Williams, Briana Pascarelli, Kayla D. Finuf, Yael T. Harris, Alyson K. Myers, Tonya Taylor, Myriam Kline, Vidhi H. Patel, Lawrence M. Murray, Samy I. McFarlane, Karalyn Pappas, Martin L. Lesser, Amgad N. Makaryus, Sabrina Martinez, Andrjez Kozikowski, Jennifer Polo, Josephine Guzman, Roman Zeltser, Jose Marino, Maria Pena, Ralph J. DiClemente, Dilcia Granville
Reporting of screening and diagnostic AI rarely acknowledges ethical, legal, and social implications: a mass media frame analysis
Emma K. Frost, Stacy M. Carter
Predicting hospitalization following psychiatric crisis care using machine learning
Matthijs Blankers, Louk F. M. van der Post, Jack J. M. Dekker
Can statistical adjustment guided by causal inference improve the accuracy of effect estimation? A simulation and empirical research based on meta-analyses of case–control studies
Ruohua Yan, Tianyi Liu, Yaguang Peng, Xiaoxia Peng
Shared decision making, physicians’ explanations, and treatment satisfaction: a cross-sectional survey of prostate cancer patients
Kazuhiro Nakayama, Wakako Osaka, Nobuaki Matsubara, Tsutomu Takeuchi, Mayumi Toyoda, Noriyuki Ohtake, Hiroji Uemura
A stacking-based model for predicting 30-day all-cause hospital readmissions of patients with acute myocardial infarction
Zhen Zhang, Hang Qiu, Weihao Li, Yucheng Chen
Prediction of in-hospital mortality in patients on mechanical ventilation post traumatic brain injury: machine learning approach
Ahmad Abujaber, Adam Fadlalla, Diala Gammoh, Husham Abdelrahman, Monira Mollazehi, Ayman El-Menyar
Risk-adapted treatment reduced chemotherapy exposure for clinical stage I pediatric testicular cancer
Yun-lin Ye, Zhuang-fei Chen, Jun Bian, Hai-tao Liang, Zi-ke Qin
Factors associated with the performance of routine health information system in Yaoundé-Cameroon: a cross-sectional survey
Georges Nguefack-Tsague, Brian Bongwong Tamfon, Ismael Ngnie-Teta, Marie Nicole Ngoufack, Basile Keugoung, Serge Marcial Bataliack, Chanceline Bilounga Ndongo
Data quality of the routine health management information system at the primary healthcare facility and district levels in Tanzania
Susan F. Rumisha, Emanuel P. Lyimo, Irene R. Mremi, Patrick K. Tungu, Victor S. Mwingira, Doris Mbata, Sia E. Malekia, Catherine Joachim, Leonard E. G. Mboera
The German Corona Consensus Dataset (GECCO): a standardized dataset for COVID-19 research in university medicine and beyond
Julian Sass, Alexander Bartschke, Moritz Lehne, Andrea Essenwanger, Eugenia Rinaldi, Stefanie Rudolph, Kai U. Heitmann, Jörg J. Vehreschild, Christof von Kalle, Sylvia Thun
Attitudes towards using electronic health records of patients with psoriasis and dermatologists: a cross-sectional study
Toni Maria Klein, Matthias Augustin, Natalia Kirsten, Marina Otten