Vol 10, No 1 (2022): January
Machine Learning
View E-collection for ‘Machine Learning’![Prediction of Physical Frailty in Orthogeriatric Patients Using Sensor Insole–Based Gait Analysis and Machine Learning Algorithms: Cross-sectional Study Prediction of Physical Frailty in Orthogeriatric Patients Using Sensor Insole–Based Gait Analysis and Machine Learning Algorithms: Cross-sectional Study](https://asset.jmir.pub/assets/94f628137cba347594daf119e06ecf0d.png 480w,https://asset.jmir.pub/assets/94f628137cba347594daf119e06ecf0d.png 960w,https://asset.jmir.pub/assets/94f628137cba347594daf119e06ecf0d.png 1920w,https://asset.jmir.pub/assets/94f628137cba347594daf119e06ecf0d.png 2500w)
Moritz Kraus, Maximilian Michael Saller, Sebastian Felix Baumbach, Carl Neuerburg, Ulla Cordula Stumpf, Wolfgang Böcker, Alexander Martin Keppler
JMIR Med Inform 2022 (Jan 05); 10(1):e32724Download Citation: END BibTex RIS
![Patient Representation Learning From Heterogeneous Data Sources and Knowledge Graphs Using Deep Collective Matrix Factorization: Evaluation Study Patient Representation Learning From Heterogeneous Data Sources and Knowledge Graphs Using Deep Collective Matrix Factorization: Evaluation Study](https://asset.jmir.pub/assets/1b5356679bc2940443b5d8d1db1a7b77.png 480w,https://asset.jmir.pub/assets/1b5356679bc2940443b5d8d1db1a7b77.png 960w,https://asset.jmir.pub/assets/1b5356679bc2940443b5d8d1db1a7b77.png 1920w,https://asset.jmir.pub/assets/1b5356679bc2940443b5d8d1db1a7b77.png 2500w)
Sajit Kumar, Alicia Nanelia, Ragunathan Mariappan, Adithya Rajagopal, Vaibhav Rajan
JMIR Med Inform 2022 (Jan 20); 10(1):e28842Download Citation: END BibTex RIS
![Evaluation of the Need for Intensive Care in Children With Pneumonia: Machine Learning Approach Evaluation of the Need for Intensive Care in Children With Pneumonia: Machine Learning Approach](https://asset.jmir.pub/assets/8e0d0ed2920daab0243fd6ca5005c8ee.png 480w,https://asset.jmir.pub/assets/8e0d0ed2920daab0243fd6ca5005c8ee.png 960w,https://asset.jmir.pub/assets/8e0d0ed2920daab0243fd6ca5005c8ee.png 1920w,https://asset.jmir.pub/assets/8e0d0ed2920daab0243fd6ca5005c8ee.png 2500w)
Evaluation of the Need for Intensive Care in Children With Pneumonia: Machine Learning Approach
Yun-Chung Liu, Hao-Yuan Cheng, Tu-Hsuan Chang, Te-Wei Ho, Ting-Chi Liu, Ting-Yu Yen, Chia-Ching Chou, Luan-Yin Chang, Feipei Lai
JMIR Med Inform 2022 (Jan 27); 10(1):e28934Download Citation: END BibTex RIS
![Incidence of Diagnostic Errors Among Unexpectedly Hospitalized Patients Using an Automated Medical History–Taking System With a Differential Diagnosis Generator: Retrospective Observational Study Incidence of Diagnostic Errors Among Unexpectedly Hospitalized Patients Using an Automated Medical History–Taking System With a Differential Diagnosis Generator: Retrospective Observational Study](https://asset.jmir.pub/assets/f6276ce5f0065b5a131c0dc084498857.png 480w,https://asset.jmir.pub/assets/f6276ce5f0065b5a131c0dc084498857.png 960w,https://asset.jmir.pub/assets/f6276ce5f0065b5a131c0dc084498857.png 1920w,https://asset.jmir.pub/assets/f6276ce5f0065b5a131c0dc084498857.png 2500w)
Ren Kawamura, Yukinori Harada, Shu Sugimoto, Yuichiro Nagase, Shinichi Katsukura, Taro Shimizu
JMIR Med Inform 2022 (Jan 27); 10(1):e35225Download Citation: END BibTex RIS
Electronic Health Records
View E-collection for ‘Electronic Health Records’![Patient Perspectives on the Digitization of Personal Health Information in the Emergency Department: Mixed Methods Study During the COVID-19 Pandemic Patient Perspectives on the Digitization of Personal Health Information in the Emergency Department: Mixed Methods Study During the COVID-19 Pandemic](https://asset.jmir.pub/assets/1a445de636ac31bec416c61eaa81cbf7.png 480w,https://asset.jmir.pub/assets/1a445de636ac31bec416c61eaa81cbf7.png 960w,https://asset.jmir.pub/assets/1a445de636ac31bec416c61eaa81cbf7.png 1920w,https://asset.jmir.pub/assets/1a445de636ac31bec416c61eaa81cbf7.png 2500w)
Sophia Ly, Ricky Tsang, Kendall Ho
JMIR Med Inform 2022 (Jan 06); 10(1):e28981Download Citation: END BibTex RIS
![Assessment of Natural Language Processing Methods for Ascertaining the Expanded Disability Status Scale Score From the Electronic Health Records of Patients With Multiple Sclerosis: Algorithm Development and Validation Study Assessment of Natural Language Processing Methods for Ascertaining the Expanded Disability Status Scale Score From the Electronic Health Records of Patients With Multiple Sclerosis: Algorithm Development and Validation Study](https://asset.jmir.pub/assets/0262b7b56eafabd47bfb281a416d9fd2.png 480w,https://asset.jmir.pub/assets/0262b7b56eafabd47bfb281a416d9fd2.png 960w,https://asset.jmir.pub/assets/0262b7b56eafabd47bfb281a416d9fd2.png 1920w,https://asset.jmir.pub/assets/0262b7b56eafabd47bfb281a416d9fd2.png 2500w)
Zhen Yang, Chloé Pou-Prom, Ashley Jones, Michaelia Banning, David Dai, Muhammad Mamdani, Jiwon Oh, Tony Antoniou
JMIR Med Inform 2022 (Jan 12); 10(1):e25157Download Citation: END BibTex RIS
Industry Perspectives
View E-collection for ‘Industry Perspectives’![Current Status of the Health Information Technology Industry in China from the China Hospital Information Network Conference: Cross-sectional Study of Participating Companies Current Status of the Health Information Technology Industry in China from the China Hospital Information Network Conference: Cross-sectional Study of Participating Companies](https://asset.jmir.pub/assets/6bd38a056c58de37b27aa23ca39212b5.png 480w,https://asset.jmir.pub/assets/6bd38a056c58de37b27aa23ca39212b5.png 960w,https://asset.jmir.pub/assets/6bd38a056c58de37b27aa23ca39212b5.png 1920w,https://asset.jmir.pub/assets/6bd38a056c58de37b27aa23ca39212b5.png 2500w)
Zhongan Zhang, Xu Zheng, Kai An, Yunfan He, Tong Wang, Ruizhu Zhou, Qilin Zheng, Mingfu Nuo, Jun Liang, Jianbo Lei
JMIR Med Inform 2022 (Jan 11); 10(1):e33600Download Citation: END BibTex RIS
Viewpoints on and Experiences with Digital Technologies in Health
View E-collection for ‘Viewpoints on and Experiences with Digital Technologies in Health’![Impact of Electronic Health Record Interoperability on Telehealth Service Outcomes Impact of Electronic Health Record Interoperability on Telehealth Service Outcomes](https://asset.jmir.pub/assets/5844bde14f82ac91729f687de2cc4826.png 480w,https://asset.jmir.pub/assets/5844bde14f82ac91729f687de2cc4826.png 960w,https://asset.jmir.pub/assets/5844bde14f82ac91729f687de2cc4826.png 1920w,https://asset.jmir.pub/assets/5844bde14f82ac91729f687de2cc4826.png 2500w)
Impact of Electronic Health Record Interoperability on Telehealth Service Outcomes
JMIR Med Inform 2022 (Jan 11); 10(1):e31837Download Citation: END BibTex RIS
![Technology-Enabled, Evidence-Driven, and Patient-Centered: The Way Forward for Regulating Software as a Medical Device Technology-Enabled, Evidence-Driven, and Patient-Centered: The Way Forward for Regulating Software as a Medical Device](https://asset.jmir.pub/assets/07e8683cb86077c93ce3e19760bc71fd.png 480w,https://asset.jmir.pub/assets/07e8683cb86077c93ce3e19760bc71fd.png 960w,https://asset.jmir.pub/assets/07e8683cb86077c93ce3e19760bc71fd.png 1920w,https://asset.jmir.pub/assets/07e8683cb86077c93ce3e19760bc71fd.png 2500w)
Jane Elizabeth Carolan, John McGonigle, Andrea Dennis, Paula Lorgelly, Amitava Banerjee
JMIR Med Inform 2022 (Jan 27); 10(1):e34038Download Citation: END BibTex RIS
Theme Issue: Medical Informatics and COVID-19
View E-collection for ‘Theme Issue: Medical Informatics and COVID-19’![Effects of Social Media Use for Health Information on COVID-19–Related Risk Perceptions and Mental Health During Pregnancy: Web-Based Survey Effects of Social Media Use for Health Information on COVID-19–Related Risk Perceptions and Mental Health During Pregnancy: Web-Based Survey](https://asset.jmir.pub/assets/73ce9ff0833d5a5efffea2f08eaadc0e.png 480w,https://asset.jmir.pub/assets/73ce9ff0833d5a5efffea2f08eaadc0e.png 960w,https://asset.jmir.pub/assets/73ce9ff0833d5a5efffea2f08eaadc0e.png 1920w,https://asset.jmir.pub/assets/73ce9ff0833d5a5efffea2f08eaadc0e.png 2500w)
Qian Wang, Luyao Xie, Bo Song, Jiangli Di, Linhong Wang, Phoenix Kit-Han Mo
JMIR Med Inform 2022 (Jan 13); 10(1):e28183Download Citation: END BibTex RIS
Reviews in Medical Informatics
View E-collection for ‘Reviews in Medical Informatics’![Machine Learning for Cardiovascular Outcomes From Wearable Data: Systematic Review From a Technology Readiness Level Point of View Machine Learning for Cardiovascular Outcomes From Wearable Data: Systematic Review From a Technology Readiness Level Point of View](https://asset.jmir.pub/assets/25eb9f88f2596f67c55eb1b85215f2c3.png 480w,https://asset.jmir.pub/assets/25eb9f88f2596f67c55eb1b85215f2c3.png 960w,https://asset.jmir.pub/assets/25eb9f88f2596f67c55eb1b85215f2c3.png 1920w,https://asset.jmir.pub/assets/25eb9f88f2596f67c55eb1b85215f2c3.png 2500w)
Arman Naseri Jahfari, David Tax, Marcel Reinders, Ivo van der Bilt
JMIR Med Inform 2022 (Jan 19); 10(1):e29434Download Citation: END BibTex RIS
![The Use of Blockchain Technology in the Health Care Sector: Systematic Review The Use of Blockchain Technology in the Health Care Sector: Systematic Review](https://asset.jmir.pub/assets/8ea9a4eb9648cc442ed6ef1357cb6944.png 480w,https://asset.jmir.pub/assets/8ea9a4eb9648cc442ed6ef1357cb6944.png 960w,https://asset.jmir.pub/assets/8ea9a4eb9648cc442ed6ef1357cb6944.png 1920w,https://asset.jmir.pub/assets/8ea9a4eb9648cc442ed6ef1357cb6944.png 2500w)
The Use of Blockchain Technology in the Health Care Sector: Systematic Review
Deepa Elangovan, Chiau Soon Long, Faizah Safina Bakrin, Ching Siang Tan, Khang Wen Goh, Siang Fei Yeoh, Mei Jun Loy, Zahid Hussain, Kah Seng Lee, Azam Che Idris, Long Chiau Ming
JMIR Med Inform 2022 (Jan 20); 10(1):e17278Download Citation: END BibTex RIS
![Digital Health Interventions to Enhance Prevention in Primary Care: Scoping Review Digital Health Interventions to Enhance Prevention in Primary Care: Scoping Review](https://asset.jmir.pub/assets/93ad7171da1258d3e51b653344541ca7.png 480w,https://asset.jmir.pub/assets/93ad7171da1258d3e51b653344541ca7.png 960w,https://asset.jmir.pub/assets/93ad7171da1258d3e51b653344541ca7.png 1920w,https://asset.jmir.pub/assets/93ad7171da1258d3e51b653344541ca7.png 2500w)
Digital Health Interventions to Enhance Prevention in Primary Care: Scoping Review
Van C Willis, Kelly Jean Thomas Craig, Yalda Jabbarpour, Elisabeth L Scheufele, Yull E Arriaga, Monica Ajinkya, Kyu B Rhee, Andrew Bazemore
JMIR Med Inform 2022 (Jan 21); 10(1):e33518Download Citation: END BibTex RIS
Corrigenda and Addenda
View E-collection for ‘Corrigenda and Addenda’Junsang Yoo, Si-Ho Kim, Sujeong Hur, Juhyung Ha, Kyungmin Huh, Won Chul Cha
JMIR Med Inform 2022 (Jan 19); 10(1):e36385Download Citation: END BibTex RIS
eHealth Infrastructures
View E-collection for ‘eHealth Infrastructures’![A Platform and Multisided Market for Translational, Software-Defined Medical Procedures in the Operating Room (OP 4.1): Proof-of-Concept Study A Platform and Multisided Market for Translational, Software-Defined Medical Procedures in the Operating Room (OP 4.1): Proof-of-Concept Study](https://asset.jmir.pub/assets/1c71879a9b00108d31e7ec3d87ee431e.png 480w,https://asset.jmir.pub/assets/1c71879a9b00108d31e7ec3d87ee431e.png 960w,https://asset.jmir.pub/assets/1c71879a9b00108d31e7ec3d87ee431e.png 1920w,https://asset.jmir.pub/assets/1c71879a9b00108d31e7ec3d87ee431e.png 2500w)
Magdalena Görtz, Michael Byczkowski, Mathias Rath, Viktoria Schütz, Philipp Reimold, Claudia Gasch, Tobias Simpfendörfer, Keno März, Alexander Seitel, Marco Nolden, Tobias Ross, Diana Mindroc-Filimon, Dominik Michael, Jasmin Metzger, Sinan Onogur, Stefanie Speidel, Lars Mündermann, Johannes Fallert, Michael Müller, Magnus von Knebel Doeberitz, Dogu Teber, Peter Seitz, Lena Maier-Hein, Stefan Duensing, Markus Hohenfellner
JMIR Med Inform 2022 (Jan 20); 10(1):e27743Download Citation: END BibTex RIS
Decision Support for Health Professionals
View E-collection for ‘Decision Support for Health Professionals’![Real-world Health Data and Precision for the Diagnosis of Acute Kidney Injury, Acute-on-Chronic Kidney Disease, and Chronic Kidney Disease: Observational Study Real-world Health Data and Precision for the Diagnosis of Acute Kidney Injury, Acute-on-Chronic Kidney Disease, and Chronic Kidney Disease: Observational Study](https://asset.jmir.pub/assets/58d2f39fa9a61132c49fc0841806ec69.png 480w,https://asset.jmir.pub/assets/58d2f39fa9a61132c49fc0841806ec69.png 960w,https://asset.jmir.pub/assets/58d2f39fa9a61132c49fc0841806ec69.png 1920w,https://asset.jmir.pub/assets/58d2f39fa9a61132c49fc0841806ec69.png 2500w)
Karen Triep, Alexander Benedikt Leichtle, Martin Meister, Georg Martin Fiedler, Olga Endrich
JMIR Med Inform 2022 (Jan 25); 10(1):e31356Download Citation: END BibTex RIS
Adverse Drug Events Detection, Pharmacovigilance and Surveillance
View E-collection for ‘Adverse Drug Events Detection, Pharmacovigilance and Surveillance’![Development of a Pipeline for Adverse Drug Reaction Identification in Clinical Notes: Word Embedding Models and String Matching Development of a Pipeline for Adverse Drug Reaction Identification in Clinical Notes: Word Embedding Models and String Matching](https://asset.jmir.pub/assets/2ad503f4182910699566112777d7c73a.png 480w,https://asset.jmir.pub/assets/2ad503f4182910699566112777d7c73a.png 960w,https://asset.jmir.pub/assets/2ad503f4182910699566112777d7c73a.png 1920w,https://asset.jmir.pub/assets/2ad503f4182910699566112777d7c73a.png 2500w)
Klaske R Siegersma, Maxime Evers, Sophie H Bots, Floor Groepenhoff, Yolande Appelman, Leonard Hofstra, Igor I Tulevski, G Aernout Somsen, Hester M den Ruijter, Marco Spruit, N Charlotte Onland-Moret
JMIR Med Inform 2022 (Jan 25); 10(1):e31063Download Citation: END BibTex RIS
Methods and Instruments in Medical Informatics
View E-collection for ‘Methods and Instruments in Medical Informatics’![The Development History and Research Tendency of Medical Informatics: Topic Evolution Analysis The Development History and Research Tendency of Medical Informatics: Topic Evolution Analysis](https://asset.jmir.pub/assets/07353f3c5a0b2ed3c4c7be5834a62168.png 480w,https://asset.jmir.pub/assets/07353f3c5a0b2ed3c4c7be5834a62168.png 960w,https://asset.jmir.pub/assets/07353f3c5a0b2ed3c4c7be5834a62168.png 1920w,https://asset.jmir.pub/assets/07353f3c5a0b2ed3c4c7be5834a62168.png 2500w)
The Development History and Research Tendency of Medical Informatics: Topic Evolution Analysis
Wenting Han, Xi Han, Sijia Zhou, Qinghua Zhu
JMIR Med Inform 2022 (Jan 27); 10(1):e31918Download Citation: END BibTex RIS
Standards and Interoperability
View E-collection for ‘Standards and Interoperability’![Use of Clinical Data Interchange Standards Consortium (CDISC) Standards for Real-world Data: Expert Perspectives From a Qualitative Delphi Survey Use of Clinical Data Interchange Standards Consortium (CDISC) Standards for Real-world Data: Expert Perspectives From a Qualitative Delphi Survey](https://asset.jmir.pub/assets/ba49ac13720f0b318f4b9d61d7747a21.png 480w,https://asset.jmir.pub/assets/ba49ac13720f0b318f4b9d61d7747a21.png 960w,https://asset.jmir.pub/assets/ba49ac13720f0b318f4b9d61d7747a21.png 1920w,https://asset.jmir.pub/assets/ba49ac13720f0b318f4b9d61d7747a21.png 2500w)
Rhonda Facile, Erin Elizabeth Muhlbradt, Mengchun Gong, Qingna Li, Vaishali Popat, Frank Pétavy, Ronald Cornet, Yaoping Ruan, Daisuke Koide, Toshiki I Saito, Sam Hume, Frank Rockhold, Wenjun Bao, Sue Dubman, Barbara Jauregui Wurst
JMIR Med Inform 2022 (Jan 27); 10(1):e30363Download Citation: END BibTex RIS