Adverse Drug Events Detection, Pharmacovigilance and Surveillance
View E-collection for ‘Adverse Drug Events Detection, Pharmacovigilance and Surveillance’![Detecting Adverse Drug Events Through the Chronological Relationship Between the Medication Period and the Presence of Adverse Reactions From Electronic Medical Record Systems: Observational Study Detecting Adverse Drug Events Through the Chronological Relationship Between the Medication Period and the Presence of Adverse Reactions From Electronic Medical Record Systems: Observational Study](https://asset.jmir.pub/assets/9639d2c4dab3da2634d7b8d05ffa173d.png 480w,https://asset.jmir.pub/assets/9639d2c4dab3da2634d7b8d05ffa173d.png 960w,https://asset.jmir.pub/assets/9639d2c4dab3da2634d7b8d05ffa173d.png 1920w,https://asset.jmir.pub/assets/9639d2c4dab3da2634d7b8d05ffa173d.png 2500w)
Kei Teramoto, Toshihiro Takeda, Naoki Mihara, Yoshie Shimai, Shirou Manabe, Shigeki Kuwata, Hiroshi Kondoh, Yasushi Matsumura
JMIR Med Inform 2021 (Nov 01); 9(11):e28763Download Citation: END BibTex RIS
Theme Issue 2021: Health Natural Language Processing and Applications
View E-collection for ‘Theme Issue 2021: Health Natural Language Processing and Applications’![Stroke Outcome Measurements From Electronic Medical Records: Cross-sectional Study on the Effectiveness of Neural and Nonneural Classifiers Stroke Outcome Measurements From Electronic Medical Records: Cross-sectional Study on the Effectiveness of Neural and Nonneural Classifiers](https://asset.jmir.pub/assets/35bc65aa67cb6706ec583137d8add596.png 480w,https://asset.jmir.pub/assets/35bc65aa67cb6706ec583137d8add596.png 960w,https://asset.jmir.pub/assets/35bc65aa67cb6706ec583137d8add596.png 1920w,https://asset.jmir.pub/assets/35bc65aa67cb6706ec583137d8add596.png 2500w)
Bruna Stella Zanotto, Ana Paula Beck da Silva Etges, Avner dal Bosco, Eduardo Gabriel Cortes, Renata Ruschel, Ana Claudia De Souza, Claudio M V Andrade, Felipe Viegas, Sergio Canuto, Washington Luiz, Sheila Ouriques Martins, Renata Vieira, Carisi Polanczyk, Marcos André Gonçalves
JMIR Med Inform 2021 (Nov 01); 9(11):e29120Download Citation: END BibTex RIS
![A Semiautomated Chart Review for Assessing the Development of Radiation Pneumonitis Using Natural Language Processing: Diagnostic Accuracy and Feasibility Study A Semiautomated Chart Review for Assessing the Development of Radiation Pneumonitis Using Natural Language Processing: Diagnostic Accuracy and Feasibility Study](https://asset.jmir.pub/assets/8b9574135cc04f1b3c7802c67f26f909.png 480w,https://asset.jmir.pub/assets/8b9574135cc04f1b3c7802c67f26f909.png 960w,https://asset.jmir.pub/assets/8b9574135cc04f1b3c7802c67f26f909.png 1920w,https://asset.jmir.pub/assets/8b9574135cc04f1b3c7802c67f26f909.png 2500w)
Jordan McKenzie, Rasika Rajapakshe, Hua Shen, Shan Rajapakshe, Angela Lin
JMIR Med Inform 2021 (Nov 12); 9(11):e29241Download Citation: END BibTex RIS
Secondary Use of Clinical Data for Research and Surveillance
View E-collection for ‘Secondary Use of Clinical Data for Research and Surveillance’![Visualizing Knowledge Evolution Trends and Research Hotspots of Personal Health Data Research: Bibliometric Analysis Visualizing Knowledge Evolution Trends and Research Hotspots of Personal Health Data Research: Bibliometric Analysis](https://asset.jmir.pub/assets/d1763572dfa7497af3702f8329d00930.png 480w,https://asset.jmir.pub/assets/d1763572dfa7497af3702f8329d00930.png 960w,https://asset.jmir.pub/assets/d1763572dfa7497af3702f8329d00930.png 1920w,https://asset.jmir.pub/assets/d1763572dfa7497af3702f8329d00930.png 2500w)
Jianxia Gong, Vikrant Sihag, Qingxia Kong, Lindu Zhao
JMIR Med Inform 2021 (Nov 01); 9(11):e31142Download Citation: END BibTex RIS
Theme Issue: Medical Informatics and COVID-19
View E-collection for ‘Theme Issue: Medical Informatics and COVID-19’![Optimal Triage for COVID-19 Patients Under Limited Health Care Resources With a Parsimonious Machine Learning Prediction Model and Threshold Optimization Using Discrete-Event Simulation: Development Study Optimal Triage for COVID-19 Patients Under Limited Health Care Resources With a Parsimonious Machine Learning Prediction Model and Threshold Optimization Using Discrete-Event Simulation: Development Study](https://asset.jmir.pub/assets/1dd67a6d32e8602901e8162597b3dd8d.png 480w,https://asset.jmir.pub/assets/1dd67a6d32e8602901e8162597b3dd8d.png 960w,https://asset.jmir.pub/assets/1dd67a6d32e8602901e8162597b3dd8d.png 1920w,https://asset.jmir.pub/assets/1dd67a6d32e8602901e8162597b3dd8d.png 2500w)
Jeongmin Kim, Hakyung Lim, Jae-Hyeon Ahn, Kyoung Hwa Lee, Kwang Suk Lee, Kyo Chul Koo
JMIR Med Inform 2021 (Nov 02); 9(11):e32726Download Citation: END BibTex RIS
Discretionary Corrigenda
View E-collection for ‘Discretionary Corrigenda’Donghwan Yun, Semin Cho, Yong Chul Kim, Dong Ki Kim, Kook-Hwan Oh, Kwon Wook Joo, Yon Su Kim, Seung Seok Han
JMIR Med Inform 2021 (Nov 02); 9(11):e34411Download Citation: END BibTex RIS
New Technologies
View E-collection for ‘New Technologies’![A Blockchain-Based Dynamic Consent Architecture to Support Clinical Genomic Data Sharing (ConsentChain): Proof-of-Concept Study A Blockchain-Based Dynamic Consent Architecture to Support Clinical Genomic Data Sharing (ConsentChain): Proof-of-Concept Study](https://asset.jmir.pub/assets/9a6284caf898e1bcdf9854df4e89c1be.png 480w,https://asset.jmir.pub/assets/9a6284caf898e1bcdf9854df4e89c1be.png 960w,https://asset.jmir.pub/assets/9a6284caf898e1bcdf9854df4e89c1be.png 1920w,https://asset.jmir.pub/assets/9a6284caf898e1bcdf9854df4e89c1be.png 2500w)
Faisal Albalwy, Andrew Brass, Angela Davies
JMIR Med Inform 2021 (Nov 03); 9(11):e27816Download Citation: END BibTex RIS
Machine Learning
View E-collection for ‘Machine Learning’![Event Prediction Model Considering Time and Input Error Using Electronic Medical Records in the Intensive Care Unit: Retrospective Study Event Prediction Model Considering Time and Input Error Using Electronic Medical Records in the Intensive Care Unit: Retrospective Study](https://asset.jmir.pub/assets/0a8f1353df922574ea84339c468caae9.png 480w,https://asset.jmir.pub/assets/0a8f1353df922574ea84339c468caae9.png 960w,https://asset.jmir.pub/assets/0a8f1353df922574ea84339c468caae9.png 1920w,https://asset.jmir.pub/assets/0a8f1353df922574ea84339c468caae9.png 2500w)
MinDong Sung, Sangchul Hahn, Chang Hoon Han, Jung Mo Lee, Jayoung Lee, Jinkyu Yoo, Jay Heo, Young Sam Kim, Kyung Soo Chung
JMIR Med Inform 2021 (Nov 04); 9(11):e26426Download Citation: END BibTex RIS
![Local Differential Privacy in the Medical Domain to Protect Sensitive Information: Algorithm Development and Real-World Validation Local Differential Privacy in the Medical Domain to Protect Sensitive Information: Algorithm Development and Real-World Validation](https://asset.jmir.pub/assets/b15c760c28e56b87da9518a937c64d78.png 480w,https://asset.jmir.pub/assets/b15c760c28e56b87da9518a937c64d78.png 960w,https://asset.jmir.pub/assets/b15c760c28e56b87da9518a937c64d78.png 1920w,https://asset.jmir.pub/assets/b15c760c28e56b87da9518a937c64d78.png 2500w)
MinDong Sung, Dongchul Cha, Yu Rang Park
JMIR Med Inform 2021 (Nov 08); 9(11):e26914Download Citation: END BibTex RIS
![Accurate Prediction of Stroke for Hypertensive Patients Based on Medical Big Data and Machine Learning Algorithms: Retrospective Study Accurate Prediction of Stroke for Hypertensive Patients Based on Medical Big Data and Machine Learning Algorithms: Retrospective Study](https://asset.jmir.pub/assets/3db70c17f9d8e6686eb5e20932bd13ad.png 480w,https://asset.jmir.pub/assets/3db70c17f9d8e6686eb5e20932bd13ad.png 960w,https://asset.jmir.pub/assets/3db70c17f9d8e6686eb5e20932bd13ad.png 1920w,https://asset.jmir.pub/assets/3db70c17f9d8e6686eb5e20932bd13ad.png 2500w)
Yujie Yang, Jing Zheng, Zhenzhen Du, Ye Li, Yunpeng Cai
JMIR Med Inform 2021 (Nov 10); 9(11):e30277Download Citation: END BibTex RIS
![Machine Learning–Based Hospital Discharge Prediction for Patients With Cardiovascular Diseases: Development and Usability Study Machine Learning–Based Hospital Discharge Prediction for Patients With Cardiovascular Diseases: Development and Usability Study](https://asset.jmir.pub/assets/3e71ee929eb0957b5301a6d8326f1948.png 480w,https://asset.jmir.pub/assets/3e71ee929eb0957b5301a6d8326f1948.png 960w,https://asset.jmir.pub/assets/3e71ee929eb0957b5301a6d8326f1948.png 1920w,https://asset.jmir.pub/assets/3e71ee929eb0957b5301a6d8326f1948.png 2500w)
Imjin Ahn, Hansle Gwon, Heejun Kang, Yunha Kim, Hyeram Seo, Heejung Choi, Ha Na Cho, Minkyoung Kim, Tae Joon Jun, Young-Hak Kim
JMIR Med Inform 2021 (Nov 17); 9(11):e32662Download Citation: END BibTex RIS
Natural Language Processing
View E-collection for ‘Natural Language Processing’![Risk Factors Associated With Nonfatal Opioid Overdose Leading to Intensive Care Unit Admission: A Cross-sectional Study Risk Factors Associated With Nonfatal Opioid Overdose Leading to Intensive Care Unit Admission: A Cross-sectional Study](https://asset.jmir.pub/assets/c0205ed24d9d5f955f6a2fa7404b03ef.png 480w,https://asset.jmir.pub/assets/c0205ed24d9d5f955f6a2fa7404b03ef.png 960w,https://asset.jmir.pub/assets/c0205ed24d9d5f955f6a2fa7404b03ef.png 1920w,https://asset.jmir.pub/assets/c0205ed24d9d5f955f6a2fa7404b03ef.png 2500w)
Avijit Mitra, Hiba Ahsan, Wenjun Li, Weisong Liu, Robert D Kerns, Jack Tsai, William Becker, David A Smelson, Hong Yu
JMIR Med Inform 2021 (Nov 08); 9(11):e32851Download Citation: END BibTex RIS
![A Neural Network Approach for Understanding Patient Experiences of Chronic Obstructive Pulmonary Disease (COPD): Retrospective, Cross-sectional Study of Social Media Content A Neural Network Approach for Understanding Patient Experiences of Chronic Obstructive Pulmonary Disease (COPD): Retrospective, Cross-sectional Study of Social Media Content](https://asset.jmir.pub/assets/5b96d3d07078a6e9f3dc181e1740739d.png 480w,https://asset.jmir.pub/assets/5b96d3d07078a6e9f3dc181e1740739d.png 960w,https://asset.jmir.pub/assets/5b96d3d07078a6e9f3dc181e1740739d.png 1920w,https://asset.jmir.pub/assets/5b96d3d07078a6e9f3dc181e1740739d.png 2500w)
Tobe Che Benjamin Freeman, Raul Rodriguez-Esteban, Juergen Gottowik, Xing Yang, Veit Johannes Erpenbeck, Mathias Leddin
JMIR Med Inform 2021 (Nov 11); 9(11):e26272Download Citation: END BibTex RIS
Information Seeking, Information Needs
View E-collection for ‘Information Seeking, Information Needs’![Health Information Needs of Young Chinese People Based on an Online Health Community: Topic and Statistical Analysis Health Information Needs of Young Chinese People Based on an Online Health Community: Topic and Statistical Analysis](https://asset.jmir.pub/assets/dd3659f9b139758b6f6f469cce914f5b.png 480w,https://asset.jmir.pub/assets/dd3659f9b139758b6f6f469cce914f5b.png 960w,https://asset.jmir.pub/assets/dd3659f9b139758b6f6f469cce914f5b.png 1920w,https://asset.jmir.pub/assets/dd3659f9b139758b6f6f469cce914f5b.png 2500w)
Jie Wang, Xin Wang, Lei Wang, Yan Peng
JMIR Med Inform 2021 (Nov 08); 9(11):e30356Download Citation: END BibTex RIS
Decision Support for Health Professionals
View E-collection for ‘Decision Support for Health Professionals’![Toward Personalized Web-Based Cognitive Rehabilitation for Patients With Ischemic Stroke: Elo Rating Approach Toward Personalized Web-Based Cognitive Rehabilitation for Patients With Ischemic Stroke: Elo Rating Approach](https://asset.jmir.pub/assets/195b1113e02dde76a0f6bb50e6d47417.png 480w,https://asset.jmir.pub/assets/195b1113e02dde76a0f6bb50e6d47417.png 960w,https://asset.jmir.pub/assets/195b1113e02dde76a0f6bb50e6d47417.png 1920w,https://asset.jmir.pub/assets/195b1113e02dde76a0f6bb50e6d47417.png 2500w)
Alejandro Garcia-Rudolph, Eloy Opisso, Jose M Tormos, Vince Istvan Madai, Dietmar Frey, Helard Becerra, John D Kelleher, Montserrat Bernabeu Guitart, Jaume López
JMIR Med Inform 2021 (Nov 10); 9(11):e28090Download Citation: END BibTex RIS
Adoption and Change Management of eHealth Systems
View E-collection for ‘Adoption and Change Management of eHealth Systems’![The Role of Physicians in Digitalizing Health Care Provision: Web-Based Survey Study The Role of Physicians in Digitalizing Health Care Provision: Web-Based Survey Study](https://asset.jmir.pub/assets/9d8f77610acd43840db46deb637b7079.png 480w,https://asset.jmir.pub/assets/9d8f77610acd43840db46deb637b7079.png 960w,https://asset.jmir.pub/assets/9d8f77610acd43840db46deb637b7079.png 1920w,https://asset.jmir.pub/assets/9d8f77610acd43840db46deb637b7079.png 2500w)
The Role of Physicians in Digitalizing Health Care Provision: Web-Based Survey Study
Anja Burmann, Max Tischler, Mira Faßbach, Sophie Schneitler, Sven Meister
JMIR Med Inform 2021 (Nov 11); 9(11):e31527Download Citation: END BibTex RIS
![Assimilation of Medical Appointment Scheduling Systems and Their Impact on the Accessibility of Primary Care: Mixed Methods Study Assimilation of Medical Appointment Scheduling Systems and Their Impact on the Accessibility of Primary Care: Mixed Methods Study](https://asset.jmir.pub/assets/7c96ebd5dc0c5b2d9604c6b6323ca358.png 480w,https://asset.jmir.pub/assets/7c96ebd5dc0c5b2d9604c6b6323ca358.png 960w,https://asset.jmir.pub/assets/7c96ebd5dc0c5b2d9604c6b6323ca358.png 1920w,https://asset.jmir.pub/assets/7c96ebd5dc0c5b2d9604c6b6323ca358.png 2500w)
Guy Paré, Louis Raymond, Alexandre Castonguay, Antoine Grenier Ouimet, Marie-Claude Trudel
JMIR Med Inform 2021 (Nov 16); 9(11):e30485Download Citation: END BibTex RIS
Reviews in Medical Informatics
View E-collection for ‘Reviews in Medical Informatics’![Machine Learning Applications in Mental Health and Substance Use Research Among the LGBTQ2S+ Population: Scoping Review Machine Learning Applications in Mental Health and Substance Use Research Among the LGBTQ2S+ Population: Scoping Review](https://asset.jmir.pub/assets/5eb61bf114f7bacb34d8d160d71e1800.png 480w,https://asset.jmir.pub/assets/5eb61bf114f7bacb34d8d160d71e1800.png 960w,https://asset.jmir.pub/assets/5eb61bf114f7bacb34d8d160d71e1800.png 1920w,https://asset.jmir.pub/assets/5eb61bf114f7bacb34d8d160d71e1800.png 2500w)
Anasua Kundu, Michael Chaiton, Rebecca Billington, Daniel Grace, Rui Fu, Carmen Logie, Bruce Baskerville, Christina Yager, Nicholas Mitsakakis, Robert Schwartz
JMIR Med Inform 2021 (Nov 11); 9(11):e28962Download Citation: END BibTex RIS
Quality Improvement
View E-collection for ‘Quality Improvement’![The Relationship Between Electronic Health Record System and Performance on Quality Measures in the American College of Rheumatology’s Rheumatology Informatics System for Effectiveness (RISE) Registry: Observational Study The Relationship Between Electronic Health Record System and Performance on Quality Measures in the American College of Rheumatology’s Rheumatology Informatics System for Effectiveness (RISE) Registry: Observational Study](https://asset.jmir.pub/assets/770e4fcbc8ef30a1462fe967b895c198.png 480w,https://asset.jmir.pub/assets/770e4fcbc8ef30a1462fe967b895c198.png 960w,https://asset.jmir.pub/assets/770e4fcbc8ef30a1462fe967b895c198.png 1920w,https://asset.jmir.pub/assets/770e4fcbc8ef30a1462fe967b895c198.png 2500w)
Nevin Hammam, Zara Izadi, Jing Li, Michael Evans, Julia Kay, Stephen Shiboski, Gabriela Schmajuk, Jinoos Yazdany
JMIR Med Inform 2021 (Nov 12); 9(11):e31186Download Citation: END BibTex RIS
Electronic Health Records
View E-collection for ‘Electronic Health Records’![The Role of Electronic Medical Records in Reducing Unwarranted Clinical Variation in Acute Health Care: Systematic Review The Role of Electronic Medical Records in Reducing Unwarranted Clinical Variation in Acute Health Care: Systematic Review](https://asset.jmir.pub/assets/2dfeb62fb8197eaa7cacf6aec703b54c.png 480w,https://asset.jmir.pub/assets/2dfeb62fb8197eaa7cacf6aec703b54c.png 960w,https://asset.jmir.pub/assets/2dfeb62fb8197eaa7cacf6aec703b54c.png 1920w,https://asset.jmir.pub/assets/2dfeb62fb8197eaa7cacf6aec703b54c.png 2500w)
Tobias Hodgson, Andrew Burton-Jones, Raelene Donovan, Clair Sullivan
JMIR Med Inform 2021 (Nov 17); 9(11):e30432Download Citation: END BibTex RIS