Quality Improvement
View E-collection for ‘Quality Improvement’![A Framework for Modeling and Interpreting Patient Subgroups Applied to Hospital Readmission: Visual Analytical Approach A Framework for Modeling and Interpreting Patient Subgroups Applied to Hospital Readmission: Visual Analytical Approach](https://asset.jmir.pub/assets/064777806a9d21df4ac1a29eebe99df9.png 480w,https://asset.jmir.pub/assets/064777806a9d21df4ac1a29eebe99df9.png 960w,https://asset.jmir.pub/assets/064777806a9d21df4ac1a29eebe99df9.png 1920w,https://asset.jmir.pub/assets/064777806a9d21df4ac1a29eebe99df9.png 2500w)
Suresh K Bhavnani, Weibin Zhang, Shyam Visweswaran, Mukaila Raji, Yong-Fang Kuo
JMIR Med Inform 2022 (Dec 07); 10(12):e37239Download Citation: END BibTex RIS
Discretionary Corrigenda
View E-collection for ‘Discretionary Corrigenda’Shengjie Dong, Chenshu Shi, Wu Zeng, Zhiying Jia, Minye Dong, Yuyin Xiao, Guohong Li
JMIR Med Inform 2022 (Dec 07); 10(12):e44374Download Citation: END BibTex RIS
Electronic Health Records
View E-collection for ‘Electronic Health Records’![Pan-Canadian Electronic Medical Record Diagnostic and Unstructured Text Data for Capturing PTSD: Retrospective Observational Study Pan-Canadian Electronic Medical Record Diagnostic and Unstructured Text Data for Capturing PTSD: Retrospective Observational Study](https://asset.jmir.pub/assets/d2b0512512e729862b7fd535ec8c3c3a.png 480w,https://asset.jmir.pub/assets/d2b0512512e729862b7fd535ec8c3c3a.png 960w,https://asset.jmir.pub/assets/d2b0512512e729862b7fd535ec8c3c3a.png 1920w,https://asset.jmir.pub/assets/d2b0512512e729862b7fd535ec8c3c3a.png 2500w)
Leanne Kosowan, Alexander Singer, Farhana Zulkernine, Hasan Zafari, Marcello Nesca, Dhasni Muthumuni
JMIR Med Inform 2022 (Dec 13); 10(12):e41312Download Citation: END BibTex RIS
![Natural Language Processing and Graph Theory: Making Sense of Imaging Records in a Novel Representation Frame Natural Language Processing and Graph Theory: Making Sense of Imaging Records in a Novel Representation Frame](https://asset.jmir.pub/assets/cb98bdb74f81e26b1083fffdb488438c.png 480w,https://asset.jmir.pub/assets/cb98bdb74f81e26b1083fffdb488438c.png 960w,https://asset.jmir.pub/assets/cb98bdb74f81e26b1083fffdb488438c.png 1920w,https://asset.jmir.pub/assets/cb98bdb74f81e26b1083fffdb488438c.png 2500w)
Laurent Binsfeld Gonçalves, Ivan Nesic, Marko Obradovic, Bram Stieltjes, Thomas Weikert, Jens Bremerich
JMIR Med Inform 2022 (Dec 21); 10(12):e40534Download Citation: END BibTex RIS
Decision Support for Health Professionals
View E-collection for ‘Decision Support for Health Professionals’![State-of-the-Art Evidence Retriever for Precision Medicine: Algorithm Development and Validation State-of-the-Art Evidence Retriever for Precision Medicine: Algorithm Development and Validation](https://asset.jmir.pub/assets/744707db803973e19b1060a431b44bf2.png 480w,https://asset.jmir.pub/assets/744707db803973e19b1060a431b44bf2.png 960w,https://asset.jmir.pub/assets/744707db803973e19b1060a431b44bf2.png 1920w,https://asset.jmir.pub/assets/744707db803973e19b1060a431b44bf2.png 2500w)
State-of-the-Art Evidence Retriever for Precision Medicine: Algorithm Development and Validation
Qiao Jin, Chuanqi Tan, Mosha Chen, Ming Yan, Ningyu Zhang, Songfang Huang, Xiaozhong Liu
JMIR Med Inform 2022 (Dec 15); 10(12):e40743Download Citation: END BibTex RIS
Theme Issue 2022: Health Natural Language Processing and Applications (CHIP)
View E-collection for ‘Theme Issue 2022: Health Natural Language Processing and Applications (CHIP)’![Implementation of Machine Learning Pipelines for Clinical Practice: Development and Validation Study Implementation of Machine Learning Pipelines for Clinical Practice: Development and Validation Study](https://asset.jmir.pub/assets/03cb3ac16c4ca06eb123748c204d7f06.png 480w,https://asset.jmir.pub/assets/03cb3ac16c4ca06eb123748c204d7f06.png 960w,https://asset.jmir.pub/assets/03cb3ac16c4ca06eb123748c204d7f06.png 1920w,https://asset.jmir.pub/assets/03cb3ac16c4ca06eb123748c204d7f06.png 2500w)
Implementation of Machine Learning Pipelines for Clinical Practice: Development and Validation Study
Lara J Kanbar, Benjamin Wissel, Yizhao Ni, Nathan Pajor, Tracy Glauser, John Pestian, Judith W Dexheimer
JMIR Med Inform 2022 (Dec 16); 10(12):e37833Download Citation: END BibTex RIS
![Boosting Delirium Identification Accuracy With Sentiment-Based Natural Language Processing: Mixed Methods Study Boosting Delirium Identification Accuracy With Sentiment-Based Natural Language Processing: Mixed Methods Study](https://asset.jmir.pub/assets/08db8df43973a18db7065cd053b0c071.png 480w,https://asset.jmir.pub/assets/08db8df43973a18db7065cd053b0c071.png 960w,https://asset.jmir.pub/assets/08db8df43973a18db7065cd053b0c071.png 1920w,https://asset.jmir.pub/assets/08db8df43973a18db7065cd053b0c071.png 2500w)
Lu Wang, Yilun Zhang, Mark Chignell, Baizun Shan, Kathleen A Sheehan, Fahad Razak, Amol Verma
JMIR Med Inform 2022 (Dec 20); 10(12):e38161Download Citation: END BibTex RIS
Natural Language Processing
View E-collection for ‘Natural Language Processing’![Comparison of Methods for Estimating Temporal Topic Models From Primary Care Clinical Text Data: Retrospective Closed Cohort Study Comparison of Methods for Estimating Temporal Topic Models From Primary Care Clinical Text Data: Retrospective Closed Cohort Study](https://asset.jmir.pub/assets/36f484a3f0042b5f443a2c1f1949d679.png 480w,https://asset.jmir.pub/assets/36f484a3f0042b5f443a2c1f1949d679.png 960w,https://asset.jmir.pub/assets/36f484a3f0042b5f443a2c1f1949d679.png 1920w,https://asset.jmir.pub/assets/36f484a3f0042b5f443a2c1f1949d679.png 2500w)
Christopher Meaney, Michael Escobar, Therese A Stukel, Peter C Austin, Liisa Jaakkimainen
JMIR Med Inform 2022 (Dec 19); 10(12):e40102Download Citation: END BibTex RIS
Ontologies, Classifications, and Coding
View E-collection for ‘Ontologies, Classifications, and Coding’![Construction of Cohorts of Similar Patients From Automatic Extraction of Medical Concepts: Phenotype Extraction Study Construction of Cohorts of Similar Patients From Automatic Extraction of Medical Concepts: Phenotype Extraction Study](https://asset.jmir.pub/assets/713dbf3dea9507eac2705dc12efb54ca.png 480w,https://asset.jmir.pub/assets/713dbf3dea9507eac2705dc12efb54ca.png 960w,https://asset.jmir.pub/assets/713dbf3dea9507eac2705dc12efb54ca.png 1920w,https://asset.jmir.pub/assets/713dbf3dea9507eac2705dc12efb54ca.png 2500w)
Christel Gérardin, Arthur Mageau, Arsène Mékinian, Xavier Tannier, Fabrice Carrat
JMIR Med Inform 2022 (Dec 19); 10(12):e42379Download Citation: END BibTex RIS
eHealth Infrastructures
View E-collection for ‘eHealth Infrastructures’![Telehealth System Based on the Ontology Design of a Diabetes Management Pathway Model in China: Development and Usability Study Telehealth System Based on the Ontology Design of a Diabetes Management Pathway Model in China: Development and Usability Study](https://asset.jmir.pub/assets/9943947c2c188422511fa7020918e831.png 480w,https://asset.jmir.pub/assets/9943947c2c188422511fa7020918e831.png 960w,https://asset.jmir.pub/assets/9943947c2c188422511fa7020918e831.png 1920w,https://asset.jmir.pub/assets/9943947c2c188422511fa7020918e831.png 2500w)
ZhiYuan Fan, LiYuan Cui, Ying Ye, ShouCheng Li, Ning Deng
JMIR Med Inform 2022 (Dec 19); 10(12):e42664Download 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’![Identifying Patterns of Clinical Interest in Clinicians’ Treatment Preferences: Hypothesis-free Data Science Approach to Prioritizing Prescribing Outliers for Clinical Review Identifying Patterns of Clinical Interest in Clinicians’ Treatment Preferences: Hypothesis-free Data Science Approach to Prioritizing Prescribing Outliers for Clinical Review](https://asset.jmir.pub/assets/fc55cfb905a9a5b35384ad7a3d0a65ec.png 480w,https://asset.jmir.pub/assets/fc55cfb905a9a5b35384ad7a3d0a65ec.png 960w,https://asset.jmir.pub/assets/fc55cfb905a9a5b35384ad7a3d0a65ec.png 1920w,https://asset.jmir.pub/assets/fc55cfb905a9a5b35384ad7a3d0a65ec.png 2500w)
Brian MacKenna, Helen J Curtis, Lisa E M Hopcroft, Alex J Walker, Richard Croker, Orla Macdonald, Stephen J W Evans, Peter Inglesby, David Evans, Jessica Morley, Sebastian C J Bacon, Ben Goldacre
JMIR Med Inform 2022 (Dec 20); 10(12):e41200Download Citation: END BibTex RIS
Clinical Communication, Electronic Consultation and Telehealth
View E-collection for ‘Clinical Communication, Electronic Consultation and Telehealth’![Synchronous Teleconsultation and Monitoring Service Targeting COVID-19: Leveraging Insights for Postpandemic Health Care Synchronous Teleconsultation and Monitoring Service Targeting COVID-19: Leveraging Insights for Postpandemic Health Care](https://asset.jmir.pub/assets/cea5b0b4e6bb75d775ed8800863682c8.png 480w,https://asset.jmir.pub/assets/cea5b0b4e6bb75d775ed8800863682c8.png 960w,https://asset.jmir.pub/assets/cea5b0b4e6bb75d775ed8800863682c8.png 1920w,https://asset.jmir.pub/assets/cea5b0b4e6bb75d775ed8800863682c8.png 2500w)
Milena Soriano Marcolino, Clara Sousa Diniz, Bruno Azevedo Chagas, Mayara Santos Mendes, Raquel Prates, Adriana Pagano, Thiago Castro Ferreira, Maria Beatriz Moreira Alkmim, Clara Rodrigues Alves Oliveira, Isabela Nascimento Borges, Magda César Raposo, Zilma Silveira Nogueira Reis, Maria Cristina Paixão, Leonardo Bonisson Ribeiro, Gustavo Machado Rocha, Clareci Silva Cardoso, Antonio Luiz Pinho Ribeiro
JMIR Med Inform 2022 (Dec 22); 10(12):e37591Download Citation: END BibTex RIS
Security in Digital Health
View E-collection for ‘Security in Digital Health’![A Privacy-Preserving Distributed Medical Data Integration Security System for Accuracy Assessment of Cancer Screening: Development Study of Novel Data Integration System A Privacy-Preserving Distributed Medical Data Integration Security System for Accuracy Assessment of Cancer Screening: Development Study of Novel Data Integration System](https://asset.jmir.pub/assets/579acbd09546ad7c8f4393bb68cabd42.png 480w,https://asset.jmir.pub/assets/579acbd09546ad7c8f4393bb68cabd42.png 960w,https://asset.jmir.pub/assets/579acbd09546ad7c8f4393bb68cabd42.png 1920w,https://asset.jmir.pub/assets/579acbd09546ad7c8f4393bb68cabd42.png 2500w)
Atsuko Miyaji, Kaname Watanabe, Yuuki Takano, Kazuhisa Nakasho, Sho Nakamura, Yuntao Wang, Hiroto Narimatsu
JMIR Med Inform 2022 (Dec 30); 10(12):e38922Download Citation: END BibTex RIS