Machine Learning
View E-collection for ‘Machine Learning’![Relation Classification for Bleeding Events From Electronic Health Records Using Deep Learning Systems: An Empirical Study Relation Classification for Bleeding Events From Electronic Health Records Using Deep Learning Systems: An Empirical Study](https://asset.jmir.pub/assets/73d17292928b37bc2c37b70dfbaa852b.png 480w,https://asset.jmir.pub/assets/73d17292928b37bc2c37b70dfbaa852b.png 960w,https://asset.jmir.pub/assets/73d17292928b37bc2c37b70dfbaa852b.png 1920w,https://asset.jmir.pub/assets/73d17292928b37bc2c37b70dfbaa852b.png 2500w)
Avijit Mitra, Bhanu Pratap Singh Rawat, David D McManus, Hong Yu
JMIR Med Inform 2021 (Jul 02); 9(7):e27527Download Citation: END BibTex RIS
![Machine Learning Methods for the Diagnosis of Chronic Obstructive Pulmonary Disease in Healthy Subjects: Retrospective Observational Cohort Study Machine Learning Methods for the Diagnosis of Chronic Obstructive Pulmonary Disease in Healthy Subjects: Retrospective Observational Cohort Study](https://asset.jmir.pub/assets/8f591af2a17b6d9ed662f57ab1b97d50.png 480w,https://asset.jmir.pub/assets/8f591af2a17b6d9ed662f57ab1b97d50.png 960w,https://asset.jmir.pub/assets/8f591af2a17b6d9ed662f57ab1b97d50.png 1920w,https://asset.jmir.pub/assets/8f591af2a17b6d9ed662f57ab1b97d50.png 2500w)
Shigeo Muro, Masato Ishida, Yoshiharu Horie, Wataru Takeuchi, Shunki Nakagawa, Hideyuki Ban, Tohru Nakagawa, Tetsuhisa Kitamura
JMIR Med Inform 2021 (Jul 06); 9(7):e24796Download Citation: END BibTex RIS
![Ambulatory Risk Models for the Long-Term Prevention of Sepsis: Retrospective Study Ambulatory Risk Models for the Long-Term Prevention of Sepsis: Retrospective Study](https://asset.jmir.pub/assets/f4be03fcf12d7166be7f498313b18312.png 480w,https://asset.jmir.pub/assets/f4be03fcf12d7166be7f498313b18312.png 960w,https://asset.jmir.pub/assets/f4be03fcf12d7166be7f498313b18312.png 1920w,https://asset.jmir.pub/assets/f4be03fcf12d7166be7f498313b18312.png 2500w)
Ambulatory Risk Models for the Long-Term Prevention of Sepsis: Retrospective Study
Jewel Y Lee, Sevda Molani, Chen Fang, Kathleen Jade, D Shane O'Mahony, Sergey A Kornilov, Lindsay T Mico, Jennifer J Hadlock
JMIR Med Inform 2021 (Jul 08); 9(7):e29986Download Citation: END BibTex RIS
![Digital Medical Device Companion (MyIUS) for New Users of Intrauterine Systems: App Development Study Digital Medical Device Companion (MyIUS) for New Users of Intrauterine Systems: App Development Study](https://asset.jmir.pub/assets/abe464a832d6a65cd0dd98d8891ab1bd.png 480w,https://asset.jmir.pub/assets/abe464a832d6a65cd0dd98d8891ab1bd.png 960w,https://asset.jmir.pub/assets/abe464a832d6a65cd0dd98d8891ab1bd.png 1920w,https://asset.jmir.pub/assets/abe464a832d6a65cd0dd98d8891ab1bd.png 2500w)
Toeresin Karakoyun, Hans-Peter Podhaisky, Ann-Kathrin Frenz, Gabriele Schuhmann-Giampieri, Thais Ushikusa, Daniel Schröder, Michal Zvolanek, Agnaldo Lopes Da Silva Filho
JMIR Med Inform 2021 (Jul 13); 9(7):e24633Download Citation: END BibTex RIS
![Predicting Antituberculosis Drug–Induced Liver Injury Using an Interpretable Machine Learning Method: Model Development and Validation Study Predicting Antituberculosis Drug–Induced Liver Injury Using an Interpretable Machine Learning Method: Model Development and Validation Study](https://asset.jmir.pub/assets/fced70803802c47d8d8537cb1ea75f13.png 480w,https://asset.jmir.pub/assets/fced70803802c47d8d8537cb1ea75f13.png 960w,https://asset.jmir.pub/assets/fced70803802c47d8d8537cb1ea75f13.png 1920w,https://asset.jmir.pub/assets/fced70803802c47d8d8537cb1ea75f13.png 2500w)
Tao Zhong, Zian Zhuang, Xiaoli Dong, Ka Hing Wong, Wing Tak Wong, Jian Wang, Daihai He, Shengyuan Liu
JMIR Med Inform 2021 (Jul 20); 9(7):e29226Download Citation: END BibTex RIS
![Predicting Writing Styles of Web-Based Materials for Children’s Health Education Using the Selection of Semantic Features: Machine Learning Approach Predicting Writing Styles of Web-Based Materials for Children’s Health Education Using the Selection of Semantic Features: Machine Learning Approach](https://asset.jmir.pub/assets/e02c722fd258473c1377e40c4d459126.png 480w,https://asset.jmir.pub/assets/e02c722fd258473c1377e40c4d459126.png 960w,https://asset.jmir.pub/assets/e02c722fd258473c1377e40c4d459126.png 1920w,https://asset.jmir.pub/assets/e02c722fd258473c1377e40c4d459126.png 2500w)
Wenxiu Xie, Meng Ji, Yanmeng Liu, Tianyong Hao, Chi-Yin Chow
JMIR Med Inform 2021 (Jul 22); 9(7):e30115Download 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’![Preferences of the Public for Sharing Health Data: Discrete Choice Experiment Preferences of the Public for Sharing Health Data: Discrete Choice Experiment](https://asset.jmir.pub/assets/72e55acf15dcb838df0c15b5a7e2cb65.png 480w,https://asset.jmir.pub/assets/72e55acf15dcb838df0c15b5a7e2cb65.png 960w,https://asset.jmir.pub/assets/72e55acf15dcb838df0c15b5a7e2cb65.png 1920w,https://asset.jmir.pub/assets/72e55acf15dcb838df0c15b5a7e2cb65.png 2500w)
Preferences of the Public for Sharing Health Data: Discrete Choice Experiment
Jennifer Viberg Johansson, Heidi Beate Bentzen, Nisha Shah, Eik Haraldsdóttir, Guðbjörg Andrea Jónsdóttir, Jane Kaye, Deborah Mascalzoni, Jorien Veldwijk
JMIR Med Inform 2021 (Jul 05); 9(7):e29614Download Citation: END BibTex RIS
Adoption and Change Management of eHealth Systems
View E-collection for ‘Adoption and Change Management of eHealth Systems’![Measuring the Interactions Between Health Demand, Informatics Supply, and Technological Applications in Digital Medical Innovation for China: Content Mapping and Analysis Measuring the Interactions Between Health Demand, Informatics Supply, and Technological Applications in Digital Medical Innovation for China: Content Mapping and Analysis](https://asset.jmir.pub/assets/1e720e701f5588700f6429fb40f5f03f.png 480w,https://asset.jmir.pub/assets/1e720e701f5588700f6429fb40f5f03f.png 960w,https://asset.jmir.pub/assets/1e720e701f5588700f6429fb40f5f03f.png 1920w,https://asset.jmir.pub/assets/1e720e701f5588700f6429fb40f5f03f.png 2500w)
Jian Du, Ting Chen, Luxia Zhang
JMIR Med Inform 2021 (Jul 06); 9(7):e26393Download Citation: END BibTex RIS
Electronic Health Records
View E-collection for ‘Electronic Health Records’![The Association Between Using a Mobile Version of an Electronic Health Record and the Well-Being of Nurses: Cross-sectional Survey Study The Association Between Using a Mobile Version of an Electronic Health Record and the Well-Being of Nurses: Cross-sectional Survey Study](https://asset.jmir.pub/assets/94e54d9406cf61bab03221a8aaf5b66b.png 480w,https://asset.jmir.pub/assets/94e54d9406cf61bab03221a8aaf5b66b.png 960w,https://asset.jmir.pub/assets/94e54d9406cf61bab03221a8aaf5b66b.png 1920w,https://asset.jmir.pub/assets/94e54d9406cf61bab03221a8aaf5b66b.png 2500w)
Tarja Heponiemi, Anu-Marja Kaihlanen, Kia Gluschkoff, Kaija Saranto, Sari Nissinen, Elina Laukka, Tuulikki Vehko
JMIR Med Inform 2021 (Jul 06); 9(7):e28729Download 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’![Multifeature Fusion Attention Network for Suicide Risk Assessment Based on Social Media: Algorithm Development and Validation Multifeature Fusion Attention Network for Suicide Risk Assessment Based on Social Media: Algorithm Development and Validation](https://asset.jmir.pub/assets/984b9b7e228569fee1d9582e237a3f38.png 480w,https://asset.jmir.pub/assets/984b9b7e228569fee1d9582e237a3f38.png 960w,https://asset.jmir.pub/assets/984b9b7e228569fee1d9582e237a3f38.png 1920w,https://asset.jmir.pub/assets/984b9b7e228569fee1d9582e237a3f38.png 2500w)
Jiacheng Li, Shaowu Zhang, Yijia Zhang, Hongfei Lin, Jian Wang
JMIR Med Inform 2021 (Jul 09); 9(7):e28227Download Citation: END BibTex RIS
![Depression Detection on Reddit With an Emotion-Based Attention Network: Algorithm Development and Validation Depression Detection on Reddit With an Emotion-Based Attention Network: Algorithm Development and Validation](https://asset.jmir.pub/assets/6323af16619a6959ed9954b55f6e56cd.png 480w,https://asset.jmir.pub/assets/6323af16619a6959ed9954b55f6e56cd.png 960w,https://asset.jmir.pub/assets/6323af16619a6959ed9954b55f6e56cd.png 1920w,https://asset.jmir.pub/assets/6323af16619a6959ed9954b55f6e56cd.png 2500w)
Lu Ren, Hongfei Lin, Bo Xu, Shaowu Zhang, Liang Yang, Shichang Sun
JMIR Med Inform 2021 (Jul 16); 9(7):e28754Download Citation: END BibTex RIS
![Automatic Extraction of Lung Cancer Staging Information From Computed Tomography Reports: Deep Learning Approach Automatic Extraction of Lung Cancer Staging Information From Computed Tomography Reports: Deep Learning Approach](https://asset.jmir.pub/assets/5d1c0dfc3c0c4619e6b8076b9024fa5e.png 480w,https://asset.jmir.pub/assets/5d1c0dfc3c0c4619e6b8076b9024fa5e.png 960w,https://asset.jmir.pub/assets/5d1c0dfc3c0c4619e6b8076b9024fa5e.png 1920w,https://asset.jmir.pub/assets/5d1c0dfc3c0c4619e6b8076b9024fa5e.png 2500w)
Danqing Hu, Huanyao Zhang, Shaolei Li, Yuhong Wang, Nan Wu, Xudong Lu
JMIR Med Inform 2021 (Jul 21); 9(7):e27955Download Citation: END BibTex RIS
![Head and Tail Entity Fusion Model in Medical Knowledge Graph Construction: Case Study for Pituitary Adenoma Head and Tail Entity Fusion Model in Medical Knowledge Graph Construction: Case Study for Pituitary Adenoma](https://asset.jmir.pub/assets/ebd89a6ddfa1bd7aea633e6e42f04b37.png 480w,https://asset.jmir.pub/assets/ebd89a6ddfa1bd7aea633e6e42f04b37.png 960w,https://asset.jmir.pub/assets/ebd89a6ddfa1bd7aea633e6e42f04b37.png 1920w,https://asset.jmir.pub/assets/ebd89a6ddfa1bd7aea633e6e42f04b37.png 2500w)
An Fang, Pei Lou, Jiahui Hu, Wanqing Zhao, Ming Feng, Huiling Ren, Xianlai Chen
JMIR Med Inform 2021 (Jul 22); 9(7):e28218Download Citation: END BibTex RIS
Quality Improvement
View E-collection for ‘Quality Improvement’![Frequency of Participation in External Quality Assessment Programs Focused on Rare Diseases: Belgian Guidelines for Human Genetics Centers Frequency of Participation in External Quality Assessment Programs Focused on Rare Diseases: Belgian Guidelines for Human Genetics Centers](https://asset.jmir.pub/assets/aa2e346d0d9b0a46c3c2a79044897c3d.png 480w,https://asset.jmir.pub/assets/aa2e346d0d9b0a46c3c2a79044897c3d.png 960w,https://asset.jmir.pub/assets/aa2e346d0d9b0a46c3c2a79044897c3d.png 1920w,https://asset.jmir.pub/assets/aa2e346d0d9b0a46c3c2a79044897c3d.png 2500w)
Joséphine Lantoine, Anne Brysse, Vinciane Dideberg, Kathleen Claes, Sofie Symoens, Wim Coucke, Valérie Benoit, Sonia Rombout, Martine De Rycke, Sara Seneca, Lut Van Laer, Wim Wuyts, Anniek Corveleyn, Kris Van Den Bogaert, Catherine Rydlewski, Françoise Wilkin, Marie Ravoet, Elodie Fastré, Arnaud Capron, Nathalie Monique Vandevelde
JMIR Med Inform 2021 (Jul 12); 9(7):e27980Download Citation: END BibTex RIS
Decision Support for Health Professionals
View E-collection for ‘Decision Support for Health Professionals’![A Tool for Evaluating Medication Alerting Systems: Development and Initial Assessment A Tool for Evaluating Medication Alerting Systems: Development and Initial Assessment](https://asset.jmir.pub/assets/857ec8d513abed4c468328f90398b5b8.png 480w,https://asset.jmir.pub/assets/857ec8d513abed4c468328f90398b5b8.png 960w,https://asset.jmir.pub/assets/857ec8d513abed4c468328f90398b5b8.png 1920w,https://asset.jmir.pub/assets/857ec8d513abed4c468328f90398b5b8.png 2500w)
A Tool for Evaluating Medication Alerting Systems: Development and Initial Assessment
Wu Yi Zheng, Bethany Van Dort, Romaric Marcilly, Richard Day, Rosemary Burke, Sepehr Shakib, Young Ku, Hannah Reid-Anderson, Melissa Baysari
JMIR Med Inform 2021 (Jul 16); 9(7):e24022Download Citation: END BibTex RIS
Reviews in Medical Informatics
View E-collection for ‘Reviews in Medical Informatics’![Effect of Interventions With a Clinical Decision Support System for Hospitalized Older Patients: Systematic Review Mapping Implementation and Design Factors Effect of Interventions With a Clinical Decision Support System for Hospitalized Older Patients: Systematic Review Mapping Implementation and Design Factors](https://asset.jmir.pub/assets/9b073614011cc220ffff95ab8752d14d.png 480w,https://asset.jmir.pub/assets/9b073614011cc220ffff95ab8752d14d.png 960w,https://asset.jmir.pub/assets/9b073614011cc220ffff95ab8752d14d.png 1920w,https://asset.jmir.pub/assets/9b073614011cc220ffff95ab8752d14d.png 2500w)
Birgit A Damoiseaux-Volman, Nathalie van der Velde, Sil G Ruige, Johannes A Romijn, Ameen Abu-Hanna, Stephanie Medlock
JMIR Med Inform 2021 (Jul 16); 9(7):e28023Download Citation: END BibTex RIS
Big Data
View E-collection for ‘Big Data’![Social Media Insights During the COVID-19 Pandemic: Infodemiology Study Using Big Data Social Media Insights During the COVID-19 Pandemic: Infodemiology Study Using Big Data](https://asset.jmir.pub/assets/22bdc6c22b974233cc92ec5ec17e4f3c.png 480w,https://asset.jmir.pub/assets/22bdc6c22b974233cc92ec5ec17e4f3c.png 960w,https://asset.jmir.pub/assets/22bdc6c22b974233cc92ec5ec17e4f3c.png 1920w,https://asset.jmir.pub/assets/22bdc6c22b974233cc92ec5ec17e4f3c.png 2500w)
Social Media Insights During the COVID-19 Pandemic: Infodemiology Study Using Big Data
Huyen Thi Thanh Tran, Shih-Hao Lu, Ha Thi Thu Tran, Bien Van Nguyen
JMIR Med Inform 2021 (Jul 16); 9(7):e27116Download 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’![Contact Tracing Apps: Lessons Learned on Privacy, Autonomy, and the Need for Detailed and Thoughtful Implementation Contact Tracing Apps: Lessons Learned on Privacy, Autonomy, and the Need for Detailed and Thoughtful Implementation](https://asset.jmir.pub/assets/be41abfa66072d9c171e622442d3e200.png 480w,https://asset.jmir.pub/assets/be41abfa66072d9c171e622442d3e200.png 960w,https://asset.jmir.pub/assets/be41abfa66072d9c171e622442d3e200.png 1920w,https://asset.jmir.pub/assets/be41abfa66072d9c171e622442d3e200.png 2500w)
Katie Hogan, Briana Macedo, Venkata Macha, Arko Barman, Xiaoqian Jiang
JMIR Med Inform 2021 (Jul 19); 9(7):e27449Download Citation: END BibTex RIS
Ontologies, Classifications, and Coding
View E-collection for ‘Ontologies, Classifications, and Coding’![A Biomedical Knowledge Graph System to Propose Mechanistic Hypotheses for Real-World Environmental Health Observations: Cohort Study and Informatics Application A Biomedical Knowledge Graph System to Propose Mechanistic Hypotheses for Real-World Environmental Health Observations: Cohort Study and Informatics Application](https://asset.jmir.pub/assets/e5d0b6a0aad838927a26ea34bee421e0.png 480w,https://asset.jmir.pub/assets/e5d0b6a0aad838927a26ea34bee421e0.png 960w,https://asset.jmir.pub/assets/e5d0b6a0aad838927a26ea34bee421e0.png 1920w,https://asset.jmir.pub/assets/e5d0b6a0aad838927a26ea34bee421e0.png 2500w)
Karamarie Fecho, Chris Bizon, Frederick Miller, Shepherd Schurman, Charles Schmitt, William Xue, Kenneth Morton, Patrick Wang, Alexander Tropsha
JMIR Med Inform 2021 (Jul 20); 9(7):e26714Download Citation: END BibTex RIS
Tools, Programs and Algorithms
View E-collection for ‘Tools, Programs and Algorithms’![Evaluation of Three Feasibility Tools for Identifying Patient Data and Biospecimen Availability: Comparative Usability Study Evaluation of Three Feasibility Tools for Identifying Patient Data and Biospecimen Availability: Comparative Usability Study](https://asset.jmir.pub/assets/068a7257790f619130d6c4371b0e172d.png 480w,https://asset.jmir.pub/assets/068a7257790f619130d6c4371b0e172d.png 960w,https://asset.jmir.pub/assets/068a7257790f619130d6c4371b0e172d.png 1920w,https://asset.jmir.pub/assets/068a7257790f619130d6c4371b0e172d.png 2500w)
Christina Schüttler, Hans-Ulrich Prokosch, Martin Sedlmayr, Brita Sedlmayr
JMIR Med Inform 2021 (Jul 21); 9(7):e25531Download Citation: END BibTex RIS