Machine Learning
View E-collection for ‘Machine Learning’![Machine Learning Approach to Predict the Probability of Recurrence of Renal Cell Carcinoma After Surgery: Prediction Model Development Study Machine Learning Approach to Predict the Probability of Recurrence of Renal Cell Carcinoma After Surgery: Prediction Model Development Study](https://asset.jmir.pub/assets/76474c8276da068f5f41d6f593b0b190.png 480w,https://asset.jmir.pub/assets/76474c8276da068f5f41d6f593b0b190.png 960w,https://asset.jmir.pub/assets/76474c8276da068f5f41d6f593b0b190.png 1920w,https://asset.jmir.pub/assets/76474c8276da068f5f41d6f593b0b190.png 2500w)
HyungMin Kim, Sun Jung Lee, So Jin Park, In Young Choi, Sung-Hoo Hong
JMIR Med Inform 2021 (Mar 01); 9(3):e25635Download Citation: END BibTex RIS
![Predictive Modeling of 30-Day Emergency Hospital Transport of German Patients Using a Personal Emergency Response: Retrospective Study and Comparison with the United States Predictive Modeling of 30-Day Emergency Hospital Transport of German Patients Using a Personal Emergency Response: Retrospective Study and Comparison with the United States](https://asset.jmir.pub/assets/759f4d80d54c09c961056e7135d77cf8.png 480w,https://asset.jmir.pub/assets/759f4d80d54c09c961056e7135d77cf8.png 960w,https://asset.jmir.pub/assets/759f4d80d54c09c961056e7135d77cf8.png 1920w,https://asset.jmir.pub/assets/759f4d80d54c09c961056e7135d77cf8.png 2500w)
Jorn op den Buijs, Marten Pijl, Andreas Landgraf
JMIR Med Inform 2021 (Mar 08); 9(3):e25121Download Citation: END BibTex RIS
![A Novel Convolutional Neural Network for the Diagnosis and Classification of Rosacea: Usability Study A Novel Convolutional Neural Network for the Diagnosis and Classification of Rosacea: Usability Study](https://asset.jmir.pub/assets/0793dc2adc0c6abd474fd23cbf9eabc0.png 480w,https://asset.jmir.pub/assets/0793dc2adc0c6abd474fd23cbf9eabc0.png 960w,https://asset.jmir.pub/assets/0793dc2adc0c6abd474fd23cbf9eabc0.png 1920w,https://asset.jmir.pub/assets/0793dc2adc0c6abd474fd23cbf9eabc0.png 2500w)
Zhixiang Zhao, Che-Ming Wu, Shuping Zhang, Fanping He, Fangfen Liu, Ben Wang, Yingxue Huang, Wei Shi, Dan Jian, Hongfu Xie, Chao-Yuan Yeh, Ji Li
JMIR Med Inform 2021 (Mar 15); 9(3):e23415Download Citation: END BibTex RIS
Methods and Instruments in Medical Informatics
View E-collection for ‘Methods and Instruments in Medical Informatics’![Comparative Analysis of Paper-Based and Web-Based Versions of the National Comprehensive Cancer Network-Functional Assessment of Cancer Therapy-Breast Cancer Symptom Index (NFBSI-16) Questionnaire in Breast Cancer Patients: Randomized Crossover Study Comparative Analysis of Paper-Based and Web-Based Versions of the National Comprehensive Cancer Network-Functional Assessment of Cancer Therapy-Breast Cancer Symptom Index (NFBSI-16) Questionnaire in Breast Cancer Patients: Randomized Crossover Study](https://asset.jmir.pub/assets/9c82425a3ad55bd703756c5f72a10c53.png 480w,https://asset.jmir.pub/assets/9c82425a3ad55bd703756c5f72a10c53.png 960w,https://asset.jmir.pub/assets/9c82425a3ad55bd703756c5f72a10c53.png 1920w,https://asset.jmir.pub/assets/9c82425a3ad55bd703756c5f72a10c53.png 2500w)
Jinfei Ma, Zihao Zou, Emmanuel Eric Pazo, Salissou Moutari, Ye Liu, Feng Jin
JMIR Med Inform 2021 (Mar 02); 9(3):e18269Download Citation: END BibTex RIS
Decision Support for Health Professionals
View E-collection for ‘Decision Support for Health Professionals’![Human–Computer Agreement of Electrocardiogram Interpretation for Patients Referred to and Declined for Primary Percutaneous Coronary Intervention: Retrospective Data Analysis Study Human–Computer Agreement of Electrocardiogram Interpretation for Patients Referred to and Declined for Primary Percutaneous Coronary Intervention: Retrospective Data Analysis Study](https://asset.jmir.pub/assets/cc0d583d9c411a422261414dba11079d.png 480w,https://asset.jmir.pub/assets/cc0d583d9c411a422261414dba11079d.png 960w,https://asset.jmir.pub/assets/cc0d583d9c411a422261414dba11079d.png 1920w,https://asset.jmir.pub/assets/cc0d583d9c411a422261414dba11079d.png 2500w)
Aleeha Iftikhar, Raymond Bond, Victoria Mcgilligan, Stephen J Leslie, Charles Knoery, James Shand, Adesh Ramsewak, Divyesh Sharma, Anne McShane, Khaled Rjoob, Aaron Peace
JMIR Med Inform 2021 (Mar 02); 9(3):e24188Download Citation: END BibTex RIS
![A Personal Health System for Self-Management of Congestive Heart Failure (HeartMan): Development, Technical Evaluation, and Proof-of-Concept Randomized Controlled Trial A Personal Health System for Self-Management of Congestive Heart Failure (HeartMan): Development, Technical Evaluation, and Proof-of-Concept Randomized Controlled Trial](https://asset.jmir.pub/assets/8c987dd9b5021d4ee396ac77300b40a9.png 480w,https://asset.jmir.pub/assets/8c987dd9b5021d4ee396ac77300b40a9.png 960w,https://asset.jmir.pub/assets/8c987dd9b5021d4ee396ac77300b40a9.png 1920w,https://asset.jmir.pub/assets/8c987dd9b5021d4ee396ac77300b40a9.png 2500w)
Mitja Luštrek, Marko Bohanec, Carlos Cavero Barca, Maria Costanza Ciancarelli, Els Clays, Amos Adeyemo Dawodu, Jan Derboven, Delphine De Smedt, Erik Dovgan, Jure Lampe, Flavia Marino, Miha Mlakar, Giovanni Pioggia, Paolo Emilio Puddu, Juan Mario Rodríguez, Michele Schiariti, Gašper Slapničar, Karin Slegers, Gennaro Tartarisco, Jakob Valič, Aljoša Vodopija
JMIR Med Inform 2021 (Mar 05); 9(3):e24501Download Citation: END BibTex RIS
![A Clinical Decision Support System (KNOWBED) to Integrate Scientific Knowledge at the Bedside: Development and Evaluation Study A Clinical Decision Support System (KNOWBED) to Integrate Scientific Knowledge at the Bedside: Development and Evaluation Study](https://asset.jmir.pub/assets/ca96832db6a15d573e12631062005d17.png 480w,https://asset.jmir.pub/assets/ca96832db6a15d573e12631062005d17.png 960w,https://asset.jmir.pub/assets/ca96832db6a15d573e12631062005d17.png 1920w,https://asset.jmir.pub/assets/ca96832db6a15d573e12631062005d17.png 2500w)
Alicia Martinez-Garcia, Ana Belén Naranjo-Saucedo, Jose Antonio Rivas, Antonio Romero Tabares, Ana Marín Cassinello, Anselmo Andrés-Martín, Francisco José Sánchez Laguna, Roman Villegas, Francisco De Paula Pérez León, Jesús Moreno Conde, Carlos Luis Parra Calderón
JMIR Med Inform 2021 (Mar 10); 9(3):e13182Download Citation: END BibTex RIS
![Detection of Bulbar Involvement in Patients With Amyotrophic Lateral Sclerosis by Machine Learning Voice Analysis: Diagnostic Decision Support Development Study Detection of Bulbar Involvement in Patients With Amyotrophic Lateral Sclerosis by Machine Learning Voice Analysis: Diagnostic Decision Support Development Study](https://asset.jmir.pub/assets/d7d60e7cfeb24c4b7ef96e52f4cd910b.png 480w,https://asset.jmir.pub/assets/d7d60e7cfeb24c4b7ef96e52f4cd910b.png 960w,https://asset.jmir.pub/assets/d7d60e7cfeb24c4b7ef96e52f4cd910b.png 1920w,https://asset.jmir.pub/assets/d7d60e7cfeb24c4b7ef96e52f4cd910b.png 2500w)
Alberto Tena, Francec Claria, Francesc Solsona, Einar Meister, Monica Povedano
JMIR Med Inform 2021 (Mar 10); 9(3):e21331Download Citation: END BibTex RIS
Adoption and Change Management of eHealth Systems
View E-collection for ‘Adoption and Change Management of eHealth Systems’![Electronic Health Record Use in Swiss Nursing Homes and Its Association With Implicit Rationing of Nursing Care Documentation: Multicenter Cross-sectional Survey Study Electronic Health Record Use in Swiss Nursing Homes and Its Association With Implicit Rationing of Nursing Care Documentation: Multicenter Cross-sectional Survey Study](https://asset.jmir.pub/assets/8a4aa00aceee7ee145c31f5fe4099d7e.png 480w,https://asset.jmir.pub/assets/8a4aa00aceee7ee145c31f5fe4099d7e.png 960w,https://asset.jmir.pub/assets/8a4aa00aceee7ee145c31f5fe4099d7e.png 1920w,https://asset.jmir.pub/assets/8a4aa00aceee7ee145c31f5fe4099d7e.png 2500w)
Dietmar Ausserhofer, Lauriane Favez, Michael Simon, Franziska Zúñiga
JMIR Med Inform 2021 (Mar 02); 9(3):e22974Download Citation: END BibTex RIS
![Commitment Levels of Health Care Providers in Using the District Health Information System and the Associated Factors for Decision Making in Resource-Limited Settings: Cross-sectional Survey Study Commitment Levels of Health Care Providers in Using the District Health Information System and the Associated Factors for Decision Making in Resource-Limited Settings: Cross-sectional Survey Study](https://asset.jmir.pub/assets/1746f3112e5e6e7ff981be6988e3b4f0.png 480w,https://asset.jmir.pub/assets/1746f3112e5e6e7ff981be6988e3b4f0.png 960w,https://asset.jmir.pub/assets/1746f3112e5e6e7ff981be6988e3b4f0.png 1920w,https://asset.jmir.pub/assets/1746f3112e5e6e7ff981be6988e3b4f0.png 2500w)
Shuma G Kanfe, Berhanu F Endehabtu, Mohammedjud H Ahmed, Nebyu D Mengestie, Binyam Tilahun
JMIR Med Inform 2021 (Mar 04); 9(3):e23951Download Citation: END BibTex RIS
Natural Language Processing
View E-collection for ‘Natural Language Processing’![A Chatbot for Perinatal Women’s and Partners’ Obstetric and Mental Health Care: Development and Usability Evaluation Study A Chatbot for Perinatal Women’s and Partners’ Obstetric and Mental Health Care: Development and Usability Evaluation Study](https://asset.jmir.pub/assets/3cc6b4626714bbce97ffb7d72a9be108.png 480w,https://asset.jmir.pub/assets/3cc6b4626714bbce97ffb7d72a9be108.png 960w,https://asset.jmir.pub/assets/3cc6b4626714bbce97ffb7d72a9be108.png 1920w,https://asset.jmir.pub/assets/3cc6b4626714bbce97ffb7d72a9be108.png 2500w)
Kyungmi Chung, Hee Young Cho, Jin Young Park
JMIR Med Inform 2021 (Mar 03); 9(3):e18607Download Citation: END BibTex RIS
![Natural Language Processing of Clinical Notes to Identify Mental Illness and Substance Use Among People Living with HIV: Retrospective Cohort Study Natural Language Processing of Clinical Notes to Identify Mental Illness and Substance Use Among People Living with HIV: Retrospective Cohort Study](https://asset.jmir.pub/assets/fa1becb4ab63ccd4cf5e70e2759f6531.png 480w,https://asset.jmir.pub/assets/fa1becb4ab63ccd4cf5e70e2759f6531.png 960w,https://asset.jmir.pub/assets/fa1becb4ab63ccd4cf5e70e2759f6531.png 1920w,https://asset.jmir.pub/assets/fa1becb4ab63ccd4cf5e70e2759f6531.png 2500w)
Jessica P Ridgway, Arno Uvin, Jessica Schmitt, Tomasz Oliwa, Ellen Almirol, Samantha Devlin, John Schneider
JMIR Med Inform 2021 (Mar 10); 9(3):e23456Download Citation: END BibTex RIS
![Hybrid Deep Learning for Medication-Related Information Extraction From Clinical Texts in French: MedExt Algorithm Development Study Hybrid Deep Learning for Medication-Related Information Extraction From Clinical Texts in French: MedExt Algorithm Development Study](https://asset.jmir.pub/assets/cdba011df9d17cb943fd1fde8099b34e.png 480w,https://asset.jmir.pub/assets/cdba011df9d17cb943fd1fde8099b34e.png 960w,https://asset.jmir.pub/assets/cdba011df9d17cb943fd1fde8099b34e.png 1920w,https://asset.jmir.pub/assets/cdba011df9d17cb943fd1fde8099b34e.png 2500w)
Jordan Jouffroy, Sarah F Feldman, Ivan Lerner, Bastien Rance, Anita Burgun, Antoine Neuraz
JMIR Med Inform 2021 (Mar 16); 9(3):e17934Download Citation: END BibTex RIS
Computerized Provider Order Entry (CPOE)
View E-collection for ‘Computerized Provider Order Entry (CPOE)’![Physicians’ Use of the Computerized Physician Order Entry System for Medication Prescribing: Systematic Review Physicians’ Use of the Computerized Physician Order Entry System for Medication Prescribing: Systematic Review](https://asset.jmir.pub/assets/e8e5366677434002bafdcdb6379cf4c2.png 480w,https://asset.jmir.pub/assets/e8e5366677434002bafdcdb6379cf4c2.png 960w,https://asset.jmir.pub/assets/e8e5366677434002bafdcdb6379cf4c2.png 1920w,https://asset.jmir.pub/assets/e8e5366677434002bafdcdb6379cf4c2.png 2500w)
Asra Mogharbel, Dawn Dowding, John Ainsworth
JMIR Med Inform 2021 (Mar 04); 9(3):e22923Download Citation: END BibTex RIS
Theme Issue: Medical Informatics and COVID-19
View E-collection for ‘Theme Issue: Medical Informatics and COVID-19’![Regional Resource Assessment During the COVID-19 Pandemic in Italy: Modeling Study Regional Resource Assessment During the COVID-19 Pandemic in Italy: Modeling Study](https://asset.jmir.pub/assets/5e1380d74390574d687084031587e7c6.png 480w,https://asset.jmir.pub/assets/5e1380d74390574d687084031587e7c6.png 960w,https://asset.jmir.pub/assets/5e1380d74390574d687084031587e7c6.png 1920w,https://asset.jmir.pub/assets/5e1380d74390574d687084031587e7c6.png 2500w)
Regional Resource Assessment During the COVID-19 Pandemic in Italy: Modeling Study
Pietro H Guzzi, Giuseppe Tradigo, Pierangelo Veltri
JMIR Med Inform 2021 (Mar 09); 9(3):e18933Download Citation: END BibTex RIS
![Medical Morphology Training Using the Xuexi Tong Platform During the COVID-19 Pandemic: Development and Validation of a Web-Based Teaching Approach Medical Morphology Training Using the Xuexi Tong Platform During the COVID-19 Pandemic: Development and Validation of a Web-Based Teaching Approach](https://asset.jmir.pub/assets/681d7ed61e1ed7e9c82c972a856b035d.png 480w,https://asset.jmir.pub/assets/681d7ed61e1ed7e9c82c972a856b035d.png 960w,https://asset.jmir.pub/assets/681d7ed61e1ed7e9c82c972a856b035d.png 1920w,https://asset.jmir.pub/assets/681d7ed61e1ed7e9c82c972a856b035d.png 2500w)
Qinlai Liu, Wenping Sun, Changqing Du, Leiying Yang, Na Yuan, Haiqing Cui, Wengang Song, Li Ge
JMIR Med Inform 2021 (Mar 15); 9(3):e24497Download Citation: END BibTex RIS
![Systematic Delineation of Media Polarity on COVID-19 Vaccines in Africa: Computational Linguistic Modeling Study Systematic Delineation of Media Polarity on COVID-19 Vaccines in Africa: Computational Linguistic Modeling Study](https://asset.jmir.pub/assets/69d4c830099e3b682c9de88fb1d754fe.png 480w,https://asset.jmir.pub/assets/69d4c830099e3b682c9de88fb1d754fe.png 960w,https://asset.jmir.pub/assets/69d4c830099e3b682c9de88fb1d754fe.png 1920w,https://asset.jmir.pub/assets/69d4c830099e3b682c9de88fb1d754fe.png 2500w)
Sefater Gbashi, Oluwafemi Ayodeji Adebo, Wesley Doorsamy, Patrick Berka Njobeh
JMIR Med Inform 2021 (Mar 16); 9(3):e22916Download Citation: END BibTex RIS
Reviews in Medical Informatics
View E-collection for ‘Reviews in Medical Informatics’![Using Machine Learning Technologies in Pressure Injury Management: Systematic Review Using Machine Learning Technologies in Pressure Injury Management: Systematic Review](https://asset.jmir.pub/assets/6a65353c51134532e6bbeeef4cda2c77.png 480w,https://asset.jmir.pub/assets/6a65353c51134532e6bbeeef4cda2c77.png 960w,https://asset.jmir.pub/assets/6a65353c51134532e6bbeeef4cda2c77.png 1920w,https://asset.jmir.pub/assets/6a65353c51134532e6bbeeef4cda2c77.png 2500w)
Using Machine Learning Technologies in Pressure Injury Management: Systematic Review
Mengyao Jiang, Yuxia Ma, Siyi Guo, Liuqi Jin, Lin Lv, Lin Han, Ning An
JMIR Med Inform 2021 (Mar 10); 9(3):e25704Download Citation: END BibTex RIS
Organizational Issues
View E-collection for ‘Organizational Issues’![The Effect of Innovation Capabilities of Health Care Organizations on the Quality of Health Information Technology: Model Development With Cross-sectional Data The Effect of Innovation Capabilities of Health Care Organizations on the Quality of Health Information Technology: Model Development With Cross-sectional Data](https://asset.jmir.pub/assets/c68e501371130997295a261b35b19547.png 480w,https://asset.jmir.pub/assets/c68e501371130997295a261b35b19547.png 960w,https://asset.jmir.pub/assets/c68e501371130997295a261b35b19547.png 1920w,https://asset.jmir.pub/assets/c68e501371130997295a261b35b19547.png 2500w)
Moritz Esdar, Ursula Hübner, Johannes Thye, Birgit Babitsch, Jan-David Liebe
JMIR Med Inform 2021 (Mar 15); 9(3):e23306Download Citation: END BibTex RIS
Clinical Communication, Electronic Consultation and Telehealth
View E-collection for ‘Clinical Communication, Electronic Consultation and Telehealth’![Antibiotic Prescription Rates After eVisits Versus Office Visits in Primary Care: Observational Study Antibiotic Prescription Rates After eVisits Versus Office Visits in Primary Care: Observational Study](https://asset.jmir.pub/assets/0aaa19aa5ec6259fe2069a25815001e3.png 480w,https://asset.jmir.pub/assets/0aaa19aa5ec6259fe2069a25815001e3.png 960w,https://asset.jmir.pub/assets/0aaa19aa5ec6259fe2069a25815001e3.png 1920w,https://asset.jmir.pub/assets/0aaa19aa5ec6259fe2069a25815001e3.png 2500w)
Artin Entezarjou, Susanna Calling, Tapomita Bhattacharyya, Veronica Milos Nymberg, Lina Vigren, Ashkan Labaf, Ulf Jakobsson, Patrik Midlöv
JMIR Med Inform 2021 (Mar 15); 9(3):e25473Download Citation: END BibTex RIS