Loading…
Loading…
Identifying and Predicting Intentional Self-Harm in Electronic Health Record Clinical Notes: Deep Learning Approach
Obeid, Jihad S, Dahne, Jennifer, Christensen, Sean, Howard, Samuel, Crawford, Tami, Frey, Lewis J, Stecker, Tracy, Bunnell, Brian E
Published in JMIR medical informatics (30.07.2020)
Published in JMIR medical informatics (30.07.2020)
Get full text
Journal Article
Loading…
The Role of Health Kiosks: Scoping Review
Maramba, Inocencio Daniel, Jones, Ray, Austin, Daniela, Edwards, Katie, Meinert, Edward, Chatterjee, Arunangsu
Published in JMIR medical informatics (29.03.2022)
Published in JMIR medical informatics (29.03.2022)
Get full text
Journal Article
Loading…
A National, Semantic-Driven, Three-Pillar Strategy to Enable Health Data Secondary Usage Interoperability for Research Within the Swiss Personalized Health Network: Methodological Study
Gaudet-Blavignac, Christophe, Raisaro, Jean Louis, Touré, Vasundra, Österle, Sabine, Crameri, Katrin, Lovis, Christian
Published in JMIR medical informatics (24.06.2021)
Published in JMIR medical informatics (24.06.2021)
Get full text
Journal Article
Loading…
Loading…
A Retrospective Analysis of Provider-to-Patient Secure Messages: How Much Are They Increasing, Who Is Doing the Work, and Is the Work Happening After Hours?
North, Frederick, Luhman, Kristine E, Mallmann, Eric A, Mallmann, Toby J, Tulledge-Scheitel, Sidna M, North, Emily J, Pecina, Jennifer L
Published in JMIR medical informatics (08.07.2020)
Published in JMIR medical informatics (08.07.2020)
Get full text
Journal Article
Loading…
Prediction of Cardiac Arrest in the Emergency Department Based on Machine Learning and Sequential Characteristics: Model Development and Retrospective Clinical Validation Study
Hong, Sungjun, Lee, Sungjoo, Lee, Jeonghoon, Cha, Won Chul, Kim, Kyunga
Published in JMIR medical informatics (01.08.2020)
Published in JMIR medical informatics (01.08.2020)
Get full text
Journal Article
Loading…
Categorizing Vaccine Confidence With a Transformer-Based Machine Learning Model: Analysis of Nuances of Vaccine Sentiment in Twitter Discourse
Kummervold, Per E, Martin, Sam, Dada, Sara, Kilich, Eliz, Denny, Chermain, Paterson, Pauline, Larson, Heidi J
Published in JMIR medical informatics (01.10.2021)
Published in JMIR medical informatics (01.10.2021)
Get full text
Journal Article
Loading…
Generalization of a Deep Learning Model for Continuous Glucose Monitoring–Based Hypoglycemia Prediction: Algorithm Development and Validation Study
Shao, Jian, Pan, Ying, Kou, Wei-Bin, Feng, Huyi, Zhao, Yu, Zhou, Kaixin, Zhong, Shao
Published in JMIR medical informatics (24.05.2024)
Published in JMIR medical informatics (24.05.2024)
Get full text
Journal Article
Loading…
A Traditional Chinese Medicine Syndrome Classification Model Based on Cross-Feature Generation by Convolution Neural Network: Model Development and Validation
Huang, Zonghai, Miao, Jiaqing, Chen, Ju, Zhong, Yanmei, Yang, Simin, Ma, Yiyi, Wen, Chuanbiao
Published in JMIR medical informatics (06.04.2022)
Published in JMIR medical informatics (06.04.2022)
Get full text
Journal Article
Loading…
Prediction of In-Hospital Cardiac Arrest in the Intensive Care Unit: Machine Learning–Based Multimodal Approach
Lee, Hsin-Ying, Kuo, Po-Chih, Qian, Frank, Li, Chien-Hung, Hu, Jiun-Ruey, Hsu, Wan-Ting, Jhou, Hong-Jie, Chen, Po-Huang, Lee, Cho-Hao, Su, Chin-Hua, Liao, Po-Chun, Wu, I-Ju, Lee, Chien-Chang
Published in JMIR medical informatics (23.07.2024)
Published in JMIR medical informatics (23.07.2024)
Get full text
Journal Article
Loading…
Loading…
Machine Learning Models for Parkinson Disease: Systematic Review
Tabashum, Thasina, Snyder, Robert Cooper, O'Brien, Megan K, Albert, Mark V
Published in JMIR medical informatics (17.05.2024)
Published in JMIR medical informatics (17.05.2024)
Get full text
Journal Article
Loading…
Predicting Unplanned Transfers to the Intensive Care Unit: A Machine Learning Approach Leveraging Diverse Clinical Elements
Wellner, Ben, Grand, Joan, Canzone, Elizabeth, Coarr, Matt, Brady, Patrick W, Simmons, Jeffrey, Kirkendall, Eric, Dean, Nathan, Kleinman, Monica, Sylvester, Peter
Published in JMIR medical informatics (22.11.2017)
Published in JMIR medical informatics (22.11.2017)
Get full text
Journal Article
Loading…
A Smartphone App to Manage Cirrhotic Ascites Among Outpatients: Feasibility Study
Bloom, Patricia, Wang, Thomas, Marx, Madeline, Tagerman, Michelle, Green, Bradley, Arvind, Ashwini, Ha, Jasmine, Bloom, Judith, Richter, James M
Published in JMIR medical informatics (01.09.2020)
Published in JMIR medical informatics (01.09.2020)
Get full text
Journal Article
Loading…
Loading…
Classifying Unstructured Text in Electronic Health Records for Mental Health Prediction Models: Large Language Model Evaluation Study
Cardamone, Nicholas C, Olfson, Mark, Schmutte, Timothy, Ungar, Lyle, Liu, Tony, Cullen, Sara W, Williams, Nathaniel J, Marcus, Steven C
Published in JMIR medical informatics (21.01.2025)
Published in JMIR medical informatics (21.01.2025)
Get full text
Journal Article
Loading…
A Novel Convolutional Neural Network for the Diagnosis and Classification of Rosacea: Usability Study
Zhao, Zhixiang, Wu, Che-Ming, Zhang, Shuping, He, Fanping, Liu, Fangfen, Wang, Ben, Huang, Yingxue, Shi, Wei, Jian, Dan, Xie, Hongfu, Yeh, Chao-Yuan, Li, Ji
Published in JMIR medical informatics (15.03.2021)
Published in JMIR medical informatics (15.03.2021)
Get full text
Journal Article