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An Extraction Tool for Venous Thromboembolism Symptom Identification in Primary Care Notes to Facilitate Electronic Clinical Quality Measure Reporting: Algorithm Development and Validation Study
Novoa-Laurentiev, John, Bowen, Mica, Pullman, Avery, Song, Wenyu, Syrowatka, Ania, Chen, Jin, Sainlaire, Michael, Chang, Frank, Gray, Krissy, Panta, Purushottam, Liu, Luwei, Nawab, Khalid, Hijjawi, Shadi, Schreiber, Richard, Zhou, Li, Dykes, Patricia C
Published in JMIR medical informatics (26.08.2025)
Published in JMIR medical informatics (26.08.2025)
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Tongue Image–Based Diagnosis of Acute Respiratory Tract Infection Using Machine Learning: Algorithm Development and Validation
Che, Qianzi, Leng, Yuanming, Yang, Wei, Cao, Xihao, Wang, Zhongxia, Liu, Lizheng, Xie, Feibiao, Wang, Ruilin
Published in JMIR medical informatics (25.08.2025)
Published in JMIR medical informatics (25.08.2025)
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Prediction of Mini-Mental State Examination Scores for Cognitive Impairment and Machine Learning Analysis of Oral Health and Demographic Data Among Individuals Older Than 60 Years: Cross-Sectional Study
Idrisoglu, Alper, Flyborg, Johan, Nauman Ghazi, Sarah, Mikaelsson Midlöv, Elina, Dellkvist, Helén, Axén, Anna, Dallora, Ana Luiza
Published in JMIR medical informatics (25.08.2025)
Published in JMIR medical informatics (25.08.2025)
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Multitask Learning With Recurrent Neural Networks for Acute Respiratory Distress Syndrome Prediction Using Only Electronic Health Record Data: Model Development and Validation Study
Lam, Carson, Thapa, Rahul, Maharjan, Jenish, Rahmani, Keyvan, Tso, Chak Foon, Singh, Navan Preet, Casie Chetty, Satish, Mao, Qingqing
Published in JMIR medical informatics (15.06.2022)
Published in JMIR medical informatics (15.06.2022)
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Diagnostic Prediction Models for Primary Care, Based on AI and Electronic Health Records: Systematic Review
Hunik, Liesbeth, Chaabouni, Asma, van Laarhoven, Twan, Olde Hartman, Tim C, Leijenaar, Ralph T H, Cals, Jochen W L, Uijen, Annemarie A, Schers, Henk J
Published in JMIR medical informatics (22.08.2025)
Published in JMIR medical informatics (22.08.2025)
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Deep Learning–Based Early Warning Systems in Hospitalized Patients at Risk of Code Blue Events and Length of Stay: Retrospective Real-World Implementation Study
Kim, Ji-hyun, Cho, Eun Young, Choi, Yuhyun, Won, Joo-Yun, Cheon, Se Hee, Kim, Young Ae, Lee, Ki-byung, Kim, Kwang Joon, Kim, Ho Gwan, Sim, Taeyong
Published in JMIR medical informatics (22.08.2025)
Published in JMIR medical informatics (22.08.2025)
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Leveraging Retrieval-Augmented Large Language Models for Dietary Recommendations With Traditional Chinese Medicine’s Medicine Food Homology: Algorithm Development and Validation
Sha, Hangyu, Gong, Fan, Liu, Bo, Liu, Runfeng, Wang, Haofen, Wu, Tianxing
Published in JMIR medical informatics (21.08.2025)
Published in JMIR medical informatics (21.08.2025)
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Label Accuracy in Electronic Health Records and Its Impact on Machine Learning Models for Early Prediction of Gestational Diabetes: 3-Step Retrospective Validation Study
Germaine, Mark, O'Higgins, Amy C, Egan, Brendan, Healy, Graham
Published in JMIR medical informatics (21.08.2025)
Published in JMIR medical informatics (21.08.2025)
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Interpretable Machine Learning Model for Predicting Postpartum Depression: Retrospective Study
Zhang, Ren, Liu, Yi, Zhang, Zhiwei, Luo, Rui, Lv, Bin
Published in JMIR medical informatics (20.01.2025)
Published in JMIR medical informatics (20.01.2025)
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Research and Application of Artificial Intelligence Based on Electronic Health Records of Patients With Cancer: Systematic Review
Yang, Xinyu, Mu, Dongmei, Peng, Hao, Li, Hua, Wang, Ying, Wang, Ping, Wang, Yue, Han, Siqi
Published in JMIR medical informatics (20.04.2022)
Published in JMIR medical informatics (20.04.2022)
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Effect of Applying a Real-Time Medical Record Input Assistance System With Voice Artificial Intelligence on Triage Task Performance in the Emergency Department: Prospective Interventional Study
Cho, Ara, Min, In Kyung, Hong, Seungkyun, Chung, Hyun Soo, Lee, Hyun Sim, Kim, Ji Hoon
Published in JMIR medical informatics (01.08.2022)
Published in JMIR medical informatics (01.08.2022)
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AI-Driven Integrated System for Burn Depth Prediction With Electronic Medical Records: Algorithm Development and Validation
Rahman, Md Masudur, Masry, Mohamed El, Gnyawali, Surya C, Xue, Yexiang, Gordillo, Gayle, Wachs, Juan P
Published in JMIR medical informatics (15.08.2025)
Published in JMIR medical informatics (15.08.2025)
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The Impact of Telemedicine on Physicians’ After-hours Electronic Health Record “Work Outside Work” During the COVID-19 Pandemic: Retrospective Cohort Study
Lawrence, Katharine, Nov, Oded, Mann, Devin, Mandal, Soumik, Iturrate, Eduardo, Wiesenfeld, Batia
Published in JMIR medical informatics (28.07.2022)
Published in JMIR medical informatics (28.07.2022)
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