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A Machine Learning Approach to Differentiate Cold and Hot Syndrome in Viral Pneumonia Integrating Traditional Chinese Medicine and Modern Medicine: Machine Learning Model Development and Validation
Jin, Xiaojie, Wang, Yanru, Wang, Jiarui, Gao, Qian, Huang, Yuhan, Shao, Lingyu, Zhao, Jiali, Li, Jintian, Li, Ling, Zhang, Zhiming, Li, Shuyan, Liu, Yongqi
Published in JMIR medical informatics (16.07.2025)
Published in JMIR medical informatics (16.07.2025)
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Implementing Electronic Health Records in Philippine Primary Care Settings: Mixed-Methods Pilot Study
Elepaño, Anton, Tan-Lim, Carol Stephanie, Javelosa, Mark Anthony, De Mesa, Regine Ynez, Rey, Mia, Sanchez, Josephine, Dans, Leonila, Dans, Antonio Miguel
Published in JMIR medical informatics (15.07.2025)
Published in JMIR medical informatics (15.07.2025)
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Development and Validation of Machine Learning Algorithm with Oversampling Technique in Limited Data Scenarios for Prediction of Present and Future Restorative Treatment Need (Preprint)
Väyrynen, Elina, Tirkkonen, Otso, Tiensuu, Henna, Suutala, Jaakko, Anttonen, Vuokko, Laitala, Marja-Liisa, Kukkola, Katri, Karki, Saujanya
Published in JMIR medical informatics (15.07.2025)
Published in JMIR medical informatics (15.07.2025)
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Predicting the Development of Type 2 Diabetes in a Large Australian Cohort Using Machine-Learning Techniques: Longitudinal Survey Study
Zhang, Lei, Shang, Xianwen, Sreedharan, Subhashaan, Yan, Xixi, Liu, Jianbin, Keel, Stuart, Wu, Jinrong, Peng, Wei, He, Mingguang
Published in JMIR medical informatics (28.07.2020)
Published in JMIR medical informatics (28.07.2020)
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Performance of Natural Language Processing versus International Classification of Diseases Codes in Building Registries for Patients With Fall Injury: Retrospective Analysis
Taseh, Atta, Sasanfar, Souri, Chan, Michelle, Sirls, Evan, Nazarian, Ara, Batmanghelich, Kayhan, Bean, Jonathan F, Ashkani-Esfahani, Soheil
Published in JMIR medical informatics (14.07.2025)
Published in JMIR medical informatics (14.07.2025)
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Reference Hallucination Score for Medical Artificial Intelligence Chatbots: Development and Usability Study
Aljamaan, Fadi, Temsah, Mohamad-Hani, Altamimi, Ibraheem, Al-Eyadhy, Ayman, Jamal, Amr, Alhasan, Khalid, Mesallam, Tamer A, Farahat, Mohamed, Malki, Khalid H
Published in JMIR medical informatics (31.07.2024)
Published in JMIR medical informatics (31.07.2024)
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Machine Learning Electronic Health Record Identification of Patients with Rheumatoid Arthritis: Algorithm Pipeline Development and Validation Study
Maarseveen, Tjardo D, Meinderink, Timo, Reinders, Marcel J T, Knitza, Johannes, Huizinga, Tom W J, Kleyer, Arnd, Simon, David, van den Akker, Erik B, Knevel, Rachel
Published in JMIR medical informatics (30.11.2020)
Published in JMIR medical informatics (30.11.2020)
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Regulatory Insights From 27 Years of Artificial Intelligence/Machine Learning–Enabled Medical Device Recalls in the United States: Implications for Future Governance
Chen, Wei-Pin, Teng, Wei-Guang, Kuo, C Benson, Yen, Yu-Jui, Lian, Jian-Yu, Sing, Matthew, Chen, Peng-Ting
Published in JMIR medical informatics (11.07.2025)
Published in JMIR medical informatics (11.07.2025)
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Identifying People Living With or Those at Risk for HIV in a Nationally Sampled Electronic Health Record Repository Called the National Clinical Cohort Collaborative: Computational Phenotyping Study
Hurwitz, Eric, Varley, Cara D, Anzolone, A Jerrod, Madhira, Vithal, Olex, Amy L, Sun, Jing, Vaidya, Dimple, Fadul, Nada, Islam, Jessica Y, Jackson, Lesley E, Wilkins, Kenneth J, Butzin-Dozier, Zachary, Li, Dongmei, Safo, Sandra E, McMurry, Julie A, Maheria, Pooja, Williams, Tommy, Hassan, Shukri A, Haendel, Melissa A, Patel, Rena C
Published in JMIR medical informatics (11.07.2025)
Published in JMIR medical informatics (11.07.2025)
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Combining Machine Learning With Real-World Data to Identify Gaps in Clinical Practice Guidelines: Feasibility Study Using the Prospective German Stroke Registry and the National Acute Ischemic Stroke Guidelines
Müller, Sandrine, Diekmann, Susanne, Wenzel, Markus, Hahn, Horst Karl, Tuennerhoff, Johannes, Ernemann, Ulrike, Hennersdorf, Florian, Westphal, Max, Poli, Sven
Published in JMIR medical informatics (11.07.2025)
Published in JMIR medical informatics (11.07.2025)
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Examining Linguistic Differences in Electronic Health Records for Diverse Patients With Diabetes: Natural Language Processing Analysis
Bilotta, Isabel, Tonidandel, Scott, Liaw, Winston R, King, Eden, Carvajal, Diana N, Taylor, Ayana, Thamby, Julie, Xiang, Yang, Tao, Cui, Hansen, Michael
Published in JMIR medical informatics (23.05.2024)
Published in JMIR medical informatics (23.05.2024)
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Networked Behaviors Associated With a Large-Scale Secure Messaging Network: Cross-Sectional Secondary Data Analysis
Baratta, Laura Rosa, Xia, Linlin, Lew, Daphne, Eiden, Elise, Wu, Y Jasmine, Contractor, Noshir, Lambert, Bruce L, Lou, Sunny S, Kannampallil, Thomas
Published in JMIR medical informatics (10.07.2025)
Published in JMIR medical informatics (10.07.2025)
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Predicting Drug–Side Effect Relationships From Parametric Knowledge Embedded in Biomedical BERT Models: Methodological Study With a Natural Language Processing Approach
Jeon, Woohyuk, Park, Minjae, An, Doyeon, Nam, Wonshik, Shin, Ju-Young, Lee, Seunghee, Lee, Suehyun
Published in JMIR medical informatics (10.07.2025)
Published in JMIR medical informatics (10.07.2025)
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Leveraging AI to Drive Timely Improvements in Patient Experience Feedback: Algorithm Validation
Khanbhai, Mustafa, Carenzo, Catalina, Aryasinghe, Sarindi, Manton, David, Mayer, Erik
Published in JMIR medical informatics (10.07.2025)
Published in JMIR medical informatics (10.07.2025)
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Identification of Semantically Similar Sentences in Clinical Notes: Iterative Intermediate Training Using Multi-Task Learning
Mahajan, Diwakar, Poddar, Ananya, Liang, Jennifer J, Lin, Yen-Ting, Prager, John M, Suryanarayanan, Parthasarathy, Raghavan, Preethi, Tsou, Ching-Huei
Published in JMIR medical informatics (27.11.2020)
Published in JMIR medical informatics (27.11.2020)
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Comparative Study to Evaluate the Accuracy of Differential Diagnosis Lists Generated by Gemini Advanced, Gemini, and Bard for a Case Report Series Analysis: Cross-Sectional Study
Hirosawa, Takanobu, Harada, Yukinori, Tokumasu, Kazuki, Ito, Takahiro, Suzuki, Tomoharu, Shimizu, Taro
Published in JMIR medical informatics (02.10.2024)
Published in JMIR medical informatics (02.10.2024)
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Language Models for Multilabel Document Classification of Surgical Concepts in Exploratory Laparotomy Operative Notes: Algorithm Development Study
Balch, Jeremy A, Desaraju, Sasank S, Nolan, Victoria J, Vellanki, Divya, Buchanan, Timothy R, Brinkley, Lindsey M, Penev, Yordan, Bilgili, Ahmet, Patel, Aashay, Chatham, Corinne E, Vanderbilt, David M, Uddin, Rayon, Bihorac, Azra, Efron, Philip, Loftus, Tyler J, Rahman, Protiva, Shickel, Benjamin
Published in JMIR medical informatics (09.07.2025)
Published in JMIR medical informatics (09.07.2025)
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