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Utilization Barriers and Medical Outcomes Commensurate With the Use of Telehealth Among Older Adults: Systematic Review
Kruse, Clemens, Fohn, Joanna, Wilson, Nakia, Nunez Patlan, Evangelina, Zipp, Stephanie, Mileski, Michael
Published in JMIR medical informatics (12.08.2020)
Published in JMIR medical informatics (12.08.2020)
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Federated Learning of Electronic Health Records to Improve Mortality Prediction in Hospitalized Patients With COVID-19: Machine Learning Approach
Vaid, Akhil, Jaladanki, Suraj K, Xu, Jie, Teng, Shelly, Kumar, Arvind, Lee, Samuel, Somani, Sulaiman, Paranjpe, Ishan, De Freitas, Jessica K, Wanyan, Tingyi, Johnson, Kipp W, Bicak, Mesude, Klang, Eyal, Kwon, Young Joon, Costa, Anthony, Zhao, Shan, Miotto, Riccardo, Charney, Alexander W, Böttinger, Erwin, Fayad, Zahi A, Nadkarni, Girish N, Wang, Fei, Glicksberg, Benjamin S
Published in JMIR medical informatics (27.01.2021)
Published in JMIR medical informatics (27.01.2021)
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The Fast Health Interoperability Resources (FHIR) Standard: Systematic Literature Review of Implementations, Applications, Challenges and Opportunities
Ayaz, Muhammad, Pasha, Muhammad F, Alzahrani, Mohammed Y, Budiarto, Rahmat, Stiawan, Deris
Published in JMIR medical informatics (30.07.2021)
Published in JMIR medical informatics (30.07.2021)
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An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing: Algorithm Development and Validation Study
Sivarajkumar, Sonish, Kelley, Mark, Samolyk-Mazzanti, Alyssa, Visweswaran, Shyam, Wang, Yanshan
Published in JMIR medical informatics (08.04.2024)
Published in JMIR medical informatics (08.04.2024)
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Evaluation and Mitigation of Racial Bias in Clinical Machine Learning Models: Scoping Review
Huang, Jonathan, Galal, Galal, Etemadi, Mozziyar, Vaidyanathan, Mahesh
Published in JMIR medical informatics (31.05.2022)
Published in JMIR medical informatics (31.05.2022)
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Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study
Sendak, Mark P, Ratliff, William, Sarro, Dina, Alderton, Elizabeth, Futoma, Joseph, Gao, Michael, Nichols, Marshall, Revoir, Mike, Yashar, Faraz, Miller, Corinne, Kester, Kelly, Sandhu, Sahil, Corey, Kristin, Brajer, Nathan, Tan, Christelle, Lin, Anthony, Brown, Tres, Engelbosch, Susan, Anstrom, Kevin, Elish, Madeleine Clare, Heller, Katherine, Donohoe, Rebecca, Theiling, Jason, Poon, Eric, Balu, Suresh, Bedoya, Armando, O'Brien, Cara
Published in JMIR medical informatics (01.07.2020)
Published in JMIR medical informatics (01.07.2020)
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Role of Machine Learning Techniques to Tackle the COVID-19 Crisis: Systematic Review
Syeda, Hafsa Bareen, Syed, Mahanazuddin, Sexton, Kevin Wayne, Syed, Shorabuddin, Begum, Salma, Syed, Farhanuddin, Prior, Fred, Yu Jr, Feliciano
Published in JMIR medical informatics (11.01.2021)
Published in JMIR medical informatics (11.01.2021)
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Secure Logistic Regression Based on Homomorphic Encryption: Design and Evaluation
Kim, Miran, Song, Yongsoo, Wang, Shuang, Xia, Yuhou, Jiang, Xiaoqian
Published in JMIR medical informatics (17.04.2018)
Published in JMIR medical informatics (17.04.2018)
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Prediction of Sepsis in the Intensive Care Unit With Minimal Electronic Health Record Data: A Machine Learning Approach
Desautels, Thomas, Calvert, Jacob, Hoffman, Jana, Jay, Melissa, Kerem, Yaniv, Shieh, Lisa, Shimabukuro, David, Chettipally, Uli, Feldman, Mitchell D, Barton, Chris, Wales, David J, Das, Ritankar
Published in JMIR medical informatics (30.09.2016)
Published in JMIR medical informatics (30.09.2016)
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Operationalizing and Implementing Pretrained, Large Artificial Intelligence Linguistic Models in the US Health Care System: Outlook of Generative Pretrained Transformer 3 (GPT-3) as a Service Model
Sezgin, Emre, Sirrianni, Joseph, Linwood, Simon L
Published in JMIR medical informatics (10.02.2022)
Published in JMIR medical informatics (10.02.2022)
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Reasons For Physicians Not Adopting Clinical Decision Support Systems: Critical Analysis
Khairat, Saif, David, Marc, Crosby, William, Ali Al Sanousi
Published in JMIR medical informatics (01.04.2018)
Published in JMIR medical informatics (01.04.2018)
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Fast Healthcare Interoperability Resources (FHIR) for Interoperability in Health Research: Systematic Review
Vorisek, Carina Nina, Lehne, Moritz, Klopfenstein, Sophie Anne Ines, Mayer, Paula Josephine, Bartschke, Alexander, Haese, Thomas, Thun, Sylvia
Published in JMIR medical informatics (19.07.2022)
Published in JMIR medical informatics (19.07.2022)
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AutoScore: A Machine Learning–Based Automatic Clinical Score Generator and Its Application to Mortality Prediction Using Electronic Health Records
Xie, Feng, Chakraborty, Bibhas, Ong, Marcus Eng Hock, Goldstein, Benjamin Alan, Liu, Nan
Published in JMIR medical informatics (21.10.2020)
Published in JMIR medical informatics (21.10.2020)
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ChatGPT-Generated Differential Diagnosis Lists for Complex Case–Derived Clinical Vignettes: Diagnostic Accuracy Evaluation
Hirosawa, Takanobu, Kawamura, Ren, Harada, Yukinori, Mizuta, Kazuya, Tokumasu, Kazuki, Kaji, Yuki, Suzuki, Tomoharu, Shimizu, Taro
Published in JMIR medical informatics (09.10.2023)
Published in JMIR medical informatics (09.10.2023)
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Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis
Lee, Junghye, Sun, Jimeng, Wang, Fei, Wang, Shuang, Jun, Chi-Hyuck, Jiang, Xiaoqian
Published in JMIR medical informatics (13.04.2018)
Published in JMIR medical informatics (13.04.2018)
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Sentiment Analysis in Health and Well-Being: Systematic Review
Zunic, Anastazia, Corcoran, Padraig, Spasic, Irena
Published in JMIR medical informatics (28.01.2020)
Published in JMIR medical informatics (28.01.2020)
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Reliability of Supervised Machine Learning Using Synthetic Data in Health Care: Model to Preserve Privacy for Data Sharing
Rankin, Debbie, Black, Michaela, Bond, Raymond, Wallace, Jonathan, Mulvenna, Maurice, Epelde, Gorka
Published in JMIR medical informatics (20.07.2020)
Published in JMIR medical informatics (20.07.2020)
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