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For: Yang H, Li J, Liu S, Yang X, Liu J. Predicting Risk of Hypoglycemia in Patients With Type 2 Diabetes by Electronic Health Record-Based Machine Learning: Development and Validation. JMIR Med Inform 2022;10:e36958. [PMID: 35708754 PMCID: PMC9247813 DOI: 10.2196/36958] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Revised: 05/08/2022] [Accepted: 05/31/2022] [Indexed: 02/05/2023]  Open
Number Cited by Other Article(s)
1
Agraz M, Deng Y, Karniadakis GE, Mantzoros CS. Enhancing severe hypoglycemia prediction in type 2 diabetes mellitus through multi-view co-training machine learning model for imbalanced dataset. Sci Rep 2024;14:22741. [PMID: 39349500 DOI: 10.1038/s41598-024-69844-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2024] [Accepted: 08/09/2024] [Indexed: 10/02/2024]  Open
2
Parikh V, Tariq A, Patel B, Banerjee I. Comparative Analysis of Fusion Strategies for Imaging and Non-imaging Data - Use-case of Hospital Discharge Prediction. AMIA JOINT SUMMITS ON TRANSLATIONAL SCIENCE PROCEEDINGS. AMIA JOINT SUMMITS ON TRANSLATIONAL SCIENCE 2024;2024:652-661. [PMID: 38827051 PMCID: PMC11141810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 06/04/2024]
3
Li Y, Huang Y, Yang S, Shychuk EM, Shenkman EA, Bian J, Angell AM, Guo Y. Machine Learning Prediction of Autism Spectrum Disorder Through Linking Mothers' and Children's Electronic Health Record Data. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.03.24.24304813. [PMID: 38585795 PMCID: PMC10996718 DOI: 10.1101/2024.03.24.24304813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
4
Huang Y, Guo J, Donahoo WT, Fan Z, Lu Y, Chen WH, Tang H, Bilello L, Saguil AA, Rosenberg E, Shenkman EA, Bian J. A Fair Individualized Polysocial Risk Score for Identifying Increased Social Risk in Type 2 Diabetes. RESEARCH SQUARE 2023:rs.3.rs-3684698. [PMID: 38106012 PMCID: PMC10723535 DOI: 10.21203/rs.3.rs-3684698/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2023]
5
Zhang L, Yang L, Zhou Z. Data-based modeling for hypoglycemia prediction: Importance, trends, and implications for clinical practice. Front Public Health 2023;11:1044059. [PMID: 36778566 PMCID: PMC9910805 DOI: 10.3389/fpubh.2023.1044059] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 01/10/2023] [Indexed: 01/27/2023]  Open
6
Zou X, Liu Y, Ji L. Review: Machine learning in precision pharmacotherapy of type 2 diabetes-A promising future or a glimpse of hope? Digit Health 2023;9:20552076231203879. [PMID: 37786401 PMCID: PMC10541760 DOI: 10.1177/20552076231203879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Accepted: 09/08/2023] [Indexed: 10/04/2023]  Open
7
Liu S, Schlesinger JJ, McCoy AB, Reese TJ, Steitz B, Russo E, Koh B, Wright A. New onset delirium prediction using machine learning and long short-term memory (LSTM) in electronic health record. J Am Med Inform Assoc 2022;30:120-131. [PMID: 36303456 PMCID: PMC9748586 DOI: 10.1093/jamia/ocac210] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 10/09/2022] [Accepted: 10/17/2022] [Indexed: 12/15/2022]  Open
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