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For: Imrie F, Cebere B, McKinney EF, van der Schaar M. AutoPrognosis 2.0: Democratizing diagnostic and prognostic modeling in healthcare with automated machine learning. PLOS Digit Health 2023;2:e0000276. [PMID: 37347752 PMCID: PMC10287005 DOI: 10.1371/journal.pdig.0000276] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 05/17/2023] [Indexed: 06/24/2023]
Number Cited by Other Article(s)
1
Basu B, Dutta S, Rahaman M, Bose A, Das S, Prajapati J, Prajapati B. The Future of Cystic Fibrosis Care: Exploring AI's Impact on Detection and Therapy. CURRENT RESPIRATORY MEDICINE REVIEWS 2024;20:302-321. [DOI: 10.2174/011573398x283365240208195944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2023] [Revised: 01/08/2024] [Accepted: 01/18/2024] [Indexed: 01/03/2025]
2
Yuan H. Toward real-world deployment of machine learning for health care: External validation, continual monitoring, and randomized clinical trials. HEALTH CARE SCIENCE 2024;3:360-364. [PMID: 39479276 PMCID: PMC11520244 DOI: 10.1002/hcs2.114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/15/2024] [Revised: 07/21/2024] [Accepted: 07/23/2024] [Indexed: 11/02/2024]
3
Choi HJ, Lee C, Chun J, Seol R, Lee YM, Son YJ. Development of a Predictive Model for Survival Over Time in Patients With Out-of-Hospital Cardiac Arrest Using Ensemble-Based Machine Learning. Comput Inform Nurs 2024;42:388-395. [PMID: 39248449 DOI: 10.1097/cin.0000000000001145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/10/2024]
4
Lin E, Lin CH, Lane HY. Inference of social cognition in schizophrenia patients with neurocognitive domains and neurocognitive tests using automated machine learning. Asian J Psychiatr 2024;91:103866. [PMID: 38128351 DOI: 10.1016/j.ajp.2023.103866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Revised: 12/07/2023] [Accepted: 12/09/2023] [Indexed: 12/23/2023]
5
Callender T, Imrie F, Cebere B, Pashayan N, Navani N, van der Schaar M, Janes SM. Assessing eligibility for lung cancer screening using parsimonious ensemble machine learning models: A development and validation study. PLoS Med 2023;20:e1004287. [PMID: 37788223 PMCID: PMC10547178 DOI: 10.1371/journal.pmed.1004287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Accepted: 08/29/2023] [Indexed: 10/05/2023]  Open
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