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For: Saffari SE, Ning Y, Xie F, Chakraborty B, Volovici V, Vaughan R, Ong MEH, Liu N. AutoScore-Ordinal: an interpretable machine learning framework for generating scoring models for ordinal outcomes. BMC Med Res Methodol 2022;22:286. [PMID: 36333672 PMCID: PMC9636613 DOI: 10.1186/s12874-022-01770-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Accepted: 10/25/2022] [Indexed: 11/06/2022]  Open
Number Cited by Other Article(s)
1
Agrawal A, Bhagat U, Arockiam AD, Haroun E, Faulx M, Desai MY, Jaber W, Menon V, Griffin B, Wang TKM. Machine learning risk-prediction model for in-hospital mortality in Takotsubo cardiomyopathy. Int J Cardiol 2025;430:133181. [PMID: 40120825 DOI: 10.1016/j.ijcard.2025.133181] [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: 02/04/2025] [Revised: 03/11/2025] [Accepted: 03/19/2025] [Indexed: 03/25/2025]
2
Meng L, Ho P. A systematic review of prediction models on arteriovenous fistula: Risk scores and machine learning approaches. J Vasc Access 2025;26:735-746. [PMID: 38658814 DOI: 10.1177/11297298241237830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/26/2024]  Open
3
Tan WY, Huang X, Robert C, Tee M, Chen C, Koh GCH, van Dam RM, Kandiah N, Hilal S. A point-based cognitive impairment scoring system for southeast Asian adults. J Prev Alzheimers Dis 2025;12:100069. [PMID: 39855964 DOI: 10.1016/j.tjpad.2025.100069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2024] [Revised: 01/06/2025] [Accepted: 01/13/2025] [Indexed: 01/27/2025]
4
Chu C, Wang Y, Ma L, Mutimer CA, Ji G, Shi H, Yassi N, Masters CL, Goudey B, Jin L, Pan Y. Developing and validating a prediction tool for cerebral amyloid angiopathy neuropathological severity. Alzheimers Dement 2025;21:e14583. [PMID: 40042448 PMCID: PMC11881621 DOI: 10.1002/alz.14583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Revised: 12/04/2024] [Accepted: 01/12/2025] [Indexed: 03/09/2025]
5
Mohammadi R, Ng SYE, Tan JY, Ng ASL, Deng X, Choi X, Heng DL, Neo S, Xu Z, Tay KY, Au WL, Tan EK, Tan LCS, Steyerberg EW, Greene W, Saffari SE. Machine Learning for Early Detection of Cognitive Decline in Parkinson's Disease Using Multimodal Biomarker and Clinical Data. Biomedicines 2024;12:2758. [PMID: 39767666 PMCID: PMC11674004 DOI: 10.3390/biomedicines12122758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2024] [Revised: 11/25/2024] [Accepted: 11/29/2024] [Indexed: 01/11/2025]  Open
6
Babicki M, Lejawa M, Osadnik T, Kapusta J, Banach M, Jankowski P, Mastalerz-Migas A, Kałuzińska-Kołat Ż, Kołat D, Chudzik M. LC risk score - development and evaluation of a scale for assessing the risk of developing long COVID. Arch Med Sci 2024;21:121-130. [PMID: 40190303 PMCID: PMC11969552 DOI: 10.5114/aoms/187781] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 04/21/2024] [Indexed: 04/02/2025]  Open
7
Zahid S, Agrawal A, Salman F, Khan MZ, Ullah W, Teebi A, Khan SU, Sulaiman S, Balla S. Development and Validation of a Machine Learning Risk-Prediction Model for 30-Day Readmission for Heart Failure Following Transcatheter Aortic Valve Replacement (TAVR-HF Score). Curr Probl Cardiol 2024;49:102143. [PMID: 37863456 DOI: 10.1016/j.cpcardiol.2023.102143] [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: 10/11/2023] [Accepted: 10/14/2023] [Indexed: 10/22/2023]
8
Xie F, Ning Y, Liu M, Li S, Saffari SE, Yuan H, Volovici V, Ting DSW, Goldstein BA, Ong MEH, Vaughan R, Chakraborty B, Liu N. A universal AutoScore framework to develop interpretable scoring systems for predicting common types of clinical outcomes. STAR Protoc 2023;4:102302. [PMID: 37178115 PMCID: PMC10200969 DOI: 10.1016/j.xpro.2023.102302] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 03/13/2023] [Accepted: 04/21/2023] [Indexed: 05/15/2023]  Open
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