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For: Huang YC, Li SJ, Chen M, Lee TS, Chien YN. Machine-Learning Techniques for Feature Selection and Prediction of Mortality in Elderly CABG Patients. Healthcare (Basel) 2021;9:healthcare9050547. [PMID: 34067148 PMCID: PMC8151160 DOI: 10.3390/healthcare9050547] [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: 03/21/2021] [Revised: 04/24/2021] [Accepted: 04/26/2021] [Indexed: 12/28/2022]  Open
Number Cited by Other Article(s)
1
Skuban-Eiseler T, Orzechowski M, Denkinger M, Kocar TD, Leinert C, Steger F. Artificial Intelligence-Based Clinical Decision Support Systems in Geriatrics: An Ethical Analysis. J Am Med Dir Assoc 2023;24:1271-1276.e4. [PMID: 37453451 DOI: 10.1016/j.jamda.2023.06.008] [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: 04/15/2023] [Revised: 06/08/2023] [Accepted: 06/08/2023] [Indexed: 07/18/2023]
2
Behnoush AH, Khalaji A, Rezaee M, Momtahen S, Mansourian S, Bagheri J, Masoudkabir F, Hosseini K. Machine learning-based prediction of 1-year mortality in hypertensive patients undergoing coronary revascularization surgery. Clin Cardiol 2023;46:269-278. [PMID: 36588391 PMCID: PMC10018097 DOI: 10.1002/clc.23963] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 12/12/2022] [Accepted: 12/19/2022] [Indexed: 01/03/2023]  Open
3
Studziński W, Przybyłek M, Gackowska A. Application of gas chromatographic data and 2D molecular descriptors for accurate global mobility potential prediction. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2023;317:120816. [PMID: 36473641 DOI: 10.1016/j.envpol.2022.120816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Revised: 11/15/2022] [Accepted: 12/02/2022] [Indexed: 06/17/2023]
4
Wu R, Luo J, Wan H, Zhang H, Yuan Y, Hu H, Feng J, Wen J, Wang Y, Li J, Liang Q, Gan F, Zhang G. Evaluation of machine learning algorithms for the prognosis of breast cancer from the Surveillance, Epidemiology, and End Results database. PLoS One 2023;18:e0280340. [PMID: 36701415 PMCID: PMC9879508 DOI: 10.1371/journal.pone.0280340] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 12/26/2022] [Indexed: 01/27/2023]  Open
5
Salah H, Srinivas S. Explainable machine learning framework for predicting long-term cardiovascular disease risk among adolescents. Sci Rep 2022;12:21905. [PMID: 36536006 PMCID: PMC9763353 DOI: 10.1038/s41598-022-25933-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 12/07/2022] [Indexed: 12/23/2022]  Open
6
Fransvea P, Fransvea G, Liuzzi P, Sganga G, Mannini A, Costa G. Study and validation of an explainable machine learning-based mortality prediction following emergency surgery in the elderly: A prospective observational study. Int J Surg 2022;107:106954. [PMID: 36229017 DOI: 10.1016/j.ijsu.2022.106954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 09/07/2022] [Accepted: 10/03/2022] [Indexed: 10/31/2022]
7
Domínguez-Olmedo JL, Gragera-Martínez Á, Mata J, Pachón V. Age-Stratified Analysis of COVID-19 Outcome Using Machine Learning Predictive Models. Healthcare (Basel) 2022;10:2027. [PMID: 36292474 PMCID: PMC9601713 DOI: 10.3390/healthcare10102027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 10/06/2022] [Accepted: 10/11/2022] [Indexed: 11/04/2022]  Open
8
Khalaji A, Behnoush AH, Jameie M, Sharifi A, Sheikhy A, Fallahzadeh A, Sadeghian S, Pashang M, Bagheri J, Ahmadi Tafti SH, Hosseini K. Machine learning algorithms for predicting mortality after coronary artery bypass grafting. Front Cardiovasc Med 2022;9:977747. [PMID: 36093147 PMCID: PMC9448905 DOI: 10.3389/fcvm.2022.977747] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 08/02/2022] [Indexed: 11/13/2022]  Open
9
Exploratory Study of Palliative Care Utilization and Medical Expense for Inpatients at the End-of-Life. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022;19:ijerph19074263. [PMID: 35409941 PMCID: PMC8998871 DOI: 10.3390/ijerph19074263] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Revised: 03/25/2022] [Accepted: 03/29/2022] [Indexed: 02/04/2023]
10
Hazardous Effect of Low-Dose Aspirin in Patients with Predialysis Advanced Chronic Kidney Disease Assessed by Machine Learning Method Feature Selection. Healthcare (Basel) 2021;9:healthcare9111484. [PMID: 34828530 PMCID: PMC8625790 DOI: 10.3390/healthcare9111484] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2021] [Revised: 10/18/2021] [Accepted: 10/28/2021] [Indexed: 12/30/2022]  Open
11
Comparison of Different Machine Learning Classifiers for Glaucoma Diagnosis Based on Spectralis OCT. Diagnostics (Basel) 2021;11:diagnostics11091718. [PMID: 34574059 PMCID: PMC8471622 DOI: 10.3390/diagnostics11091718] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 09/17/2021] [Accepted: 09/18/2021] [Indexed: 11/17/2022]  Open
12
Brester C, Voutilainen A, Tuomainen TP, Kauhanen J, Kolehmainen M. Post-Analysis of Predictive Modeling with an Epidemiological Example. Healthcare (Basel) 2021;9:792. [PMID: 34202622 PMCID: PMC8304882 DOI: 10.3390/healthcare9070792] [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: 05/21/2021] [Revised: 06/17/2021] [Accepted: 06/22/2021] [Indexed: 11/24/2022]  Open
13
Huang YC, Li SJ, Chen M, Lee TS. The Prediction Model of Medical Expenditure Appling Machine Learning Algorithm in CABG Patients. Healthcare (Basel) 2021;9:710. [PMID: 34200785 PMCID: PMC8230367 DOI: 10.3390/healthcare9060710] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 06/07/2021] [Accepted: 06/08/2021] [Indexed: 11/17/2022]  Open
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