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26
Chen J, Lu G, Wang Z, Zhang J, Ding J, Zeng Q, Chai L, Zhao L, Yu H, Li Y. Prediction Models for Dysphagia in Intensive Care Unit after Mechanical Ventilation: A Systematic Review and Meta-analysis. Laryngoscope 2024;134:517-525. [PMID: 37543979 DOI: 10.1002/lary.30931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 06/16/2023] [Accepted: 07/13/2023] [Indexed: 08/08/2023]
27
Li E, Ai F, Liang C. A machine learning model to predict the risk of depression in US adults with obstructive sleep apnea hypopnea syndrome: a cross-sectional study. Front Public Health 2024;11:1348803. [PMID: 38259742 PMCID: PMC10800603 DOI: 10.3389/fpubh.2023.1348803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2023] [Accepted: 12/22/2023] [Indexed: 01/24/2024]  Open
28
Fonseca DC, Marques Gomes da Rocha I, Depieri Balmant B, Callado L, Aguiar Prudêncio AP, Tepedino Martins Alves J, Torrinhas RS, da Rocha Fernandes G, Linetzky Waitzberg D. Evaluation of gut microbiota predictive potential associated with phenotypic characteristics to identify multifactorial diseases. Gut Microbes 2024;16:2297815. [PMID: 38235595 PMCID: PMC10798365 DOI: 10.1080/19490976.2023.2297815] [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: 03/11/2023] [Accepted: 12/18/2023] [Indexed: 01/19/2024]  Open
29
Oldham MA, Heaney B, Gleber C, Lee HB, Maeng DD. Using Discrete Form Data in the Electronic Medical Record to Predict the Likelihood of Psychiatric Consultation. J Acad Consult Liaison Psychiatry 2024;65:25-32. [PMID: 37858756 DOI: 10.1016/j.jaclp.2023.10.002] [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: 06/15/2023] [Revised: 10/05/2023] [Accepted: 10/11/2023] [Indexed: 10/21/2023]
30
Che Nawi CMNH, Mohd Hairon S, Wan Yahya WNN, Wan Zaidi WA, Musa KI. Machine Learning Models for Predicting Stroke Mortality in Malaysia: An Application and Comparative Analysis. Cureus 2023;15:e50426. [PMID: 38222138 PMCID: PMC10784718 DOI: 10.7759/cureus.50426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/11/2023] [Indexed: 01/16/2024]  Open
31
Leaks K, Norden-Krichmar T, Brody JP. Predicting moderate drinking behaviors in National Health and Nutrition Examination Survey participants using biochemical and demographical factors with machine learning. Alcohol 2023;113:1-10. [PMID: 37543050 DOI: 10.1016/j.alcohol.2023.07.005] [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: 01/29/2023] [Revised: 06/26/2023] [Accepted: 07/25/2023] [Indexed: 08/07/2023]
32
Velmahos CS, Paschalidis A, Paranjape CN. The Not-So-Distant Future or Just Hype? Utilizing Machine Learning to Predict 30-Day Post-Operative Complications in Laparoscopic Colectomy Patients. Am Surg 2023;89:5648-5654. [PMID: 36992631 DOI: 10.1177/00031348231167397] [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: 03/31/2023]
33
Gu T, Taylor JM, Mukherjee B. A synthetic data integration framework to leverage external summary-level information from heterogeneous populations. Biometrics 2023;79:3831-3845. [PMID: 36876883 PMCID: PMC10480346 DOI: 10.1111/biom.13852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Accepted: 02/24/2023] [Indexed: 03/07/2023]
34
Li Y, Xu G, Zhao W, Wang T, Li H, Liu Y, Wang G. Machine Learning-Based Operational State Recognition and Compressive Property Prediction in Fused Filament Fabrication. 3D PRINTING AND ADDITIVE MANUFACTURING 2023;10:1347-1360. [PMID: 38116211 PMCID: PMC10726200 DOI: 10.1089/3dp.2021.0185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/21/2023]
35
Nguyen Ho PT, van Arendonk J, Steketee RME, van Rooij FJA, Roshchupkin GV, Ikram MA, Vernooij MW, Neitzel J. Predicting amyloid-beta pathology in the general population. Alzheimers Dement 2023;19:5506-5517. [PMID: 37303116 DOI: 10.1002/alz.13161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Revised: 04/06/2023] [Accepted: 04/28/2023] [Indexed: 06/13/2023]
36
Li Y, Liu X, Kang L, Li J. Validation and Comparison of Four Mortality Prediction Models in a Geriatric Ward in China. Clin Interv Aging 2023;18:2009-2019. [PMID: 38053653 PMCID: PMC10695131 DOI: 10.2147/cia.s429769] [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: 07/09/2023] [Accepted: 11/18/2023] [Indexed: 12/07/2023]  Open
37
Li L, Cui X, Yang J, Wu X, Zhao G. Using feature optimization and LightGBM algorithm to predict the clinical pregnancy outcomes after in vitro fertilization. Front Endocrinol (Lausanne) 2023;14:1305473. [PMID: 38093967 PMCID: PMC10716466 DOI: 10.3389/fendo.2023.1305473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Accepted: 11/09/2023] [Indexed: 12/18/2023]  Open
38
Vestergaard MV, Allin KH, Poulsen GJ, Lee JC, Jess T. Characterizing the pre-clinical phase of inflammatory bowel disease. Cell Rep Med 2023;4:101263. [PMID: 37939713 PMCID: PMC10694632 DOI: 10.1016/j.xcrm.2023.101263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 07/21/2023] [Accepted: 10/10/2023] [Indexed: 11/10/2023]
39
van der Ploeg T, Schalk R, Gobbens RJJ. External Validation of Models for Predicting Disability in Community-Dwelling Older People in the Netherlands: A Comparative Study. Clin Interv Aging 2023;18:1873-1882. [PMID: 38020449 PMCID: PMC10654350 DOI: 10.2147/cia.s428036] [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: 08/17/2023] [Accepted: 11/07/2023] [Indexed: 12/01/2023]  Open
40
Ahmed AR, Aleid SM, Mohammed M. Impact of Modified Atmosphere Packaging Conditions on Quality of Dates: Experimental Study and Predictive Analysis Using Artificial Neural Networks. Foods 2023;12:3811. [PMID: 37893704 PMCID: PMC10606818 DOI: 10.3390/foods12203811] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 10/09/2023] [Accepted: 10/16/2023] [Indexed: 10/29/2023]  Open
41
Ward R, Obeid JS, Jennings L, Szwast E, Hayes WG, Pipaliya R, Bailey C, Faul S, Polyak B, Baker GH, McCauley JL, Lenert LA. Enhanced phenotypes for identifying opioid overdose in emergency department visit electronic health record data. JAMIA Open 2023;6:ooad081. [PMID: 38486917 PMCID: PMC10938047 DOI: 10.1093/jamiaopen/ooad081] [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: 05/31/2023] [Revised: 08/22/2023] [Accepted: 08/29/2023] [Indexed: 03/17/2024]  Open
42
Nguyen QTN, Nguyen P, Wang C, Phuc PT, Lin R, Hung C, Kuo N, Cheng Y, Lin S, Hsieh Z, Cheng C, Hsu M, Hsu JC. Machine learning approaches for predicting 5-year breast cancer survival: A multicenter study. Cancer Sci 2023;114:4063-4072. [PMID: 37489252 PMCID: PMC10551582 DOI: 10.1111/cas.15917] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 06/27/2023] [Accepted: 07/05/2023] [Indexed: 07/26/2023]  Open
43
Ribeiro PR, Gindri M, Macedo Junior GL, Herbster CJL, Pereira ES, Biagioli B, Teixeira IAMA. Modeling Gastrointestinal Tract Wet Pool Size in Small Ruminants. Animals (Basel) 2023;13:2909. [PMID: 37760309 PMCID: PMC10525868 DOI: 10.3390/ani13182909] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 08/27/2023] [Accepted: 08/31/2023] [Indexed: 09/29/2023]  Open
44
Shiner A, Kiss A, Saednia K, Jerzak KJ, Gandhi S, Lu FI, Emmenegger U, Fleshner L, Lagree A, Alera MA, Bielecki M, Law E, Law B, Kam D, Klein J, Pinard CJ, Shenfield A, Sadeghi-Naini A, Tran WT. Predicting Patterns of Distant Metastasis in Breast Cancer Patients following Local Regional Therapy Using Machine Learning. Genes (Basel) 2023;14:1768. [PMID: 37761908 PMCID: PMC10531341 DOI: 10.3390/genes14091768] [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: 08/01/2023] [Revised: 09/05/2023] [Accepted: 09/06/2023] [Indexed: 09/29/2023]  Open
45
Li B, Gatsonis C, Dahabreh IJ, Steingrimsson JA. Estimating the area under the ROC curve when transporting a prediction model to a target population. Biometrics 2023;79:2382-2393. [PMID: 36385607 PMCID: PMC10188769 DOI: 10.1111/biom.13796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Accepted: 10/10/2022] [Indexed: 11/19/2022]
46
Klement W, El Emam K. Consolidated Reporting Guidelines for Prognostic and Diagnostic Machine Learning Modeling Studies: Development and Validation. J Med Internet Res 2023;25:e48763. [PMID: 37651179 PMCID: PMC10502599 DOI: 10.2196/48763] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 07/11/2023] [Accepted: 07/31/2023] [Indexed: 09/01/2023]  Open
47
Shi Y, Du Z, Zhang J, Han F, Chen F, Wang D, Liu M, Zhang H, Dong C, Sui S. Construction and evaluation of hourly average indoor PM2.5 concentration prediction models based on multiple types of places. Front Public Health 2023;11:1213453. [PMID: 37637795 PMCID: PMC10447970 DOI: 10.3389/fpubh.2023.1213453] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 07/28/2023] [Indexed: 08/29/2023]  Open
48
Srinivasagan R, Mohammed M, Alzahrani A. TinyML-Sensor for Shelf Life Estimation of Fresh Date Fruits. SENSORS (BASEL, SWITZERLAND) 2023;23:7081. [PMID: 37631618 PMCID: PMC10457898 DOI: 10.3390/s23167081] [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: 06/22/2023] [Revised: 08/02/2023] [Accepted: 08/08/2023] [Indexed: 08/27/2023]
49
Tanaka MD, Geubels BM, Grotenhuis BA, Marijnen CAM, Peters FP, van der Mierden S, Maas M, Couwenberg AM. Validated Pretreatment Prediction Models for Response to Neoadjuvant Therapy in Patients with Rectal Cancer: A Systematic Review and Critical Appraisal. Cancers (Basel) 2023;15:3945. [PMID: 37568760 PMCID: PMC10417363 DOI: 10.3390/cancers15153945] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 07/27/2023] [Accepted: 07/27/2023] [Indexed: 08/13/2023]  Open
50
Ji Z, Li X, Lei S, Xu J, Xie Y. A pooled analysis of the risk prediction models for mortality in acute exacerbation of chronic obstructive pulmonary disease. THE CLINICAL RESPIRATORY JOURNAL 2023;17:707-718. [PMID: 36945821 PMCID: PMC10435958 DOI: 10.1111/crj.13606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Revised: 02/17/2023] [Accepted: 03/13/2023] [Indexed: 03/23/2023]
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