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Cai Y, Cai YQ, Tang LY, Wang YH, Gong M, Jing TC, Li HJ, Li-Ling J, Hu W, Yin Z, Gong DX, Zhang GW. Artificial intelligence in the risk prediction models of cardiovascular disease and development of an independent validation screening tool: a systematic review. BMC Med 2024;22:56. [PMID: 38317226 PMCID: PMC10845808 DOI: 10.1186/s12916-024-03273-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2023] [Accepted: 01/23/2024] [Indexed: 02/07/2024]  Open
2
Zhang YB, Yang G, Bu Y, Lei P, Zhang W, Zhang DY. Development of a machine learning-based model for predicting risk of early postoperative recurrence of hepatocellular carcinoma. World J Gastroenterol 2023;29:5804-5817. [PMID: 38074914 PMCID: PMC10701309 DOI: 10.3748/wjg.v29.i43.5804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Revised: 10/07/2023] [Accepted: 11/03/2023] [Indexed: 11/20/2023]  Open
3
Yu C, Wang Z, Wuyun Q, Chen W, Li Z, Shang M, Zhang N. Comparison of various prediction models in the effect of Roux-en-Y gastric bypass on type 2 diabetes in the Chinese population 5 years after surgery. Surg Obes Relat Dis 2023;19:1288-1295. [PMID: 37716844 DOI: 10.1016/j.soard.2023.05.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Revised: 04/18/2023] [Accepted: 05/06/2023] [Indexed: 09/18/2023]
4
Hampton JS, Kenny RP, Rees CJ, Hamilton W, Eastaugh C, Richmond C, Sharp L. The performance of FIT-based and other risk prediction models for colorectal neoplasia in symptomatic patients: a systematic review. EClinicalMedicine 2023;64:102204. [PMID: 37781155 PMCID: PMC10541467 DOI: 10.1016/j.eclinm.2023.102204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Revised: 08/21/2023] [Accepted: 08/28/2023] [Indexed: 10/03/2023]  Open
5
Seah JYH, Yao J, Hong Y, Lim CGY, Sabanayagam C, Nusinovici S, Gardner DSL, Loh M, Müller-Riemenschneider F, Tan CS, Yeo KK, Wong TY, Cheng CY, Ma S, Tai ES, Chambers JC, van Dam RM, Sim X. Risk prediction models for type 2 diabetes using either fasting plasma glucose or HbA1c in Chinese, Malay, and Indians: Results from three multi-ethnic Singapore cohorts. Diabetes Res Clin Pract 2023;203:110878. [PMID: 37591346 DOI: 10.1016/j.diabres.2023.110878] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2023] [Revised: 08/07/2023] [Accepted: 08/14/2023] [Indexed: 08/19/2023]
6
Van Calster B, Steyerberg EW, Wynants L, van Smeden M. There is no such thing as a validated prediction model. BMC Med 2023;21:70. [PMID: 36829188 DOI: 10.1186/s12916-023-02779-w] [Citation(s) in RCA: 30] [Impact Index Per Article: 30.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 02/10/2023] [Indexed: 02/26/2023]  Open
7
Ng K, Anand V, Stavropoulos H, Veijola R, Toppari J, Maziarz M, Lundgren M, Waugh K, Frohnert BI, Martin F, Lou O, Hagopian W, Achenbach P. Quantifying the utility of islet autoantibody levels in the prediction of type 1 diabetes in children. Diabetologia 2023;66:93-104. [PMID: 36195673 PMCID: PMC9729160 DOI: 10.1007/s00125-022-05799-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 08/02/2022] [Indexed: 12/14/2022]
8
Zhong M, Zhang H, Yu C, Jiang J, Duan X. Application of machine learning in predicting the risk of postpartum depression: A systematic review. J Affect Disord 2022;318:364-79. [PMID: 36055532 DOI: 10.1016/j.jad.2022.08.070] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Revised: 08/08/2022] [Accepted: 08/22/2022] [Indexed: 11/20/2022]
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Abhari RE, Thomson B, Yang L, Millwood I, Guo Y, Yang X, Lv J, Avery D, Pei P, Wen P, Yu C, Chen Y, Chen J, Li L, Chen Z, Kartsonaki C. External validation of models for predicting risk of colorectal cancer using the China Kadoorie Biobank. BMC Med 2022;20:302. [PMID: 36071519 PMCID: PMC9454206 DOI: 10.1186/s12916-022-02488-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 07/17/2022] [Indexed: 12/24/2022]  Open
10
Yarborough BJH, Stumbo SP, Schneider JL, Richards JE, Hooker SA, Rossom RC. Patient expectations of and experiences with a suicide risk identification algorithm in clinical practice. BMC Psychiatry 2022;22:494. [PMID: 35870919 PMCID: PMC9308306 DOI: 10.1186/s12888-022-04129-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 07/11/2022] [Indexed: 11/23/2022]  Open
11
Klunder JH, Bordonis V, Heymans MW, van der Roest HG, Declercq A, Smit JH, Garms-Homolova V, Jónsson PV, Finne-Soveri H, Onder G, Joling KJ, Maarsingh OR, van Hout HPJ. Predicting unplanned hospital visits in older home care recipients: a cross-country external validation study. BMC Geriatr 2021;21:551. [PMID: 34649526 PMCID: PMC8515741 DOI: 10.1186/s12877-021-02521-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 09/24/2021] [Indexed: 11/10/2022]  Open
12
Leoce NM, Jin Z, Kehm RD, Roh JM, Laurent CA, Kushi LH, Terry MB. Modeling risks of cardiovascular and cancer mortality following a diagnosis of loco-regional breast cancer. Breast Cancer Res 2021;23:91. [PMID: 34579765 PMCID: PMC8474887 DOI: 10.1186/s13058-021-01469-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Accepted: 09/07/2021] [Indexed: 12/02/2022]  Open
13
Jin M, Lu Z, Zhang X, Wang Y, Wang J, Cai Y, Tian K, Xiong Z, Zhong Q, Ran X, Yang C, Zeng X, Wang L, Li Y, Zhang S, Dong T, Yue X, Li H, Liu B, Chen X, Cui H, Qi J, Fan H, Li H, Yang XP, Hu Z, Wang S, Xiao J, Wang Y, Tian J, Wang Z. Clinical characteristics and risk factors of fatal patients with COVID-19: a retrospective cohort study in Wuhan, China. BMC Infect Dis 2021;21:951. [PMID: 34521370 PMCID: PMC8439538 DOI: 10.1186/s12879-021-06585-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2020] [Accepted: 08/17/2021] [Indexed: 12/15/2022]  Open
14
Friedrich L, Meyer R, Levin G. Management of adnexal mass: A comparison of five national guidelines. Eur J Obstet Gynecol Reprod Biol 2021;265:80-89. [PMID: 34474226 DOI: 10.1016/j.ejogrb.2021.08.020] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Revised: 07/18/2021] [Accepted: 08/22/2021] [Indexed: 11/28/2022]
15
Lenselink C, Ties D, Pleijhuis R, van der Harst P. Validation and comparison of 28 risk prediction models for coronary artery disease. Eur J Prev Cardiol 2021;29:666-674. [PMID: 34329420 DOI: 10.1093/eurjpc/zwab095] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 04/29/2021] [Accepted: 05/18/2021] [Indexed: 12/16/2022]
16
Choi E, Sanyal N, Ding VY, Gardner RM, Aredo JV, Lee J, Wu JT, Hickey TP, Barrett B, Riley TL, Wilkens LR, Leung AN, Le Marchand L, Tammemägi MC, Hung RJ, Amos CI, Freedman ND, Cheng I, Wakelee HA, Han SS. Development and Validation of a Risk Prediction Tool for Second Primary Lung Cancer. J Natl Cancer Inst 2021;114:87-96. [PMID: 34255071 PMCID: PMC8755509 DOI: 10.1093/jnci/djab138] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Revised: 05/04/2021] [Accepted: 07/12/2021] [Indexed: 12/25/2022]  Open
17
Tangri N, Rigatto C. Longitudinal Studies 5: Development of Risk Prediction Models for Patients with Chronic Disease. Methods Mol Biol 2021;2249:179-91. [PMID: 33871844 DOI: 10.1007/978-1-0716-1138-8_10] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
18
Sajid MR, Muhammad N, Zakaria R, Shahbaz A, Bukhari SAC, Kadry S, Suresh A. Nonclinical Features in Predictive Modeling of Cardiovascular Diseases: A Machine Learning Approach. Interdiscip Sci 2021;13:201-211. [PMID: 33675528 DOI: 10.1007/s12539-021-00423-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Revised: 02/08/2021] [Accepted: 02/20/2021] [Indexed: 12/23/2022]
19
Poorthuis MHF, Jones NR, Sherliker P, Clack R, de Borst GJ, Clarke R, Lewington S, Halliday A, Bulbulia R. Utility of risk prediction models to detect atrial fibrillation in screened participants. Eur J Prev Cardiol 2021;28:586-595. [PMID: 33624100 PMCID: PMC8651014 DOI: 10.1093/eurjpc/zwaa082] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Revised: 09/01/2020] [Accepted: 09/23/2020] [Indexed: 12/18/2022]
20
Kam H, Tu Y, Pan J, Han J, Zhang P, Bao Y, Yu H. Comparison of Four Risk Prediction Models for Diabetes Remission after Roux-en-Y Gastric Bypass Surgery in Obese Chinese Patients with Type 2 Diabetes Mellitus. Obes Surg 2021;30:2147-2157. [PMID: 31898049 DOI: 10.1007/s11695-019-04371-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis</