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For: Eloranta S, Boman M. Predictive models for clinical decision making: Deep dives in practical machine learning. J Intern Med 2022;292:278-295. [PMID: 35426190 PMCID: PMC9544754 DOI: 10.1111/joim.13483] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Number Cited by Other Article(s)
1
Xing J, Wei D, Zhou S, Wang T, Huang Y, Chen H. A Comprehensive Study on Self-Learning Methods and Implications to Autonomous Driving. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2025;36:7786-7805. [PMID: 39222454 DOI: 10.1109/tnnls.2024.3440498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
2
Charoenchue P, Khorana J, Tantraworasin A, Pojchamarnwiputh S, Na Chiangmai W, Amantakul A, Chitapanarux T, Inmutto N. Simple Clinical Prediction Rules for Identifying Significant Liver Fibrosis: Evaluation of Established Scores and Development of the Aspartate Aminotransferase-Thrombocytopenia-Albumin (ATA) Score. Diagnostics (Basel) 2025;15:1119. [PMID: 40361937 PMCID: PMC12071440 DOI: 10.3390/diagnostics15091119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2025] [Revised: 04/17/2025] [Accepted: 04/21/2025] [Indexed: 05/15/2025]  Open
3
Cao T, Xu B, Li S, Qiu Y, Chen J, Wu H, Cai H. Bioenergetic biomarkers as predictive indicators and their relationship with cognitive function in newly diagnosed, drug-naïve patients with bipolar disorder. Transl Psychiatry 2025;15:148. [PMID: 40229236 PMCID: PMC11997040 DOI: 10.1038/s41398-025-03367-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Revised: 03/14/2025] [Accepted: 03/31/2025] [Indexed: 04/16/2025]  Open
4
Kruczkowska W, Gałęziewska J, Kciuk M, Kałuzińska-Kołat Ż, Zhao LY, Kołat D. Radiomics and clinicoradiological factors as a promising approach for predicting microvascular invasion in hepatitis B-related hepatocellular carcinoma. World J Gastroenterol 2025;31:101903. [PMID: 40124274 PMCID: PMC11924010 DOI: 10.3748/wjg.v31.i11.101903] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2024] [Revised: 01/29/2025] [Accepted: 02/12/2025] [Indexed: 03/13/2025]  Open
5
Rafiei M, Das S, Bakhtiari M, Roos EM, Skou ST, Grønne DT, Baumbach J, Baumbach L. Personalized Predictions for Changes in Knee Pain Among Patients With Osteoarthritis Participating in Supervised Exercise and Education: Prognostic Model Study. JMIR Rehabil Assist Technol 2025;12:e60162. [PMID: 40116731 PMCID: PMC11951821 DOI: 10.2196/60162] [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: 05/05/2024] [Revised: 01/08/2025] [Accepted: 01/16/2025] [Indexed: 03/23/2025]  Open
6
Thomas J, Lucht A, Segler J, Wundrack R, Miché M, Lieb R, Kuchinke L, Meinlschmidt G. An Explainable Artificial Intelligence Text Classifier for Suicidality Prediction in Youth Crisis Text Line Users: Development and Validation Study. JMIR Public Health Surveill 2025;11:e63809. [PMID: 39879608 PMCID: PMC11822322 DOI: 10.2196/63809] [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: 07/01/2024] [Revised: 08/30/2024] [Accepted: 11/07/2024] [Indexed: 01/31/2025]  Open
7
Sel K, Hawkins-Daarud A, Chaudhuri A, Osman D, Bahai A, Paydarfar D, Willcox K, Chung C, Jafari R. Survey and perspective on verification, validation, and uncertainty quantification of digital twins for precision medicine. NPJ Digit Med 2025;8:40. [PMID: 39825103 PMCID: PMC11742391 DOI: 10.1038/s41746-025-01447-y] [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: 10/21/2024] [Accepted: 01/13/2025] [Indexed: 01/20/2025]  Open
8
Sobaih AEE, Chaibi A, Brini R, Abdelghani Ibrahim TM. Unlocking Patient Resistance to AI in Healthcare: A Psychological Exploration. Eur J Investig Health Psychol Educ 2025;15:6. [PMID: 39852189 PMCID: PMC11765336 DOI: 10.3390/ejihpe15010006] [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: 10/13/2024] [Revised: 12/20/2024] [Accepted: 12/24/2024] [Indexed: 01/26/2025]  Open
9
Zhang G, Zhang S, Zhang H, Wu R, Zheng H. Reply to: Addressing Bias in Feature Importance: A Hybrid Approach for Risk Prediction in Prognostic Survival Models. JCO Precis Oncol 2025;9:e2400875. [PMID: 39787464 DOI: 10.1200/po-24-00875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2024] [Accepted: 12/08/2024] [Indexed: 01/12/2025]  Open
10
Oh SH, Lee JH, Hong JY, Jung JY, Ko KA, Lee JS. Development of a survey-based stacked ensemble predictive model for autonomy preferences in patients with periodontal disease. J Dent 2025;152:105467. [PMID: 39566713 DOI: 10.1016/j.jdent.2024.105467] [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: 08/13/2024] [Revised: 11/03/2024] [Accepted: 11/15/2024] [Indexed: 11/22/2024]  Open
11
Patel J, Hung C, Katapally TR. Evaluating predictive artificial intelligence approaches used in mobile health platforms to forecast mental health symptoms among youth: a systematic review. Psychiatry Res 2025;343:116277. [PMID: 39616981 DOI: 10.1016/j.psychres.2024.116277] [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: 05/19/2024] [Revised: 09/15/2024] [Accepted: 11/17/2024] [Indexed: 12/16/2024]
12
Uryga A, Mataczyński C, Pelah AI, Burzyńska M, Robba C, Czosnyka M. Exploration of simultaneous transients between cerebral hemodynamics and the autonomic nervous system using windowed time-lagged cross-correlation matrices: a CENTER-TBI study. Acta Neurochir (Wien) 2024;166:504. [PMID: 39680255 PMCID: PMC11649841 DOI: 10.1007/s00701-024-06375-6] [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: 10/11/2024] [Accepted: 11/20/2024] [Indexed: 12/17/2024]
13
Kang MJ, Rossetti SC, Lowenthal G, Knaplund C, Zhou L, Schnock KO, Cato KD, Dykes PC. Designing and testing clinical simulations of an early warning system for implementation in acute care settings. JAMIA Open 2024;7:ooae092. [PMID: 39415945 PMCID: PMC11483109 DOI: 10.1093/jamiaopen/ooae092] [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: 09/11/2023] [Revised: 06/20/2024] [Accepted: 09/11/2024] [Indexed: 10/19/2024]  Open
14
Yu Q, Hou Z, Wang Z. Predictive modeling of preoperative acute heart failure in older adults with hypertension: a dual perspective of SHAP values and interaction analysis. BMC Med Inform Decis Mak 2024;24:329. [PMID: 39506761 PMCID: PMC11539738 DOI: 10.1186/s12911-024-02734-6] [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: 05/12/2024] [Accepted: 10/23/2024] [Indexed: 11/08/2024]  Open
15
Sekaran K, Zayed H. Identification of novel hypertension biomarkers using explainable AI and metabolomics. Metabolomics 2024;20:124. [PMID: 39489869 PMCID: PMC11532322 DOI: 10.1007/s11306-024-02182-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Accepted: 09/25/2024] [Indexed: 11/05/2024]
16
Simpson S, Zhong W, Mehdipour S, Armaneous M, Sathish V, Walker N, Said ET, Gabriel RA. Classifying High-Risk Patients for Persistent Opioid Use After Major Spine Surgery: A Machine-Learning Approach. Anesth Analg 2024;139:690-699. [PMID: 39284134 PMCID: PMC11972282 DOI: 10.1213/ane.0000000000006832] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/27/2025]
17
Brahimllari O, Eloranta S, Georgii-Hemming P, Haider Z, Koch S, Krstic A, Skarp FP, Rosenquist R, Smedby KE, Taylan F, Thorvaldsdottir B, Wirta V, Wästerlid T, Boman M. Smart variant filtering - A blueprint solution for massively parallel sequencing-based variant analysis. Health Informatics J 2024;30:14604582241290725. [PMID: 39394057 DOI: 10.1177/14604582241290725] [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: 10/13/2024]
18
Filetti S, Fenza G, Gallo A. Research design and writing of scholarly articles: new artificial intelligence tools available for researchers. Endocrine 2024;85:1104-1116. [PMID: 39085566 DOI: 10.1007/s12020-024-03977-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Accepted: 07/22/2024] [Indexed: 08/02/2024]
19
Zhang G, Wang Z, Tong Z, Qin Z, Su C, Li D, Xu S, Li K, Zhou Z, Xu Y, Zhang S, Wu R, Li T, Zheng Y, Zhang J, Cheng K, Tang J. AI hybrid survival assessment for advanced heart failure patients with renal dysfunction. Nat Commun 2024;15:6756. [PMID: 39117613 PMCID: PMC11310499 DOI: 10.1038/s41467-024-50415-9] [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: 09/18/2023] [Accepted: 07/10/2024] [Indexed: 08/10/2024]  Open
20
Rodoplu Solovchuk D. Advances in AI-assisted biochip technology for biomedicine. Biomed Pharmacother 2024;177:116997. [PMID: 38943990 DOI: 10.1016/j.biopha.2024.116997] [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: 04/24/2024] [Revised: 06/13/2024] [Accepted: 06/15/2024] [Indexed: 07/01/2024]  Open
21
Park J, Rho MJ, Moon MH. Enhanced deep learning model for precise nodule localization and recurrence risk prediction following curative-intent surgery for lung cancer. PLoS One 2024;19:e0300442. [PMID: 38995927 PMCID: PMC11244817 DOI: 10.1371/journal.pone.0300442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Accepted: 02/27/2024] [Indexed: 07/14/2024]  Open
22
Lin J, Cai B, Lin Q, Lin X, Wang B, Chen X. TLE4 downregulation identified by WGCNA and machine learning algorithm promotes papillary thyroid carcinoma progression via activating JAK/STAT pathway. J Cancer 2024;15:4759-4776. [PMID: 39006072 PMCID: PMC11242334 DOI: 10.7150/jca.95501] [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] [Received: 02/20/2024] [Accepted: 05/02/2024] [Indexed: 07/16/2024]  Open
23
Bark D, Boman M, Depreitere B, Wright DW, Lewén A, Enblad P, Hånell A, Rostami E. Refining outcome prediction after traumatic brain injury with machine learning algorithms. Sci Rep 2024;14:8036. [PMID: 38580767 PMCID: PMC10997790 DOI: 10.1038/s41598-024-58527-4] [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: 09/30/2023] [Accepted: 04/01/2024] [Indexed: 04/07/2024]  Open
24
Rask Kragh Jørgensen R, Bergström F, Eloranta S, Tang Severinsen M, Bjøro Smeland K, Fosså A, Haaber Christensen J, Hutchings M, Bo Dahl-Sørensen R, Kamper P, Glimelius I, E Smedby K, K Parsons S, Mae Rodday A, J Maurer M, M Evens A, C El-Galaly T, Hjort Jakobsen L. Machine Learning-Based Survival Prediction Models for Progression-Free and Overall Survival in Advanced-Stage Hodgkin Lymphoma. JCO Clin Cancer Inform 2024;8:e2300255. [PMID: 38608215 PMCID: PMC11161240 DOI: 10.1200/cci.23.00255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 02/02/2024] [Accepted: 02/21/2024] [Indexed: 04/14/2024]  Open
25
Maleki Varnosfaderani S, Forouzanfar M. The Role of AI in Hospitals and Clinics: Transforming Healthcare in the 21st Century. Bioengineering (Basel) 2024;11:337. [PMID: 38671759 PMCID: PMC11047988 DOI: 10.3390/bioengineering11040337] [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: 02/28/2024] [Revised: 03/25/2024] [Accepted: 03/26/2024] [Indexed: 04/28/2024]  Open
26
Sáiz-Manzanares MC, Solórzano Mulas A, Escolar-Llamazares MC, Alcantud Marín F, Rodríguez-Arribas S, Velasco-Saiz R. Use of Digitalisation and Machine Learning Techniques in Therapeutic Intervention at Early Ages: Supervised and Unsupervised Analysis. CHILDREN (BASEL, SWITZERLAND) 2024;11:381. [PMID: 38671598 PMCID: PMC11048911 DOI: 10.3390/children11040381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2024] [Revised: 03/15/2024] [Accepted: 03/20/2024] [Indexed: 04/28/2024]
27
Lai J, Yang H, Huang J, He L. Investigating the impact of Wnt pathway-related genes on biomarker and diagnostic model development for osteoporosis in postmenopausal females. Sci Rep 2024;14:2880. [PMID: 38311613 PMCID: PMC10838932 DOI: 10.1038/s41598-024-52429-1] [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: 11/07/2023] [Accepted: 01/18/2024] [Indexed: 02/06/2024]  Open
28
Zantvoort K, Scharfenberger J, Boß L, Lehr D, Funk B. Finding the Best Match - a Case Study on the (Text-)Feature and Model Choice in Digital Mental Health Interventions. JOURNAL OF HEALTHCARE INFORMATICS RESEARCH 2023;7:447-479. [PMID: 37927375 PMCID: PMC10620349 DOI: 10.1007/s41666-023-00148-z] [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: 09/30/2022] [Accepted: 08/29/2023] [Indexed: 11/07/2023]
29
He L, Hu J, Han Y, Xiong W. Predictive modeling of postoperative gastrointestinal dysfunction: the role of serum bilirubin, sodium levels, and surgical duration in gynecological cancer care. BMC Womens Health 2023;23:598. [PMID: 37957730 PMCID: PMC10644577 DOI: 10.1186/s12905-023-02779-1] [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: 06/10/2023] [Accepted: 11/10/2023] [Indexed: 11/15/2023]  Open
30
Gao F, Cho WC, Gao X, Wang W. Editorial: Medical knowledge-assisted machine learning technologies in individualized medicine. Front Mol Biosci 2023;10:1167730. [PMID: 37033449 PMCID: PMC10080393 DOI: 10.3389/fmolb.2023.1167730] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Accepted: 02/20/2023] [Indexed: 04/11/2023]  Open
31
Wang J, Kong C, Pan F, Lu S. Construction and Validation of a Nomogram Clinical Prediction Model for Predicting Osteoporosis in an Asymptomatic Elderly Population in Beijing. J Clin Med 2023;12:1292. [PMID: 36835828 PMCID: PMC9967366 DOI: 10.3390/jcm12041292] [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: 12/23/2022] [Revised: 01/24/2023] [Accepted: 02/01/2023] [Indexed: 02/10/2023]  Open
32
Gosnell JM, Finn MT, Marckini DN, Molla AR, Sowinski HA. Identifying Predictors of Psychological Problems Among Adolescents With Congenital Heart Disease for Referral to Psychological Care: A Pilot Study. CJC PEDIATRIC AND CONGENITAL HEART DISEASE 2023;2:3-11. [PMID: 37970099 PMCID: PMC10642091 DOI: 10.1016/j.cjcpc.2022.12.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Accepted: 12/06/2022] [Indexed: 11/17/2023]
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