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For: Rajkomar A, Oren E, Chen K, Dai AM, Hajaj N, Hardt M, Liu PJ, Liu X, Marcus J, Sun M, Sundberg P, Yee H, Zhang K, Zhang Y, Flores G, Duggan GE, Irvine J, Le Q, Litsch K, Mossin A, Tansuwan J, Wang D, Wexler J, Wilson J, Ludwig D, Volchenboum SL, Chou K, Pearson M, Madabushi S, Shah NH, Butte AJ, Howell MD, Cui C, Corrado GS, Dean J. Scalable and accurate deep learning with electronic health records. NPJ Digit Med 2018;1:18. [PMID: 31304302 PMCID: PMC6550175 DOI: 10.1038/s41746-018-0029-1] [Citation(s) in RCA: 899] [Impact Index Per Article: 149.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2018] [Revised: 03/14/2018] [Accepted: 03/26/2018] [Indexed: 12/17/2022]  Open
Number Cited by Other Article(s)
1
Schiffer-Kane K, Liu C, Callahan TJ, Ta C, Nestor JG, Weng C. Converting OMOP CDM to phenopackets: A model alignment and patient data representation evaluation. J Biomed Inform 2024;155:104659. [PMID: 38777085 PMCID: PMC11181468 DOI: 10.1016/j.jbi.2024.104659] [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: 12/06/2023] [Revised: 05/11/2024] [Accepted: 05/18/2024] [Indexed: 05/25/2024]
2
Ge Q, Lu X, Jiang R, Zhang Y, Zhuang X. Data mining and machine learning in HIV infection risk research: An overview and recommendations. Artif Intell Med 2024;153:102887. [PMID: 38735156 DOI: 10.1016/j.artmed.2024.102887] [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: 08/22/2023] [Revised: 03/07/2024] [Accepted: 04/27/2024] [Indexed: 05/14/2024]
3
Loutati R, Ben-Yehuda A, Rosenberg S, Rottenberg Y. Multimodal Machine Learning for Prediction of 30-Day Readmission Risk in Elderly Population. Am J Med 2024;137:617-628. [PMID: 38588939 DOI: 10.1016/j.amjmed.2024.04.002] [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: 02/12/2024] [Revised: 04/01/2024] [Accepted: 04/01/2024] [Indexed: 04/10/2024]
4
Guo LL, Fries J, Steinberg E, Fleming SL, Morse K, Aftandilian C, Posada J, Shah N, Sung L. A multi-center study on the adaptability of a shared foundation model for electronic health records. NPJ Digit Med 2024;7:171. [PMID: 38937550 PMCID: PMC11211479 DOI: 10.1038/s41746-024-01166-w] [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: 12/07/2023] [Accepted: 06/12/2024] [Indexed: 06/29/2024]  Open
5
Vabalas A, Hartonen T, Vartiainen P, Jukarainen S, Viippola E, Rodosthenous RS, Liu A, Hägg S, Perola M, Ganna A. Deep learning-based prediction of one-year mortality in Finland is an accurate but unfair aging marker. NATURE AGING 2024:10.1038/s43587-024-00657-5. [PMID: 38914859 DOI: 10.1038/s43587-024-00657-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 05/27/2024] [Indexed: 06/26/2024]
6
Burton J, Farrell S, Mäntylä Noble PJ, Al Moubayed N. Explainable text-tabular models for predicting mortality risk in companion animals. Sci Rep 2024;14:14217. [PMID: 38902282 PMCID: PMC11190214 DOI: 10.1038/s41598-024-64551-1] [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: 11/22/2023] [Accepted: 06/10/2024] [Indexed: 06/22/2024]  Open
7
Hasan F, Muhtar MS, Wu D, Chen PY, Hsu MH, Nguyen PA, Chen TJ, Chiu HY. Web-based artificial intelligence to predict cognitive impairment following stroke: A multicenter study. J Stroke Cerebrovasc Dis 2024;33:107826. [PMID: 38908612 DOI: 10.1016/j.jstrokecerebrovasdis.2024.107826] [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: 01/24/2024] [Revised: 06/05/2024] [Accepted: 06/18/2024] [Indexed: 06/24/2024]  Open
8
Doolub G, Khurshid S, Theriault-Lauzier P, Nolin Lapalme A, Tastet O, So D, Langlais EL, Cobin D, Avram R. Revolutionizing Acute Cardiac Care with Artificial Intelligence: Opportunities and Challenges. Can J Cardiol 2024:S0828-282X(24)00443-4. [PMID: 38901544 DOI: 10.1016/j.cjca.2024.06.011] [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: 02/06/2024] [Revised: 05/29/2024] [Accepted: 06/12/2024] [Indexed: 06/22/2024]  Open
9
Garcia-Vozmediano A, Maurella C, Ceballos LA, Crescio E, Meo R, Martelli W, Pitti M, Lombardi D, Meloni D, Pasqualini C, Ru G. Machine learning approach as an early warning system to prevent foodborne Salmonella outbreaks in northwestern Italy. Vet Res 2024;55:72. [PMID: 38840261 PMCID: PMC11154984 DOI: 10.1186/s13567-024-01323-9] [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: 03/03/2023] [Accepted: 04/15/2024] [Indexed: 06/07/2024]  Open
10
Nedbal C, Adithya S, Naik N, Gite S, Juliebø-Jones P, Somani BK. Can Machine Learning Correctly Predict Outcomes of Flexible Ureteroscopy with Laser Lithotripsy for Kidney Stone Disease? Results from a Large Endourology University Centre. EUR UROL SUPPL 2024;64:30-37. [PMID: 38832122 PMCID: PMC11145425 DOI: 10.1016/j.euros.2024.05.004] [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: 05/12/2024] [Indexed: 06/05/2024]  Open
11
Li R, Xu Z, Xu J, Pan X, Wu H, Huang X, Feng M. Predicting intubation for intensive care units patients: A deep learning approach to improve patient management. Int J Med Inform 2024;186:105425. [PMID: 38554589 DOI: 10.1016/j.ijmedinf.2024.105425] [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: 10/24/2023] [Revised: 01/19/2024] [Accepted: 03/20/2024] [Indexed: 04/01/2024]
12
Brosula R, Corbin CK, Chen JH. Pathophysiological Features in Electronic Medical Records Sustain Model Performance under Temporal Dataset Shift. AMIA JOINT SUMMITS ON TRANSLATIONAL SCIENCE PROCEEDINGS. AMIA JOINT SUMMITS ON TRANSLATIONAL SCIENCE 2024;2024:95-104. [PMID: 38827052 PMCID: PMC11141811] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 06/04/2024]
13
Mei Y, Jin Z, Ma W, Ma Y, Deng N, Fan Z, Wei S. Optimizing Acute Coronary Syndrome Patient Treatment: Leveraging Gated Transformer Models for Precise Risk Prediction and Management. Bioengineering (Basel) 2024;11:551. [PMID: 38927787 PMCID: PMC11200962 DOI: 10.3390/bioengineering11060551] [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: 04/26/2024] [Revised: 05/17/2024] [Accepted: 05/27/2024] [Indexed: 06/28/2024]  Open
14
Garbazza C, Mangili F, D'Onofrio TA, Malpetti D, Riccardi S, Cicolin A, D'Agostino A, Cirignotta F, Manconi M. A machine learning model to predict the risk of perinatal depression: Psychosocial and sleep-related factors in the Life-ON study cohort. Psychiatry Res 2024;337:115957. [PMID: 38788556 DOI: 10.1016/j.psychres.2024.115957] [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: 09/22/2023] [Revised: 05/06/2024] [Accepted: 05/09/2024] [Indexed: 05/26/2024]
15
Steinfeldt J, Wild B, Buergel T, Pietzner M, Upmeier Zu Belzen J, Vauvelle A, Hegselmann S, Denaxas S, Hemingway H, Langenberg C, Landmesser U, Deanfield J, Eils R. Medical history predicts phenome-wide disease onset and enables the rapid response to emerging health threats. Nat Commun 2024;15:4257. [PMID: 38763986 PMCID: PMC11102902 DOI: 10.1038/s41467-024-48568-8] [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: 11/17/2023] [Accepted: 05/03/2024] [Indexed: 05/21/2024]  Open
16
Ma SP, Rohatgi N, Chen JH. The promises and limitations of artificial intelligence for quality improvement, patient safety, and research in hospital medicine. J Hosp Med 2024. [PMID: 38751246 DOI: 10.1002/jhm.13404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 02/01/2024] [Accepted: 04/30/2024] [Indexed: 05/31/2024]
17
Bhatia A, Khalvati F, Ertl-Wagner BB. Artificial Intelligence in the Future Landscape of Pediatric Neuroradiology: Opportunities and Challenges. AJNR Am J Neuroradiol 2024;45:549-553. [PMID: 38176730 DOI: 10.3174/ajnr.a8086] [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: 08/22/2023] [Accepted: 10/17/2023] [Indexed: 01/06/2024]
18
Zeng S, Qing Q, Xu W, Yu S, Zheng M, Tan H, Peng J, Huang J. Personalized anesthesia and precision medicine: a comprehensive review of genetic factors, artificial intelligence, and patient-specific factors. Front Med (Lausanne) 2024;11:1365524. [PMID: 38784235 PMCID: PMC11111965 DOI: 10.3389/fmed.2024.1365524] [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: 01/04/2024] [Accepted: 04/22/2024] [Indexed: 05/25/2024]  Open
19
Johnson R, Stephens AV, Mester R, Knyazev S, Kohn LA, Freund MK, Bondhus L, Hill BL, Schwarz T, Zaitlen N, Arboleda VA, A Bastarache L, Pasaniuc B, Butte MJ. Electronic health record signatures identify undiagnosed patients with common variable immunodeficiency disease. Sci Transl Med 2024;16:eade4510. [PMID: 38691621 DOI: 10.1126/scitranslmed.ade4510] [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: 08/17/2022] [Accepted: 04/10/2024] [Indexed: 05/03/2024]
20
Qiao S, Li X, Olatosi B, Young SD. Utilizing Big Data analytics and electronic health record data in HIV prevention, treatment, and care research: a literature review. AIDS Care 2024;36:583-603. [PMID: 34260325 DOI: 10.1080/09540121.2021.1948499] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Accepted: 06/22/2021] [Indexed: 01/07/2023]
21
Onnis C, van Assen M, Muscogiuri E, Muscogiuri G, Gershon G, Saba L, De Cecco CN. The Role of Artificial Intelligence in Cardiac Imaging. Radiol Clin North Am 2024;62:473-488. [PMID: 38553181 DOI: 10.1016/j.rcl.2024.01.002] [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: 04/02/2024]
22
Mathis M, Steffner KR, Subramanian H, Gill GP, Girardi NI, Bansal S, Bartels K, Khanna AK, Huang J. Overview and Clinical Applications of Artificial Intelligence and Machine Learning in Cardiac Anesthesiology. J Cardiothorac Vasc Anesth 2024;38:1211-1220. [PMID: 38453558 PMCID: PMC10999327 DOI: 10.1053/j.jvca.2024.02.004] [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: 12/25/2023] [Revised: 01/30/2024] [Accepted: 02/05/2024] [Indexed: 03/09/2024]
23
Pang R, Sang H, Yi L, Gao C, Xu H, Wei Y, Zhang L, Sun J. Working memory load recognition with deep learning time series classification. BIOMEDICAL OPTICS EXPRESS 2024;15:2780-2797. [PMID: 38855665 PMCID: PMC11161351 DOI: 10.1364/boe.516063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 01/19/2024] [Accepted: 01/31/2024] [Indexed: 06/11/2024]
24
Gunčar G, Kukar M, Smole T, Moškon S, Vovko T, Podnar S, Černelč P, Brvar M, Notar M, Köster M, Jelenc MT, Osterc Ž, Notar M. Differentiating viral and bacterial infections: A machine learning model based on routine blood test values. Heliyon 2024;10:e29372. [PMID: 38644832 PMCID: PMC11033127 DOI: 10.1016/j.heliyon.2024.e29372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 04/02/2024] [Accepted: 04/07/2024] [Indexed: 04/23/2024]  Open
25
Wu JCH, Liao NC, Yang TH, Hsieh CC, Huang JA, Pai YW, Huang YJ, Wu CL, Lu HHS. Deep-Learning-Based Automated Anomaly Detection of EEGs in Intensive Care Units. Bioengineering (Basel) 2024;11:421. [PMID: 38790288 PMCID: PMC11118603 DOI: 10.3390/bioengineering11050421] [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: 03/27/2024] [Revised: 04/20/2024] [Accepted: 04/23/2024] [Indexed: 05/26/2024]  Open
26
Chen F, Wang L, Hong J, Jiang J, Zhou L. Unmasking bias in artificial intelligence: a systematic review of bias detection and mitigation strategies in electronic health record-based models. J Am Med Inform Assoc 2024;31:1172-1183. [PMID: 38520723 PMCID: PMC11031231 DOI: 10.1093/jamia/ocae060] [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: 10/23/2023] [Revised: 02/26/2024] [Accepted: 03/05/2024] [Indexed: 03/25/2024]  Open
27
Kaplan A, Ladin K, Junna S, Lindenberger E, Ufere NN. Serious Illness Communication in Cirrhosis Care: Tools to Improve Illness Understanding, Prognostic Understanding, and Care Planning. GASTRO HEP ADVANCES 2024;3:634-645. [PMID: 38873184 PMCID: PMC11175167 DOI: 10.1016/j.gastha.2024.04.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/15/2024]
28
Metta C, Beretta A, Pellungrini R, Rinzivillo S, Giannotti F. Towards Transparent Healthcare: Advancing Local Explanation Methods in Explainable Artificial Intelligence. Bioengineering (Basel) 2024;11:369. [PMID: 38671790 PMCID: PMC11048122 DOI: 10.3390/bioengineering11040369] [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: 03/15/2024] [Revised: 04/09/2024] [Accepted: 04/10/2024] [Indexed: 04/28/2024]  Open
29
Padula WV, Armstrong DG, Pronovost PJ, Saria S. Predicting pressure injury risk in hospitalised patients using machine learning with electronic health records: a US multilevel cohort study. BMJ Open 2024;14:e082540. [PMID: 38594078 PMCID: PMC11146395 DOI: 10.1136/bmjopen-2023-082540] [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: 11/26/2023] [Accepted: 03/06/2024] [Indexed: 04/11/2024]  Open
30
Fogleman BM, Goldman M, Holland AB, Dyess G, Patel A. Charting Tomorrow's Healthcare: A Traditional Literature Review for an Artificial Intelligence-Driven Future. Cureus 2024;16:e58032. [PMID: 38738104 PMCID: PMC11088287 DOI: 10.7759/cureus.58032] [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: 04/11/2024] [Indexed: 05/14/2024]  Open
31
Singh H, Nim DK, Randhawa AS, Ahluwalia S. Integrating clinical pharmacology and artificial intelligence: potential benefits, challenges, and role of clinical pharmacologists. Expert Rev Clin Pharmacol 2024;17:381-391. [PMID: 38340012 DOI: 10.1080/17512433.2024.2317963] [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: 10/27/2023] [Accepted: 02/08/2024] [Indexed: 02/12/2024]
32
Uche-Anya EN, Gerke S, Berzin TM. Video Endoscopy as Big Data: Balancing Privacy and Progress in Gastroenterology. Am J Gastroenterol 2024;119:600-605. [PMID: 37975601 PMCID: PMC10984632 DOI: 10.14309/ajg.0000000000002597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2023] [Accepted: 11/03/2023] [Indexed: 11/19/2023]
33
Lequertier V, Wang T, Fondrevelle J, Augusto V, Polazzi S, Duclos A. Length of Stay Prediction With Standardized Hospital Data From Acute and Emergency Care Using a Deep Neural Network. Med Care 2024;62:225-234. [PMID: 38345863 DOI: 10.1097/mlr.0000000000001975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/10/2024]
34
Huang MS, Han JC, Lin PY, You YT, Tsai RTH, Hsu WL. Surveying biomedical relation extraction: a critical examination of current datasets and the proposal of a new resource. Brief Bioinform 2024;25:bbae132. [PMID: 38609331 PMCID: PMC11014787 DOI: 10.1093/bib/bbae132] [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: 06/16/2023] [Revised: 11/06/2023] [Accepted: 03/02/2023] [Indexed: 04/14/2024]  Open
35
Duffourc MN, Gerke S. Health Care AI and Patient Privacy-Dinerstein v Google. JAMA 2024;331:909-910. [PMID: 38373004 DOI: 10.1001/jama.2024.1110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/20/2024]
36
Thakkar A, Gupta A, De Sousa A. Artificial intelligence in positive mental health: a narrative review. Front Digit Health 2024;6:1280235. [PMID: 38562663 PMCID: PMC10982476 DOI: 10.3389/fdgth.2024.1280235] [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: 08/25/2023] [Accepted: 02/26/2024] [Indexed: 04/04/2024]  Open
37
Wang Y, Yin C, Zhang P. Multimodal risk prediction with physiological signals, medical images and clinical notes. Heliyon 2024;10:e26772. [PMID: 38455585 PMCID: PMC10918115 DOI: 10.1016/j.heliyon.2024.e26772] [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: 10/06/2023] [Revised: 02/17/2024] [Accepted: 02/20/2024] [Indexed: 03/09/2024]  Open
38
Kowadlo G, Mittelberg Y, Ghomlaghi M, Stiglitz DK, Kishore K, Guha R, Nazareth J, Weinberg L. Development and validation of 'Patient Optimizer' (POP) algorithms for predicting surgical risk with machine learning. BMC Med Inform Decis Mak 2024;24:70. [PMID: 38468330 DOI: 10.1186/s12911-024-02463-w] [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: 02/21/2023] [Accepted: 02/20/2024] [Indexed: 03/13/2024]  Open
39
Omar R, Tavolacci SC, Liou L, Villavisanis DF, Broza YY, Haick H. Real-time prognostic biomarkers for predicting in-hospital mortality and cardiac complications in COVID-19 patients. PLOS GLOBAL PUBLIC HEALTH 2024;4:e0002836. [PMID: 38446834 PMCID: PMC10917247 DOI: 10.1371/journal.pgph.0002836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Accepted: 02/07/2024] [Indexed: 03/08/2024]
40
Dai L, Yang X, Li H, Zhao X, Lin L, Jiang Y, Wang Y, Li Z, Shen H. A clinically actionable and explainable real-time risk assessment framework for stroke-associated pneumonia. Artif Intell Med 2024;149:102772. [PMID: 38462273 DOI: 10.1016/j.artmed.2024.102772] [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: 08/02/2022] [Revised: 12/13/2023] [Accepted: 01/14/2024] [Indexed: 03/12/2024]
41
Connor CW. Understanding New Machine Learning Architectures: Practical Generative Artificial Intelligence for Anesthesiologists. Anesthesiology 2024;140:599-609. [PMID: 38349761 PMCID: PMC10868863 DOI: 10.1097/aln.0000000000004841] [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] [Indexed: 02/15/2024]
42
Morera H, Dave P, Kolinko Y, Alahmari S, Anderson A, Denham G, Davis C, Riano J, Goldgof D, Hall LO, Harry GJ, Mouton PR. A novel deep learning-based method for automatic stereology of microglia cells from low magnification images. Neurotoxicol Teratol 2024;102:107336. [PMID: 38402997 DOI: 10.1016/j.ntt.2024.107336] [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: 11/09/2023] [Revised: 01/31/2024] [Accepted: 02/21/2024] [Indexed: 02/27/2024]
43
AlSaad R, Malluhi Q, Abd-Alrazaq A, Boughorbel S. Temporal self-attention for risk prediction from electronic health records using non-stationary kernel approximation. Artif Intell Med 2024;149:102802. [PMID: 38462292 DOI: 10.1016/j.artmed.2024.102802] [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: 11/03/2022] [Revised: 09/27/2023] [Accepted: 02/03/2024] [Indexed: 03/12/2024]
44
Pedersen CF, Andersen MØ, Carreon LY, Skov ST, Doering P, Eiskjær S. PROPOSE. Development and validation of a prediction model for shared decision making for patients with lumbar spinal stenosis. NORTH AMERICAN SPINE SOCIETY JOURNAL 2024;17:100309. [PMID: 38304320 PMCID: PMC10831309 DOI: 10.1016/j.xnsj.2024.100309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 01/05/2024] [Accepted: 01/05/2024] [Indexed: 02/03/2024]
45
Zhao G, Chen X, Zhu M, Liu Y, Wang Y. Exploring the application and future outlook of Artificial intelligence in pancreatic cancer. Front Oncol 2024;14:1345810. [PMID: 38450187 PMCID: PMC10915754 DOI: 10.3389/fonc.2024.1345810] [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: 11/28/2023] [Accepted: 01/29/2024] [Indexed: 03/08/2024]  Open
46
Lindley S, Lu Y, Shukla D. The Experimentalist's Guide to Machine Learning for Small Molecule Design. ACS APPLIED BIO MATERIALS 2024;7:657-684. [PMID: 37535819 PMCID: PMC10880109 DOI: 10.1021/acsabm.3c00054] [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: 01/19/2023] [Accepted: 07/17/2023] [Indexed: 08/05/2023]
47
Gala D, Behl H, Shah M, Makaryus AN. The Role of Artificial Intelligence in Improving Patient Outcomes and Future of Healthcare Delivery in Cardiology: A Narrative Review of the Literature. Healthcare (Basel) 2024;12:481. [PMID: 38391856 PMCID: PMC10887513 DOI: 10.3390/healthcare12040481] [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: 11/12/2023] [Revised: 02/13/2024] [Accepted: 02/14/2024] [Indexed: 02/24/2024]  Open
48
Lin H, Ni L, Phuong C, Hong JC. Natural Language Processing for Radiation Oncology: Personalizing Treatment Pathways. Pharmgenomics Pers Med 2024;17:65-76. [PMID: 38370334 PMCID: PMC10874185 DOI: 10.2147/pgpm.s396971] [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: 08/23/2023] [Accepted: 01/29/2024] [Indexed: 02/20/2024]  Open
49
Kumar D, Suthar N. Predictive analytics and early intervention in healthcare social work: a scoping review. SOCIAL WORK IN HEALTH CARE 2024;63:208-229. [PMID: 38349783 DOI: 10.1080/00981389.2024.2316700] [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: 06/15/2023] [Accepted: 01/05/2024] [Indexed: 02/15/2024]
50
Ávila-Jiménez JL, Cantón-Habas V, Carrera-González MDP, Rich-Ruiz M, Ventura S. A deep learning model for Alzheimer's disease diagnosis based on patient clinical records. Comput Biol Med 2024;169:107814. [PMID: 38113682 DOI: 10.1016/j.compbiomed.2023.107814] [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: 05/06/2023] [Revised: 11/19/2023] [Accepted: 12/03/2023] [Indexed: 12/21/2023]
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