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For: Komorowski M. Artificial intelligence in intensive care: are we there yet? Intensive Care Med 2019;45:1298-300. [DOI: 10.1007/s00134-019-05662-6] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2019] [Accepted: 05/07/2019] [Indexed: 10/26/2022]
Number Cited by Other Article(s)
1
Cowen D, Zhang R, Komorowski M. Infections in long-duration space missions. THE LANCET. MICROBE 2024;5:100875. [PMID: 38861994 DOI: 10.1016/s2666-5247(24)00098-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 03/25/2024] [Accepted: 04/09/2024] [Indexed: 06/13/2024]
2
McLennan S, Fiske A, Celi LA. Building a house without foundations? A 24-country qualitative interview study on artificial intelligence in intensive care medicine. BMJ Health Care Inform 2024;31:e101052. [PMID: 38642921 PMCID: PMC11033632 DOI: 10.1136/bmjhci-2024-101052] [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: 02/15/2024] [Accepted: 04/08/2024] [Indexed: 04/22/2024]  Open
3
Teele SA, Tremoulet P, Laussen PC, Danaher-Garcia N, Salvin JW, White BAA. Complex decision making in an intensive care environment: Perceived practice versus observed reality. J Eval Clin Pract 2024;30:337-345. [PMID: 37767761 DOI: 10.1111/jep.13930] [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: 01/12/2023] [Revised: 09/01/2023] [Accepted: 09/14/2023] [Indexed: 09/29/2023]
4
Smit JM, Krijthe JH, Kant WMR, Labrecque JA, Komorowski M, Gommers DAMPJ, van Bommel J, Reinders MJT, van Genderen ME. Causal inference using observational intensive care unit data: a scoping review and recommendations for future practice. NPJ Digit Med 2023;6:221. [PMID: 38012221 PMCID: PMC10682453 DOI: 10.1038/s41746-023-00961-1] [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: 06/23/2023] [Accepted: 11/05/2023] [Indexed: 11/29/2023]  Open
5
Liu X, Barreto EF, Dong Y, Liu C, Gao X, Tootooni MS, Song X, Kashani KB. Discrepancy between perceptions and acceptance of clinical decision support Systems: implementation of artificial intelligence for vancomycin dosing. BMC Med Inform Decis Mak 2023;23:157. [PMID: 37568134 PMCID: PMC10416522 DOI: 10.1186/s12911-023-02254-9] [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: 07/17/2022] [Accepted: 07/31/2023] [Indexed: 08/13/2023]  Open
6
Behling AH, Wilson BC, Ho D, Virta M, O'Sullivan JM, Vatanen T. Addressing antibiotic resistance: computational answers to a biological problem? Curr Opin Microbiol 2023;74:102305. [PMID: 37031568 DOI: 10.1016/j.mib.2023.102305] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 03/01/2023] [Accepted: 03/02/2023] [Indexed: 04/11/2023]
7
Iwase S, Nakada TA, Shimada T, Oami T, Shimazui T, Takahashi N, Yamabe J, Yamao Y, Kawakami E. Prediction algorithm for ICU mortality and length of stay using machine learning. Sci Rep 2022;12:12912. [PMID: 35902633 PMCID: PMC9334583 DOI: 10.1038/s41598-022-17091-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Accepted: 07/20/2022] [Indexed: 11/09/2022]  Open
8
Artificial intelligence for prediction of treatment outcomes in breast cancer: Systematic review of design, reporting standards, and bias. Cancer Treat Rev 2022;108:102410. [DOI: 10.1016/j.ctrv.2022.102410] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2022] [Accepted: 05/16/2022] [Indexed: 12/24/2022]
9
Kharat A, Ribeiro C, Er B, Fisser C, López-Padilla D, Chatzivasiloglou F, Heunks LMA, Patout M, D'Cruz RF. ERS International Congress, Virtual 2021: Highlights from the Respiratory Intensive Care Assembly Early Career Members. ERJ Open Res 2022;8:00016-2022. [PMID: 35615411 PMCID: PMC9124870 DOI: 10.1183/23120541.00016-2022] [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: 01/18/2022] [Accepted: 03/10/2022] [Indexed: 11/19/2022]  Open
10
Wu CL, Liu SF, Yu TL, Shih SJ, Chang CH, Yang Mao SF, Li YS, Chen HJ, Chen CC, Chao WC. Deep Learning-Based Pain Classifier Based on the Facial Expression in Critically Ill Patients. Front Med (Lausanne) 2022;9:851690. [PMID: 35372435 PMCID: PMC8968070 DOI: 10.3389/fmed.2022.851690] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Accepted: 02/17/2022] [Indexed: 11/13/2022]  Open
11
van de Sande D, Van Genderen ME, Smit JM, Huiskens J, Visser JJ, Veen RER, van Unen E, Ba OH, Gommers D, Bommel JV. Developing, implementing and governing artificial intelligence in medicine: a step-by-step approach to prevent an artificial intelligence winter. BMJ Health Care Inform 2022;29:bmjhci-2021-100495. [PMID: 35185012 PMCID: PMC8860016 DOI: 10.1136/bmjhci-2021-100495] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Accepted: 01/24/2022] [Indexed: 12/23/2022]  Open
12
Odenstedt Hergès H, Vithal R, El‐Merhi A, Naredi S, Staron M, Block L. Machine learning analysis of heart rate variability to detect delayed cerebral ischemia in subarachnoid hemorrhage. Acta Neurol Scand 2022;145:151-159. [PMID: 34677832 DOI: 10.1111/ane.13541] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 09/26/2021] [Accepted: 09/30/2021] [Indexed: 12/14/2022]
13
Gallifant J, Zhang J, Del Pilar Arias Lopez M, Zhu T, Camporota L, Celi LA, Formenti F. Artificial intelligence for mechanical ventilation: systematic review of design, reporting standards, and bias. Br J Anaesth 2022;128:343-351. [PMID: 34772497 PMCID: PMC8792831 DOI: 10.1016/j.bja.2021.09.025] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 09/09/2021] [Accepted: 09/27/2021] [Indexed: 02/03/2023]  Open
14
Naseri Jahfari A, Tax D, Reinders M, van der Bilt I. Machine Learning for Cardiovascular Outcomes From Wearable Data: Systematic Review From a Technology Readiness Level Point of View. JMIR Med Inform 2022;10:e29434. [PMID: 35044316 PMCID: PMC8811688 DOI: 10.2196/29434] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 11/22/2021] [Accepted: 12/04/2021] [Indexed: 12/13/2022]  Open
15
Diaz-Soto JC, Couture EJ, Nabzdyk CG. Quo Vadis CASUS? From predicting to impacting outcomes in cardiac surgery. J Cardiothorac Vasc Anesth 2022;36:995-997. [DOI: 10.1053/j.jvca.2022.01.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Accepted: 01/07/2022] [Indexed: 11/11/2022]
16
AIM in Anesthesiology. Artif Intell Med 2022. [DOI: 10.1007/978-3-030-64573-1_246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
17
Ehrmann D, Harish V, Morgado F, Rosella L, Johnson A, Mema B, Mazwi M. Ignorance Isn't Bliss: We Must Close the Machine Learning Knowledge Gap in Pediatric Critical Care. Front Pediatr 2022;10:864755. [PMID: 35620143 PMCID: PMC9127438 DOI: 10.3389/fped.2022.864755] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Accepted: 04/18/2022] [Indexed: 12/02/2022]  Open
18
Predicting 30-day readmissions in patients with heart failure using administrative data: a machine learning approach. J Card Fail 2021;28:710-722. [PMID: 34936894 DOI: 10.1016/j.cardfail.2021.12.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 12/02/2021] [Accepted: 12/09/2021] [Indexed: 12/23/2022]
19
Brossard C, Lemasson B, Attyé A, de Busschère JA, Payen JF, Barbier EL, Grèze J, Bouzat P. Contribution of CT-Scan Analysis by Artificial Intelligence to the Clinical Care of TBI Patients. Front Neurol 2021;12:666875. [PMID: 34177773 PMCID: PMC8222716 DOI: 10.3389/fneur.2021.666875] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Accepted: 04/15/2021] [Indexed: 01/29/2023]  Open
20
Barchitta M, Maugeri A, Favara G, Riela PM, Gallo G, Mura I, Agodi A. A machine learning approach to predict healthcare-associated infections at intensive care unit admission: findings from the SPIN-UTI project. J Hosp Infect 2021;112:77-86. [PMID: 33676936 DOI: 10.1016/j.jhin.2021.02.025] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 01/27/2021] [Accepted: 02/26/2021] [Indexed: 12/13/2022]
21
Barchitta M, Maugeri A, Favara G, Riela PM, Gallo G, Mura I, Agodi A. Early Prediction of Seven-Day Mortality in Intensive Care Unit Using a Machine Learning Model: Results from the SPIN-UTI Project. J Clin Med 2021;10:992. [PMID: 33801207 PMCID: PMC7957866 DOI: 10.3390/jcm10050992] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Revised: 02/09/2021] [Accepted: 02/12/2021] [Indexed: 12/18/2022]  Open
22
Wulff A, Montag S, Rübsamen N, Dziuba F, Marschollek M, Beerbaum P, Karch A, Jack T. Clinical evaluation of an interoperable clinical decision-support system for the detection of systemic inflammatory response syndrome in critically ill children. BMC Med Inform Decis Mak 2021;21:62. [PMID: 33602206 PMCID: PMC7889709 DOI: 10.1186/s12911-021-01428-7] [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: 12/11/2020] [Accepted: 02/03/2021] [Indexed: 11/11/2022]  Open
23
Komorowski M, Joosten A. AIM in Anesthesiology. Artif Intell Med 2021. [DOI: 10.1007/978-3-030-58080-3_246-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
24
Soussi S, Collins GS, Jüni P, Mebazaa A, Gayat E, Le Manach Y. Evaluation of Biomarkers in Critical Care and Perioperative Medicine: A Clinician’s Overview of Traditional Statistical Methods and Machine Learning Algorithms. Anesthesiology 2021;134:15-25. [PMID: 33216849 DOI: 10.1097/aln.0000000000003600] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
25
Transatlantic transferability of a new reinforcement learning model for optimizing haemodynamic treatment for critically ill patients with sepsis. Artif Intell Med 2020;112:102003. [PMID: 33581824 DOI: 10.1016/j.artmed.2020.102003] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Revised: 11/16/2020] [Accepted: 12/08/2020] [Indexed: 11/23/2022]
26
Dupuis C, Timsit JF. Antibiotics in the first hour: is there new evidence? Expert Rev Anti Infect Ther 2020;19:45-54. [PMID: 32799580 DOI: 10.1080/14787210.2020.1810567] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
27
Mamdani M, Slutsky AS. Artificial intelligence in intensive care medicine. Intensive Care Med 2020;47:147-149. [PMID: 32767073 DOI: 10.1007/s00134-020-06203-2] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Accepted: 07/24/2020] [Indexed: 11/28/2022]
28
Poncette AS, Mosch L, Spies C, Schmieding M, Schiefenhövel F, Krampe H, Balzer F. Improvements in Patient Monitoring in the Intensive Care Unit: Survey Study. J Med Internet Res 2020;22:e19091. [PMID: 32459655 PMCID: PMC7307326 DOI: 10.2196/19091] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Revised: 05/05/2020] [Accepted: 05/13/2020] [Indexed: 01/12/2023]  Open
29
Goodwin AJ, Eytan D, Greer RW, Mazwi M, Thommandram A, Goodfellow SD, Assadi A, Jegatheeswaran A, Laussen PC. A practical approach to storage and retrieval of high-frequency physiological signals. Physiol Meas 2020;41:035008. [PMID: 32131060 DOI: 10.1088/1361-6579/ab7cb5] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
30
Clinical management of sepsis can be improved by artificial intelligence: no. Intensive Care Med 2020;46:378-380. [PMID: 32016531 DOI: 10.1007/s00134-020-05947-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Accepted: 01/22/2020] [Indexed: 12/11/2022]
31
Early diagnosis of bloodstream infections in the intensive care unit using machine-learning algorithms. Intensive Care Med 2020;46:454-462. [PMID: 31912208 DOI: 10.1007/s00134-019-05876-8] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2019] [Accepted: 11/17/2019] [Indexed: 02/06/2023]
32
Ethical considerations about artificial intelligence for prognostication in intensive care. Intensive Care Med Exp 2019;7:70. [PMID: 31823128 PMCID: PMC6904702 DOI: 10.1186/s40635-019-0286-6] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2019] [Accepted: 11/28/2019] [Indexed: 11/25/2022]  Open
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