Executive summary of the artificial intelligence in surgery series.
Journal
Surgery
ISSN: 1532-7361
Titre abrégé: Surgery
Pays: United States
ID NLM: 0417347
Informations de publication
Date de publication:
05 2022
05 2022
Historique:
received:
08
09
2021
revised:
19
10
2021
accepted:
22
10
2021
pubmed:
25
11
2021
medline:
3
5
2022
entrez:
24
11
2021
Statut:
ppublish
Résumé
As opportunities for artificial intelligence to augment surgical care expand, the accompanying surge in published literature has generated both substantial enthusiasm and grave concern regarding the safety and efficacy of artificial intelligence in surgery. For surgeons and surgical data scientists, it is increasingly important to understand the state-of-the-art, recognize knowledge and technology gaps, and critically evaluate the deluge of literature accordingly. This article summarizes the experiences and perspectives of a global, multi-disciplinary group of experts who have faced development and implementation challenges, overcome them, and produced incipient evidence thereof. Collectively, evidence suggests that artificial intelligence has the potential to augment surgeons via decision-support, technical skill assessment, and the semi-autonomous performance of tasks ranging from resource allocation to patching foregut defects. Most applications remain in preclinical phases. As technologies and their implementations improve and positive evidence accumulates, surgeons will face professional imperatives to lead the safe, effective clinical implementation of artificial intelligence in surgery. Substantial challenges remain; recent progress in using artificial intelligence to achieve performance advantages in surgery suggests that remaining challenges can and will be overcome.
Identifiants
pubmed: 34815097
pii: S0039-6060(21)01086-2
doi: 10.1016/j.surg.2021.10.047
pmc: PMC9379376
mid: NIHMS1828772
pii:
doi:
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
1435-1439Subventions
Organisme : NIGMS NIH HHS
ID : K23 GM140268
Pays : United States
Informations de copyright
Copyright © 2021 Elsevier Inc. All rights reserved.
Références
JAMA Surg. 2020 Oct 1;155(10):960-968
pubmed: 32838425
Surgery. 2021 Apr;169(4):755-758
pubmed: 33309617
Nat Med. 2018 Nov;24(11):1716-1720
pubmed: 30349085
Surgery. 2021 May;169(5):1245-1249
pubmed: 33160637
N Engl J Med. 2013 Oct 10;369(15):1434-42
pubmed: 24106936
Surgery. 2021 Apr;169(4):750-754
pubmed: 32919784
IEEE Trans Med Robot Bionics. 2021 Feb;3(1):2-10
pubmed: 33644703
J Surg Res. 2020 Sep;253:92-99
pubmed: 32339787
Ann Surg. 2020 Dec 23;Publish Ahead of Print:
pubmed: 33378309
Ann Surg. 2010 Jun;251(6):995-1000
pubmed: 19934755
J Am Coll Surg. 2005 Jan;200(1):29-37
pubmed: 15631917
Nat Med. 2019 Jan;25(1):44-56
pubmed: 30617339
Nat Med. 2019 Jan;25(1):24-29
pubmed: 30617335
Surgery. 2021 May;169(5):1250-1252
pubmed: 33280858
Ann Surg. 2018 Jul;268(1):70-76
pubmed: 29389679
Surgery. 2021 Jul;170(1):329-332
pubmed: 33436272
Surgery. 2021 Jun;169(6):1295-1299
pubmed: 32921479
JAMA Surg. 2020 Feb 1;155(2):148-158
pubmed: 31825465
Br J Surg. 2018 Jul;105(8):1044-1050
pubmed: 29601079
Surgery. 2021 Jul;170(1):325-328
pubmed: 33413920
Surgery. 2021 May;169(5):1253-1256
pubmed: 33272610
Surgery. 2021 Jun;169(6):1300-1303
pubmed: 33309616
Ann Surg. 2018 Oct;268(4):574-583
pubmed: 30124479
JAMA. 1985 May 17;253(19):2858-62
pubmed: 3989960
Surgery. 2021 Jul;170(1):320-324
pubmed: 33334583
Arch Surg. 2002 May;137(5):611-7; discussion 617-8
pubmed: 11982478
N Engl J Med. 2002 Apr 11;346(15):1138-44
pubmed: 11948274
Surgery. 2021 May;169(5):1240-1244
pubmed: 32988620