The Emergence of Artificial Intelligence in Cardiology: Current and Future Applications.

Algorithms Artificial Intelligence Cardiology Humans Machine Learning
AI Artificial intelligence CVD algorithms cardiovascular machine learning robotic

Journal

Current cardiology reviews
ISSN: 1875-6557
Titre abrégé: Curr Cardiol Rev
Pays: United Arab Emirates
ID NLM: 101261935

Informations de publication

Date de publication:
2022
Historique:
received: 14 07 2021
revised: 18 10 2021
accepted: 25 10 2021
pubmed: 23 11 2021
medline: 18 6 2022
entrez: 22 11 2021
Statut: ppublish

Résumé

Artificial intelligence technology is emerging as a promising entity in cardiovascular medicine, potentially improving diagnosis and patient care. In this article, we review the literature on artificial intelligence and its utility in cardiology. We provide a detailed description of concepts of artificial intelligence tools like machine learning, deep learning, and cognitive computing. This review discusses the current evidence, application, prospects, and limitations of artificial intelligence in cardiology.

Identifiants

DOI: 10.2174/1573403X17666211119102220 PMID: 34802407 PMC: PMC9615212
pubmed: 34802407
pii: CCR-EPUB-118951
doi: 10.2174/1573403X17666211119102220
pmc: PMC9615212
doi:

Types de publication

Journal Article Review

Langues

eng

Sous-ensembles de citation

IM

Pagination

e191121198124

Informations de copyright

Copyright© Bentham Science Publishers; For any queries, please email at epub@benthamscience.net.

Références

Int J Cardiovasc Imaging. 2018 Feb;34(2):311-319
pubmed: 28803421
Circ Cardiovasc Imaging. 2015 Oct;8(10):e003255
pubmed: 26467104
Cardiovasc Res. 2020 Dec 1;116(14):2216-2225
pubmed: 31853543
Nat Rev Cardiol. 2014 Jul;11(7):390-402
pubmed: 24755916
Lancet. 2019 Sep 7;394(10201):861-867
pubmed: 31378392
Cardiovasc Res. 2020 Nov 1;116(13):2040-2054
pubmed: 32090243
Nature. 2017 Dec;552(7685):334
pubmed: 32094683
Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:4161-4164
pubmed: 28269199
JAMA. 2015 Dec 15;314(23):2501-2
pubmed: 26571126
N Engl J Med. 2019 Apr 4;380(14):1347-1358
pubmed: 30943338
JAMA. 2016 Dec 13;316(22):2402-2410
pubmed: 27898976
NPJ Digit Med. 2019 Apr 12;2:26
pubmed: 31304373
J Am Coll Cardiol. 2015 Sep 29;66(13):1489-96
pubmed: 26403346
Radiology. 2019 Oct;293(1):89-96
pubmed: 31385755
Eur Heart J. 2020 Jan 14;41(3):359-367
pubmed: 31513271
Annu Rev Neurosci. 2018 Jul 8;41:233-253
pubmed: 29986160
J Am Coll Cardiol. 2017 May 30;69(21):2657-2664
pubmed: 28545640
Nature. 2015 May 28;521(7553):436-44
pubmed: 26017442
Cell. 2018 Jun 14;173(7):1581-1592
pubmed: 29887378
Invest Radiol. 2018 Jun;53(6):338-343
pubmed: 29420321
Radiology. 2018 Jul;288(1):64-72
pubmed: 29634438
Curr Cardiol Rep. 2014 Jan;16(1):441
pubmed: 24338557
J Am Coll Cardiol. 2018 Jun 12;71(23):2668-2679
pubmed: 29880128
Nat Rev Cancer. 2018 Aug;18(8):500-510
pubmed: 29777175
JAMA Intern Med. 2019 Jun 1;179(6):836-838
pubmed: 30907920
Nat Med. 2019 Mar;25(3):530
pubmed: 30679787
J Geriatr Cardiol. 2019 Aug;16(8):585-591
pubmed: 31555325
J Med Internet Res. 2015 Sep 14;17(9):e215
pubmed: 26369254
Arq Bras Cardiol. 2020 Apr;114(4):718-725
pubmed: 32491009
BMC Med. 2019 Oct 29;17(1):195
pubmed: 31665002
Cardiovasc Res. 2019 Mar 15;115(4):e41-e43
pubmed: 30907416
J Am Coll Cardiol. 2014 Aug 19;64(7):684-92
pubmed: 25125300
Circ Cardiovasc Imaging. 2017 Dec;10(12):
pubmed: 29233836
J Cardiovasc Electrophysiol. 2016 Mar;27 Suppl 1:S5-S10
pubmed: 26969224
J Am Coll Cardiol. 2019 Mar 26;73(11):1317-1335
pubmed: 30898208
Am Heart J. 2019 Jan;207:66-75
pubmed: 30392584
Circ Arrhythm Electrophysiol. 2019 Jun;12(6):e006834
pubmed: 31113234
Heart. 2020 Mar;106(5):399-400
pubmed: 31974212
Eur Radiol. 2018 Jun;28(6):2655-2664
pubmed: 29352380
Nat Mach Intell. 2019 Feb 11;1:95-104
pubmed: 30801055
J Cardiovasc Transl Res. 2013 Oct;6(5):708-14
pubmed: 23934536
Circ Cardiovasc Imaging. 2018 Jun;11(6):e007217
pubmed: 29914866
JACC Cardiovasc Imaging. 2012 Sep;5(9):941-55
pubmed: 22974808
Mol Imaging Biol. 2018 Oct;20(5):816-825
pubmed: 29536321
Nature. 2015 May 28;521(7553):452-9
pubmed: 26017444
Eur Heart J Cardiovasc Imaging. 2019 Nov 1;20(11):1250-1258
pubmed: 30838375
PLoS One. 2017 Nov 2;12(11):e0186876
pubmed: 29095833
Europace. 2011 Jul;13(7):1015-21
pubmed: 21508006

Auteurs

Prashanth Kulkarni (P)

Department of Cardiology, Kindle Clinics, Gachibowli, Hyderabad, 500032, India.

Manjappa Mahadevappa (M)

Department of Cardiology, JSS Medical College, JSSAHER Mysuru, 570004, India.

Srikar Chilakamarri (S)

Director (Data) of Informa Markets, Hyderabad, 500029, India.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female

Evaluation of Low-Value Services Across Major Medicare Advantage Insurers and Traditional Medicare.

Ciara Duggan, Adam L Beckman, Ishani Ganguli et al.
1.00
Humans United States Aged Cross-Sectional Studies Medicare Part C

Effectiveness of Virtual Yoga for Chronic Low Back Pain: A Randomized Clinical Trial.

Hallie Tankha, Devyn Gaskins, Amanda Shallcross et al.
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH

questionsmedicales.fr › Sciences de l'information › Méthodologies informatiques › Algorithmes › The Emergence of Artificial Intelligence in...
questionsmedicales.fr › Sciences de l'information › Méthodologies informatiques › Algorithmes › Intelligence artificielle › The Emergence of Artificial Intelligence in...
questionsmedicales.fr › Professions de santé › Médecine › Médecine interne › Cardiologie › The Emergence of Artificial Intelligence in...
questionsmedicales.fr › Eucaryotes › Animaux › Chordés › Vertébrés › Mammifères › Eutheria › Primates › Haplorhini › Catarrhini › Hominidae › Humains › The Emergence of Artificial Intelligence in...
questionsmedicales.fr › Sciences de l'information › Méthodologies informatiques › Algorithmes › Intelligence artificielle › Apprentissage machine › The Emergence of Artificial Intelligence in...