THE ROLE OF ARTIFICIAL INTELLIGENCE IN CARDIOLOGY

被引:0
作者
Belenkov, Yu. N. [1 ]
Kozhevnikova, M., V [1 ]
Khabarova, N., V [1 ]
Ilgisonis, I. S. [1 ]
Korobkova, E. O. [1 ]
机构
[1] Sechenov First Moscow State Med Univ, Moscow, Russia
关键词
Artificial intelligence; phenotyping; remote patient monitoring; artificial intelligence in scientific research; personalized medicine; HEART-FAILURE;
D O I
10.18087/cardio.2025.2.n2879
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Artificial intelligence (AI) has an enormous potential for improving the quality of medical care, diagnostic methods, and treatments. AI allows taking scientific research to a fundamentally new level. The article addresses the most important areas of using AI in cardiology. AI can be used to accelerate making clinical decisions, remote patient monitoring, tomographic image analysis, patient phenotyping, including metabolomic analysis, to assess the risk of complications and many other areas.
引用
收藏
页码:3 / 16
页数:76
相关论文
共 65 条
[1]  
Almyranti M, 2024, OECD Artificial Intelligence Papers, V28, DOI DOI 10.1787/9A31D8AF-EN
[2]   Randomized Trial of Remote Assessment of Patients After an Acute Coronary Syndrome [J].
Alshahrani, Nasser S. ;
Hartley, Adam ;
Howard, James ;
Hajhosseiny, Reza ;
Khawaja, Saud ;
Seligman, Henry ;
Akbari, Tamim ;
Alharbi, Badr A. ;
Bassett, Paul ;
Al-Lamee, Rasha ;
Francis, Darrel ;
Kaura, Amit ;
Kelshiker, Mihir A. ;
Peters, Nicholas S. ;
Khamis, Ramzi .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2024, 83 (23) :2250-2259
[3]   HMM Based Cough Sound Analysis for Classifying Pneumonia and Asthma in Pediatric Population [J].
Amrulloh, Y. A. ;
Abeyratne, U. R. ;
Swarnkar, V. ;
Herath, D. ;
Triasih, R. ;
Setyati, A. .
EMBEC & NBC 2017, 2018, 65 :852-855
[4]   Using artificial intelligence to study atherosclerosis, predict risk and guide treatments in clinical practice [J].
Antoniades, Charalambos ;
Patel, Parijat ;
Antonopoulos, Alexios S. .
EUROPEAN HEART JOURNAL, 2023, 44 (06) :437-439
[5]   Detecting human coronary inflammation by imaging perivascular fat [J].
Antonopoulos, Alexios S. ;
Sanna, Fabio ;
Sabharwal, Nikant ;
Thomas, Sheena ;
Oikonomou, Evangelos K. ;
Herdman, Laura ;
Margaritis, Marios ;
Shirodaria, Cheerag ;
Kampoli, Anna-Maria ;
Akoumianakis, Ioannis ;
Petrou, Mario ;
Sayeed, Rana ;
Krasopoulos, George ;
Psarros, Constantinos ;
Ciccone, Patricia ;
Brophy, Carl M. ;
Digby, Janet ;
Kelion, Andrew ;
Uberoi, Raman ;
Anthony, Suzan ;
Alexopoulos, Nikolaos ;
Tousoulis, Dimitris ;
Achenbach, Stephan ;
Neubauer, Stefan ;
Channon, Keith M. ;
Antoniades, Charalambos .
SCIENCE TRANSLATIONAL MEDICINE, 2017, 9 (398)
[6]   An artificial intelligence-enabled ECG algorithm for the identification of patients with atrial fibrillation during sinus rhythm: a retrospective analysis of outcome prediction [J].
Attia, Zachi, I ;
Noseworthy, Peter A. ;
Lopez-Jimenez, Francisco ;
Asirvatham, Samuel J. ;
Deshmukh, Abhishek J. ;
Gersh, Bernard J. ;
Carter, Rickey E. ;
Yao, Xiaoxi ;
Rabinstein, Alejandro A. ;
Erickson, Brad J. ;
Kapa, Suraj ;
Friedman, Paul A. .
LANCET, 2019, 394 (10201) :861-867
[7]   Screening for cardiac contractile dysfunction using an artificial intelligence-enabled electrocardiogram [J].
Attia, Zachi I. ;
Kapa, Suraj ;
Lopez-Jimenez, Francisco ;
McKie, Paul M. ;
Ladewig, Dorothy J. ;
Satam, Gaurav ;
Pellikka, Patricia A. ;
Enriquez-Sarano, Maurice ;
Noseworthy, Peter A. ;
Munger, Thomas M. ;
Asirvatham, Samuel J. ;
Scott, Christopher G. ;
Carter, Rickey E. ;
Friedman, Paul A. .
NATURE MEDICINE, 2019, 25 (01) :70-+
[8]   Genome-Wide Analysis of Left Ventricular Image-Derived Phenotypes Identifies Fourteen Loci Associated With Cardiac Morphogenesis and Heart Failure Development [J].
Aung, Nay ;
Vargas, Jose D. ;
Yang, Chaojie ;
Cabrera, Claudia P. ;
Warren, Helen R. ;
Fung, Kenneth ;
Tzanis, Evan ;
Barnes, Michael R. ;
Rotter, Jerome, I ;
Taylor, Kent D. ;
Manichaikul, Ani W. ;
Lima, Joao A. C. ;
Bluemke, David A. ;
Piechnik, Stefan K. ;
Neubauer, Stefan ;
Munroe, Patricia B. ;
Petersen, Steffen E. .
CIRCULATION, 2019, 140 (16) :1318-1330
[9]   Comparing Physician and Artificial Intelligence Chatbot Responses to Patient Questions Posted to a Public Social Media Forum [J].
Ayers, John W. ;
Poliak, Adam ;
Dredze, Mark ;
Leas, Eric C. ;
Zhu, Zechariah ;
Kelley, Jessica B. ;
Faix, Dennis J. ;
Goodman, Aaron M. ;
Longhurst, Christopher A. ;
Hogarth, Michael ;
Smith, Davey M. .
JAMA INTERNAL MEDICINE, 2023, 183 (06) :589-596
[10]   Prospective validation of smartphone-based heart rate and respiratory rate measurement algorithms [J].
Bae, Sean ;
Borac, Silviu ;
Emre, Yunus ;
Wang, Jonathan ;
Wu, Jiang ;
Kashyap, Mehr ;
Kang, Si-Hyuck ;
Chen, Liwen ;
Moran, Melissa ;
Cannon, Julie ;
Teasley, Eric S. ;
Chai, Allen ;
Yun, Liu ;
Wadhwa, Neal ;
Krainin, Michael ;
Rubinstein, Michael ;
Maciel, Alejandra ;
McConnell, Michael V. ;
Patel, Shwetak ;
Corrado, Greg S. ;
Taylor, James A. ;
Zhan, Jiening ;
Po, Ming Jack .
COMMUNICATIONS MEDICINE, 2022, 2 (01)