Artificial Intelligence in Cardiovascular Care - Part 2 : Applications: JACC Review Topic of the Week

Copyright © 2024. Published by Elsevier Inc..

Recent Artificial Intelligence (AI) advancements in cardiovascular care offer potential enhancements in effective diagnosis, treatment, and outcomes. Over 600 Food and Drug Administration (FDA)-approved clinical AI algorithms now exist, with 10% focusing on cardiovascular applications, highlighting the growing opportunities for AI to augment care. This review discusses the latest advancements in the field of AI, with a particular focus on the utilization of multimodal inputs and the field of generative AI. Further discussions in this review involve an approach to understanding the larger context in which AI-augmented care may exist, and include a discussion of the need for rigorous evaluation, appropriate infrastructure for deployment, ethics and equity assessments, regulatory oversight, and viable business cases for deployment. Embracing this rapidly evolving technology while setting an appropriately high evaluation benchmark with careful and patient-centered implementation will be crucial for cardiology to leverage AI to enhance patient care and the provider experience.

Medienart:

E-Artikel

Erscheinungsjahr:

2024

Erschienen:

2024

Enthalten in:

Zur Gesamtaufnahme - year:2024

Enthalten in:

Journal of the American College of Cardiology - (2024) vom: 26. März

Sprache:

Englisch

Beteiligte Personen:

Jain, Sneha [VerfasserIn]
Elias, Pierre [VerfasserIn]
Poterucha, Timothy [VerfasserIn]
Randazzo, Michael [VerfasserIn]
Lopez Jimenez, Francisco [VerfasserIn]
Khera, Rohan [VerfasserIn]
Perez, Marco [VerfasserIn]
Ouyang, David [VerfasserIn]
Pirruccello, James [VerfasserIn]
Salerno, Michael [VerfasserIn]
Einstein, Andrew [VerfasserIn]
Avram, Robert [VerfasserIn]
Tison, Geoff [VerfasserIn]
Nadkarni, Girish [VerfasserIn]
Natarajan, Vivek [VerfasserIn]
Pierson, Emma [VerfasserIn]
Beecy, Ashley [VerfasserIn]
Kumaraiah, Deepa [VerfasserIn]
Haggerty, Chris [VerfasserIn]
Avari Silva, Jennifer N [VerfasserIn]
Maddox, Thomas M [VerfasserIn]

Links:

Volltext

Themen:

Artificial intelligence
Cardiac imaging
Clinical trials
Deep learning
Digital health
Generative AI
Health equity
Implementation science
Innovation
Journal Article
Large language models
Machine learning
Review

Anmerkungen:

Date Revised 09.04.2024

published: Print-Electronic

Citation Status Publisher

doi:

10.1016/j.jacc.2024.03.401

funding:

Förderinstitution / Projekttitel:

PPN (Katalog-ID):

NLM370832825