Artificial Intelligence for Cardiovascular Care—Part 1: Advances: JACC Review Topic of the Week
P Elias, SS Jain, T Poterucha, M Randazzo… - Journal of the American …, 2024 - jacc.org
Recent artificial intelligence (AI) advancements in cardiovascular care offer potential
enhancements in diagnosis, treatment, and outcomes. Innovations to date focus on …
enhancements in diagnosis, treatment, and outcomes. Innovations to date focus on …
[HTML][HTML] Heart failure with preserved ejection fraction: The pathophysiological mechanisms behind the clinical phenotypes and the therapeutic approach
L Stoicescu, D Crişan, C Morgovan, L Avram… - International Journal of …, 2024 - mdpi.com
Heart failure (HF) with preserved ejection fraction (HFpEF) is an increasingly frequent form
and is estimated to be the dominant form of HF. On the other hand, HFpEF is a syndrome …
and is estimated to be the dominant form of HF. On the other hand, HFpEF is a syndrome …
[HTML][HTML] Vision–language foundation model for echocardiogram interpretation
The development of robust artificial intelligence models for echocardiography has been
limited by the availability of annotated clinical data. Here, to address this challenge and …
limited by the availability of annotated clinical data. Here, to address this challenge and …
Artificial intelligence methods for improved detection of undiagnosed heart failure with preserved ejection fraction
J Wu, D Biswas, M Ryan, BS Bernstein… - European Journal of …, 2024 - Wiley Online Library
Aim Heart failure with preserved ejection fraction (HFpEF) remains under‐diagnosed in
clinical practice despite accounting for nearly half of all heart failure (HF) cases. Accurate …
clinical practice despite accounting for nearly half of all heart failure (HF) cases. Accurate …
Artificial intelligence for atrial fibrillation detection, prediction, and treatment: A systematic review of the last decade (2013–2023)
Atrial fibrillation (AF) affects more than 30 million individuals worldwide, making it the most
prevalent cardiac arrhythmia on a global scale. This systematic review summarizes recent …
prevalent cardiac arrhythmia on a global scale. This systematic review summarizes recent …
[HTML][HTML] Revolutionizing Cardiology through Artificial Intelligence—Big Data from Proactive Prevention to Precise Diagnostics and Cutting-Edge Treatment—A …
E Stamate, AI Piraianu, OR Ciobotaru, R Crassas… - Diagnostics, 2024 - mdpi.com
Background: Artificial intelligence (AI) can radically change almost every aspect of the
human experience. In the medical field, there are numerous applications of AI and …
human experience. In the medical field, there are numerous applications of AI and …
[HTML][HTML] Artificial intelligence to aid early detection of heart failure with preserved ejection fraction
AB Gevaert, CM Van De Heyning, J Tromp - JACC: advances, 2023 - jacc.org
(HF) presenting with preserved ejection fraction (HFpEF) is still increasing globally, and
outcomes remain poor despite recent advances in treatment. 1 This may partially be …
outcomes remain poor despite recent advances in treatment. 1 This may partially be …
Deep learning supported echocardiogram analysis: A comprehensive review
G Sanjeevi, U Gopalakrishnan… - Artificial Intelligence in …, 2024 - Elsevier
An echocardiogram is a sophisticated ultrasound imaging technique employed to diagnose
heart conditions. The transthoracic echocardiogram, one of the most prevalent types, is …
heart conditions. The transthoracic echocardiogram, one of the most prevalent types, is …
Artificial Intelligence in Image-based Cardiovascular Disease Analysis: A Comprehensive Survey and Future Outlook
Recent advancements in Artificial Intelligence (AI) have significantly influenced the field of
Cardiovascular Disease (CVD) analysis, particularly in image-based diagnostics. Our paper …
Cardiovascular Disease (CVD) analysis, particularly in image-based diagnostics. Our paper …
How to diagnose heart failure with preserved ejection fraction
S Istratoaie, L Gargani, BA Popescu… - European Heart …, 2024 - academic.oup.com
Heart failure with preserved ejection fraction (HFpEF) is a major healthcare problem that is
raising in prevalence. There has been a shift in HpEF management towards early diagnosis …
raising in prevalence. There has been a shift in HpEF management towards early diagnosis …