How Artificial Intelligence Can Enhance the Diagnosis of Cardiac Amyloidosis: A Review of Recent Advances and Challenges

MA Kamel, MT Abbas, CN Kanaan, KA Awad… - Journal of …, 2024 - mdpi.com
Cardiac amyloidosis (CA) is an underdiagnosed form of infiltrative cardiomyopathy caused
by abnormal amyloid fibrils deposited extracellularly in the myocardium and cardiac …

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 …

Echocardiography-based deep learning model to differentiate constrictive pericarditis and restrictive cardiomyopathy

CJ Chao, J Jeong, R Arsanjani, K Kim, YL Tsai… - Cardiovascular …, 2024 - jacc.org
Background Constrictive pericarditis (CP) is an uncommon but reversible cause of diastolic
heart failure if appropriately identified and treated. However, its diagnosis remains a …

[HTML][HTML] Evolving Strategies in Cardiac Amyloidosis: From Mechanistic Discoveries to Diagnostic and Therapeutic Advances

AF Stein-Merlob, R Swier, D Vucicevic - Cardiology Clinics, 2024 - Elsevier
Diagnosis of cardiac amyloidosis requires a high index of suspicion due to the nonspecific
initial clinical findings, followed by a diagnostic pathway that utilizes a combination of …

Cardiac Amyloidosis: A Comprehensive Review of Pathophysiology, Diagnostic Approach, Applications of Artificial Intelligence, and Management Strategies

MR Ahammed, FN Ananya - Cureus, 2024 - pmc.ncbi.nlm.nih.gov
Cardiac amyloidosis (CA) is a serious and often fatal condition caused by the accumulation
of amyloid fibrils in the heart, leading to progressive heart failure. It involves the misfolding of …

Deep Learning, Constrictive Pericarditis, and its Occasional Doppelganger: A Step Closer to Clinical Realization

BD Hoit - Cardiovascular Imaging, 2024 - jacc.org
Although chronic constrictive pericarditis (CP) may imitate hepatic and right heart diseases,
the clinical manifestations of restrictive cardiomyopathy (RCM) may be nearly identical to …

Advancements and applications of artificial intelligence in cardiovascular imaging: a comprehensive review

F Fortuni, G Ciliberti, B De Chiara… - European Heart …, 2024 - academic.oup.com
Artificial intelligence (AI) is transforming cardiovascular imaging by offering advancements
across multiple modalities, including echocardiography, cardiac computed tomography …

ConFormer: A Novel Collection of Deep Learning Models to Assist Cardiologists in the Assessment of Cardiac Function

E Thomas, S Aslam - arXiv preprint arXiv:2312.08567, 2023 - arxiv.org
Cardiovascular diseases, particularly heart failure, are a leading cause of death globally.
The early detection of heart failure through routine echocardiogram screenings is often …

[HTML][HTML] Multimodality imaging for diagnosing transthyretin cardiac amyloidosis

FFP Manzil, T Pandey - Cureus, 2023 - ncbi.nlm.nih.gov
Amyloidosis is the result of the extracellular deposition of amyloid in various organs.
Common types are light-chain and transthyretin amyloidosis. Cardiac amyloidosis (CA) is a …