Addressing disparities in transthyretin amyloid cardiomyopathy: A systematic review of artificial intelligence in the early identification to improve patient outcomes

The integration of AI into ECG, echocardiograms, and CMR have the potential to significantly improve the early detection and classification of ATTR-CM, preventing the progression to end-stage heart failure. Accessible AI-based screening tools could address health disparities by enabling earlier identification and treatment initiation for Black populations who face disproportionate disease burden of ATTR-CM and diagnostic delays.

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Publication Details

Journal
Journal of the National Medical Association
Published
2026-03-01
DOI
https://doi.org/10.1016/j.jnma.2026.03.004
Primary Topic
Amyloidosis: Diagnosis, Treatment, Outcomes
Type
article
Field-Weighted Citation Impact
0.00
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article

Addressing disparities in transthyretin amyloid cardiomyopathy: A systematic review of artificial intelligence in the early identification to improve patient outcomes

Zihuang Zhang, Ben Pickard, Yitian Zha, Keith C. Ferdinand et al.
Journal of the National Medical Association
Amyloidosis: Diagnosis, Treatment, Outcomes
article

Addressing disparities in transthyretin amyloid cardiomyopathy: A systematic review of artificial intelligence in the early identification to improve patient outcomes

Zihuang Zhang, Ben Pickard, Yitian Zha, Keith C. Ferdinand, Aundria Parkman, Natalie Lim, Joe Abi-Rached
article en

Abstract

The integration of AI into ECG, echocardiograms, and CMR have the potential to significantly improve the early detection and classification of ATTR-CM, preventing the progression to end-stage heart failure. Accessible AI-based screening tools could address health disparities by enabling earlier identification and treatment initiation for Black populations who face disproportionate disease burden of ATTR-CM and diagnostic delays.

Journal of the National Medical Association
Tulane University (US)
Good health and well-being
Openalex Percentile: Top 8%
Amyloidosis: Diagnosis, Treatment, Outcomes
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Addressing disparities in transthyretin amyloid cardiomyopathy: A systematic review of artificial intelligence in the early identification to improve patient outcomes — Zihuang Zhang, Ben Pickard, et al. · Journal of the National Medical Association (2026) | TGRS Research Map | TGRS