Artificial Intelligence Across the Cardiac Amyloidosis Diagnostic and Management Pathway: From Single-Modality Detection to Multimodal Clinical Integration

arXiv:2607.09948 · physics.med-ph, cs.LG · Submitted 2026-07-10 · Read on arXiv

physics.med-ph, cs.LG

Submitted: 2026-07-10

Updated: 2026-09-26

Terminology

• AUC — 60× in this paper · explained in 2 episodes
• Artificial Intelligence — 23× in this paper
• External Validation — 18× in this paper · explained in 2 episodes
• Calibration — 13× in this paper · explained in 7 episodes
• AUROC — 8× in this paper · explained in 2 episodes
• Accuracy — 8× in this paper · explained in 1 episode
• Generalizability — 7× in this paper · explained in 6 episodes
• Interpretability — 7× in this paper · explained in 15 episodes
• Transformer — 6× in this paper · explained in 2 episodes
• Multimodal Fusion — 3× in this paper · explained in 3 episodes
• Benchmark — 2× in this paper · explained in 2 episodes
• Explainability — 2× in this paper · explained in 3 episodes
• Robustness — 2× in this paper · explained in 5 episodes
• Trace — 2× in this paper · explained in 2 episodes
• Artificial Intelligence (AI) — 1× in this paper · explained in 2 episodes
• Ensemble Learning — 1× in this paper · explained in 2 episodes
• Feature Selection — 1× in this paper · explained in 4 episodes
• Transformer Architecture — 1× in this paper · explained in 2 episodes

Sources

• Multimodal Fusion of Echocardiography and Electronic Health Records for the Detection of Cardiac Amyloidosis

Related papers

• Reduced NEXI protocol for the quantification of human gray matter microstructure on the Connectome 2.0 scanner
• Edge-Aligned Beam Placement in Scanning Probe Tomography via Reconstruction-Free Sequential Design of Experiments
• Validation of a Computational Respiratory System Model for Mechanical Ventilation