Table 4 Deep learning (DL) vs. machine learning (ML)-based algorithms for the diagnosis of cardiac amyloidosis
From: Deep learning to diagnose cardiac amyloidosis from cardiovascular magnetic resonance
DL method | ML method | |
|---|---|---|
Accuracy (%) | 88% | 90% |
Precision score (%) | 83% | 95% |
Recall score (%) | 95% | 86% |
F1 score (%) | 89% | 90% |
AUC | 0.982 | 0.952 |