crossrefDiagnostics2026-04-01
Generative Artificial Intelligence vs. Transformer and Benchmarking Against Deep/Machine Learning: Classification and Scientific Validation of Heart Failure Patients Using Women’s Transcriptomic Gene Data
Ekta Tiwari, Dipti Shrimankar, Krish Chaudhary, Luca Saba, Jasjit S. Suri
Backgrounds: Accurate early classification of heart failure (HF) in women is challenging due to sex-specific gene expression and disease patterns, which traditional models overlook. We propose a generative artificial intelligence (GenAI)-based model for the classification of HF p…