openalexApplied Sciences2026-07-23
A Neuro-Fuzzy Digital Twin for Interpretable Cardiac Disease Recognition
Marta Narigina, Andrejs Romānovs, Jurijs Merkurjevs
We present a neuro-fuzzy digital twin for cardiac disease recognition on the PTB-XL dataset that keeps the accuracy of a strong convolutional model while exposing its reasoning as readable fuzzy rules. The key design choice is to separate the two jobs instead of forcing one netwo…