In our recent paper published with IEEE (Classification of Multi-Class Cardiovascular Disorders using Ensemble Classifier and Impulsive Domain Analysis), we achieved 98.8% accuracy in classifying heart diseases using Phonocardiogram (PCG) signals and impulsive domain analysis.
🔗 Full IEEE Paper : https://ieeexplore.ieee.org/document/9526250 🎥 IEEE MAJICC’21 Presentation : https://youtu.be/2gOakwmZeqQ
Our results show promising sensitivity and specificity compared to traditional methods. However, I would like to ask:
👉 What challenges do you see in adapting this kind of AI framework into hospital workflows and real-time diagnostic systems?