Toward Explainable Deep Learning in Healthcare through Transition Matrix and User-Friendly Features
Frontiers in Artificial Intelligence, Vol. 7
Abstract
This paper presents an approach toward explainable deep learning in healthcare, combining transition matrices with user-friendly feature explanations for medical diagnosis support systems.
Citation
Pavlo Radiuk, Oleksander Barmak, Iurii Krak, Sergiy Yakovlev, Eduard Manziuk, Vladislav Kuznetsov. "Toward Explainable Deep Learning in Healthcare through Transition Matrix and User-Friendly Features". Frontiers in Artificial Intelligence, Vol. 7, 2024.