Multimodal AI for Healthcare and Life Sciences
Overview
Our research includes advanced computer vision techniques that enable the automatic extraction of diagnostically relevant features in multimodal healthcare images. We are developing machine learning tools that combine multimodal semantic image descriptions (for mammography, ultrasound and MRI) with clinical data to help estimate a correct differential diagnosis and support patient management recommendations.