IDIAP

We are opening one Doctoral Researcher (PhD) position (F) to develop clinically useful AI for uveitis care, in the Medical AI group of Idiap. You will build and validate an AI-based medical device that automatically analyzes fluorescein angiography to grade retinal inflammation and support treatment decisions—leveraging transformers, self/weakly supervised learning, domain adaptation, and longitudinal modeling—working with a unique HOJG dataset (>40k FA images) and clinical partners in Lausanne, Lucerne, and Grenoble. This is an opportunity to work end-to-end—from model design to clinical integration—with ophthalmologists, to publish in top venues, and to translate methods into real-world impact. We start from a working prototype that already detects multiple inflammatory signs, which you’ll extend toward robust, regulated deployment. Appointment is contingent on admission to EPFL’s EDEE doctoral program. For this specific position, eligibility is restricted to women...

We are opening one PhD position (F) to develop clinically useful AI for uveitis care, in the Medical AI group of Idiap. You will build and validate an AI-based medical device that automatically analyzes fluorescein angiography to grade retinal inflammation and support treatment decisions—leveraging transformers, self/weakly supervised learning, domain adaptation, and longitudinal modeling—working with a unique HOJG dataset (>40k FA images) and clinical partners in Lausanne, Lucerne, and Grenoble. This is an opportunity to work end-to-end—from model design to clinical integration—with ophthalmologists, to publish in top venues, and to translate methods into real-world impact. We start from a working prototype that already detects multiple inflammatory signs, which you’ll extend toward robust, regulated deployment. Appointment is contingent on admission to EPFL’s EDEE doctoral program. For this specific position, eligibility is...