Artificial intelligence is not well appreciated by medical doctors who fear being replaced by computers. By contrast, I believe that AI represents a unique chance for caregivers to assist them to better detect and care patients. For practitioners to take on this opportunity, we need to develop more robust and interpretable methods than the current state-of-the-art. This is what I will do within PRAIRIE by fostering multidisciplinary collaborations with Paris hospitals. I will also develop innovative training programs within the medical school to bridge the gap between computer scientists and physicians.


