Contexte et atouts du poste

The Greater Paris University Hospitals Data Warehouse (EDS AP-HP) contains multimodal clinical data (PMSI, imaging, biological, and clinical documents) for over 14 million patients. The ANR FM2AI projet proposes to leverage 50,000 real-world clinical 3D CT scans from this exceptional data resource, to deploy a novel foundation model for abdominal-pelvic CT Imaging.

In this context, we are seeking for a PhD candidate with an excellent background in AI, to build an open-source foundation model adapted to abdominal 3D CT radiology, along with a versatile toolbox to integrate it in task-oriented tools for an effective clinical integration. The model will be validated on three downstream tasks of abdominal-pelvic oncology, in coordination with our AP-HP partners, namely Colonic Cancer Staging ; HCC Treatment Optimization ; Pancreatic Cancer Resectability and Prognosis.

Mission confiée

Missions: ...