Full Professor - LTSI | Université de Rennes | ISTIC
I am a Full Professor at the Signal and Image Processing Laboratory (LTSI-INSERM 1099), University of Rennes, France. My current research activities focus on image processing and computational methods for devising innovative and personalized radiotherapy in cancer care. This research work is being developed in tight collaboration with clinicians and medical physicists at the Anti-Cancer Center, Eugène Marquis.
My expertise includes predictive models for radiotherapy, with a focus on introducing innovative methodologies for 3D data mining and digital twins. Throughout my career, I have established a strong track record in medical image processing and computational analysis, contributing to both fundamental research and clinical applications in cancer treatment planning and outcome prediction.
General Chair, ISBI 2023 - the IEEE International Symposium on Biomedical Imaging held in Cartagena, Colombia. The first ISBI held in Latin America.
Machine learning models for predicting treatment response and toxicity
Computational simulation models for personalized treatment planning
Deep learning-based automatic delineation of organs-at-risk
Population-based statistical analysis for toxicity prediction
Trustworthy Transferable Radiotherapy with Artificial Intelligence
MSCA Doctoral Network coordinator. A major European initiative for implementing trustworthy AI in radiotherapy.
Digital Twins for Prostate Cancer Radiotherapy
Principal Investigator. Digital twins for personalized radiotherapy in prostate cancer within the French PEPR Digital Health program.
Predictive Digital Twin modeling for cancer radiotherapy outcome response.
Personalized Planning in Radiotherapy
Integrative modeling of local dose effects and new dosimetric constraints. European initiative for personalized medicine in radiotherapy.
Predictive Modeling for Radiotherapy
Predictive models for radiotherapy outcomes.
National Engineering School of Computer Science and Technologies, Université de Rennes
Visit SchoolIEEE International Symposium on Biomedical Imaging
General Chair. First ISBI held in Latin America, organized in Cartagena, Colombia.
View ConferenceWe are recruiting PhD students and postdoctoral researchers for exciting projects in Digital Twins and personalized radiotherapy. Join our interdisciplinary team working on cutting-edge AI and computational modeling.
View PositionsNews and announcements about research activities, publications, and events will be updated regularly.
Coming soon. Stay tuned for details on PhD openings in the TTRAIL MSCA Doctoral Network.
View TTRAIL DetailsLTSI INSERM U1099
Université de Rennes
Rennes, France
Signal and Image Processing Laboratory