TheraPanacea exploits the latest scientific advances in the fields of machine learning, artificial intelligence & high-performance computing and simulation towards digital, personalized, adaptive medicine that creates advanced software solutions for assisting and guiding cancer treatment in the context of radiation therapy.
The “Thera-” software technology/suite of radiation therapy (e.g. treatment planning system (TPS)) is the first effective solution for direct dose estimation at planning, dose cumulative estimation and explicit dose adjustment at treatment. Our solution involves a full-scale treatment planning system that comprises of the following components:
Data-driven solution for automatic, tumor and multiple-organ annotation that combines massive deep learning and computational anatomy.
Treatment planning solution that introduces fast, efficient, and exact Monte-Carlo simulation directly in the dose optimization.
Real-time solution that proposes an adaptive positioning accounting for the evolution of anatomy and provides an exact estimate on the dose delivered.
The “quasi” real-time solution for on the fly treatment planning that eliminates positioning errors and adjusts radiation to the patient’s anatomy.
Get to know the people behind Therapanacea.
Catherine holds a M.Eng. in nuclear engineering (INPG, 2000) and has more than 15 years of experience in management acquired in Europe, North America and China on digital transformation & consulting. She is native in French and fluent English & Chinese.
Rafael holds a M.Eng. in applied mathematics (Ecole Polytechnique, 2009) and a M.Sc. in machine learning, and computer vision (Ecole Normale Supérieure de Cachan, 2010). He is native in Portuguese and fluent in English & French.
Nikos holds PhD in electrical and computer engineering (Inria, 2000). He has more than 20 years of experience on cutting edge research in the areas of computer vision, medical imaging and machine learning and optimization and has published more than 250 papers, holds 25 international patents. and has supervised more than 30 PhD thesis. He is native in Greek and fluent English & French.
Out team consists of a highly qualified/international team composed by members of the technical staff with PhD/MSc in scientific computing/artificial intelligence, engineers with expertise in machine learning, biomedical image analysis and medical physics, software developers with expertise in web applications, egonomists and regulatory experts.
Research Advisors .
Nicholas is a research director at Inria and member of the French Academy of Sciences and a worldwide scientific leader in the field of computational medicine.
Eric is the chair of the department of radiation therapy at the Institute Gustave Roussy & professor at the University of Paris Saclay and a worldwide scientific leader in the field of radiation therapy.
Benoit is professor and chair of the department of radiology at the McGill University hospital abd a worldwide scientific leader in the area of diagnostic radiology.
Eric is the director of the Oscar Labret Cancer Care excellence center & professor at the University of Lille and a worldwide scientific leader in the field of adaptive radiation therapy.
Sandy is professor at MIT and Harvard Medical School and a worldwide scientific leader in the field of bio-medical image analysis.
Use your talents and skills to serve an high impact societal project against cancer! Join us and be part of an exciting and useful adventure in an international environment in the center of Paris.
Any ideas, questions or comments to our project? Please feel free to share or ask and get in touch with us through the form.