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Lectures
Since 2016 Engineering school ISEN, specialization (fifth year) in biomedical applications, Brest "PET/CT imaging and advanced image processing and analysis" (12h/y)
Since 2012 Master 2 international - bioimaging, Bordeaux "PET/CT image segmentation and characterization" (3h/y, lecture in English)
2010-2012 Specialization diploma for radiotherapy, Brest "PET imaging and use of PET in radiotherapy" (15h/y)
2009-2012 Master 2 Signal and Images for Biology and Medicine, Brest-Rennes-Angers-Nantes
"Digital images, PET/CT imaging and quantification" (9h/y)
"Advanced image segmentation methods and applications in medical imaging" (3h/y)

Presentations in workshops or training programs
Radiomique en TEP/TDM : promesses, limites méthodologiques et perspectives, Formation "Evaluation thérapeutique en oncologie - DQPRM et DES Med Nuc", Nantes, France, April  2017
Perspectives pour l'approche "Radiomics" en TEP/TDM, Formation "Tomographie par Emission de Positon dans le cadre de la radiothérapie guidée par l'image", Lyon, France, April  2016
Actualités sur les méthodes de segmentation d'images TEP, Formation "Tomographie par Emission de Positon dans le cadre de la radiothérapie guidée par l'image", Lyon, France, March 2016
10 ans de développements d’approches de segmentation d’images TEP/TDM : le chemin parcouru, ce qu’il reste à explorer, Workshop SFPM Le traitement d’images en Physique Médicale, Les Sables-d'Olonne, France, October 2015
« Radiomics » et analyse de textures en imagerie TEP/TDM : potentiel et limites, Workshop SFPM Le traitement d’images en Physique Médicale, Les Sables-d'Olonne, France, October 2015
PET/CT/MRI characterization of tumors using textural features: recent results, Visiting professorship, Imaging Research Laboratory, University of Washington, Seattle, USA, September 2015
Texture analysis in PET/CT: the past, the present... any future?, Visiting professorship, Radiology and radiation oncology departments, University of Washington, Seattle, USA, September 2015
Multimodal image analysis and processing, 2nd International Training School on PET-MRI Engineering, University of Leeds, Leeds, UK, April 2015
Multimodal image processing, 1st International Training School on PET-MRI Engineering, Technological Education Institute of Athens, Athènes, Greece, May 2014