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Professionnel experience Projects Publications Conferences Teaching Awards

Current administrative charges
2022- Member of the scientific and ethics committee of the health data repository of the University Hospital of Brest
2022- Member of the doctoral school committee for health & life sciences of Brest and Rennes, member of the "Research" committee

Past administrative charges
2020-2022 Member of the direction committee of the LaTIM
2012-2022 Elected member at the laboratory council of the LaTIM
2021 Coordinator of the "Research data" taskforce at the UBO
2018-2020 President of the scientific council and deputy director of the IBSAM (Institut Brestois des Sciences de la Santé et Matière) institute
2016-2021 Member of the scientific council of the IBSAM (Institut Brestois des Sciences de la Santé et Matière) institute
2016-2020 Elected member at the UBO research committee and representative at the COSINUM (Comité Organisationnel du SI et des Usages du Numérique), and member of the disciplinary commission for associate professors.
2018-2021 Member of the PhD biology and health committee for the University Bretagne-Loire and member of the committee in charge of training and PhD follow-up and evaluation.

Current contributions to (inter)national scientific committees
2021- AAPM Taskgroup 363 « Guidelines for harmonizing the validation of tumor PET auto-segmentation algorithms »
2024- EANM scientific program committee

Past contributions to (inter)national scientific committees
2023-2024 EANM physics committee, scientific program representative
2020-2022 EANM physics committee, appointed guidelines representative
2020-2022 SNMMI physics, instrumentation and data sciences council, appointed at the A.I. taskforce
2019-2022 SNMMI physics, instrumentation and data sciences council, elected at the board of directors
2014-2022 SNMMI physics, instrumentation and data sciences council (formerly known as computer and instrumention council)
2017-2021 IEEE Nuclear Medical and Imaging Sciences Council, elected
2010-2018 Taskgroup 211 de l’AAPM « Classification, Advantages and Limitations of the Auto-Segmentation Approaches for PET »
2017-2019 Steering committee for the breast cancer network
2015-2017 COST TD-10-07 « Imagerie moléculaire bimodale TEP-IRM pour la caractérisation in vivo de processus biologiques »

Editorial charges
2019- Member of the editorial board of EJNMMI Physics and EJNMMI
2018- Academic editor for PLOS ONE
2017- Associate editor for IEEE Transactions on radiation and plasma medical sciences
2016- Member of the editorial board of the Journal of Nuclear Medicine
2012- Associate editor for Medical Physics
2020-2022 Member of the editorial board of Physica medica (European journal of medical physics)
2012- Associate editor: ~130 papers handled for 7 journals.See my Publons profile.
2010- Reviewer: ~420 reviews performed for more than 70 journals.See my Publons profile.

Organization of challenges
2025 Co-organizer of the HECKTOR 4th edition (Head and Neck tumor segmentation and outcome prediction in PET/CT images) challenge at MICCAI 
2022 Co-organizer of the HECKTOR 3rd edition (Head and Neck tumor segmentation and outcome prediction in PET/CT images) challenge at MICCAI 
2021 Co-organizer of the HECKTOR 2nd edition (Head and Neck tumor segmentation and outcome prediction in PET/CT images) challenge at MICCAI 
2016 Co-organizer of the PETSeg (PET image segmentation) challenge at the MICCAI

Organization of workshops and conferences
2025 Co-organizer of the EANM webinar "Explainable Artificial Intelligence (AI)"
2024 Member of the organizing committee for the workshop on Explainability of machine/deep learning models for medical applications at the 20th International Conference on the use of Computers in Radiation therapy (ICCR) 2024
Member of the scientific program committee for the EANM annual congress 2024
2023 Member of the organizing committee for the workshop on XAI methods, challenges and applications at the 26th European Conference on Artificial Intelligence (ECAI) 2023
Member of the scientific program committee for the EANM annual congress 2023
Member of the scientific committee of the workshop "Optimizing imaging and doses-responses in radiotherapies" of the cancéropôle grand ouest
2022 Member of the organization committee of the RITS 2022 meeting (Brest)
2021 Member of the scientific committee of the workshop "Adaptation of the tumour and its ecosystem to radiotherapies: Mechanisms, imaging and therapeutic approaches" of the cancéropôle grand ouest
Session chair and organizer of the Joint Symposium 20 Physics Committee / AAPM Nuclear medicine committee: "Artificial Intelligence for Image Processing and Quantification" at the EANM annual meeting
2020 Co-organizer of the SNMMI webinar "Artificial Intelligence (AI) Methods and Applications in Medical Imaging and Nuclear Medicine"
2019 Organizer of the workshop at IEEE MIC 2019 annual meeting: "Emergence and perspectives of artificial intelligence (AI) methods in radiation-based imaging sciences"
Co-organizer of the "Continuous Education" session at SNMMI annual meeting: "Artificial Intelligence (AI) Methods and Applications in Radiology and Nuclear Medicine"
2018 Co-organizer of the pre-meeting categorical session at SNMMI annual meeting:  "Symposium Radiomics and Machine Learning Methods and Applications in Radiology and Nuclear Medicine"
2017 Member of the scientific committee of the workshop "Prediction and modeling of response to molecular and external beam radiotherapies" sponsored by the network "tumor targeting and radiotherapy" of the cancéropôle grand ouest 
Co-organizer of the "Continuous Education" session at EANM annual meeting: "PET auto-segmentation: review and evaluation strategies - insights from AAPM Task Group No. 211"
Co-organizer of the "Continuous Education" session at SNMMI annual meeting:  "Radiogenomics in multimodal imaging"
2016 Co-organizer of the PET segmentation challenge at the MICCAI 2016 conference with France Life Imaging and the AAPM TG 211
2013 Co-organizer of the "Continuous Education" session at AAMP annual meeting:  "Multi modal PET/CT imaging for therapy response early prediction and therapy monitoring"

HDR defense committees
2025 John Baxter "Interpretable and interactive machine learning frameworks for neurological data processing" Referee
2022 Amandine Crombe "Approches radiomics en imagerie oncologique : Quantifier, comprendre et intégrer le phénotype des cancers en imagerie médicale pour améliorer la prise en charge des patients" Jury member
2020 Charlotte Robert "Imagerie multi-modalité et intelligence artificielle pour l’optimisation des traitements par radiothérapie" Referee
2017 Thomas Carlier "Quantification in molecular imaging. From methodological developments to clinical applications." Referee

PhD thesis defense committees
2024 Zhihan Wang "Synergistic Multi-energy CT reconstruction using deep learning" President
Noel Pinton "Synergistic PET/CT reconstruction using Deep-learning" President
Antoine de Mori "Caractérisation de profils longitudinaux multivariés en santé : Application à la Maladie d’Alzheimer" Referee
Max Célio Nzatsi Nzatsi "Optimisation des procédures d’imagerie à visée dosimétrique en radiothérapie interne vectorisée" Referee
Rihab Hami Abdoul-Azize "Simulation des processus radiobiologiques basés sur l'imagerie pour l'évaluation de schémas thérapeutiques individualisés en radiothérapie" Jury member
Wistan Marchadour "From black to grey box : evaluation of deep neural networks interpretability in medical imaging classification" Supervisor
2023 Stéphane Niyoteka "Radiomique dans les cancers HPV induits" Referee
2022 Loïc Duron "Radiomique et intelligence artificielle appliquées à l’imagerie médicale : validation méthodologique et application aux tumeurs solides" Referee
Elena Menand "La recherche de nouveaux bio-marqueurs pour les séquences thérapeutiques des cancers "pan-gyn" grâce à l’apprentissage automatique" Referee
Constance Fourcade "Suivi du cancer du sein métastasé via le recalage et la segmentation d’images TEP en utilisant des méthodes conventionnelles et des réseaux convolutifs entrainés et non-entrainés" Jury member
Andrei Iantsen "Automated tumor segmentation in multimodal PET / CT / MR imaging" Supervisor
2021 Ludivine Morvan "Predicting multiple myeloma progression with PET imaging: adapting survival random forest and convolutional neural networks" Referee
Alexandre Carré "Analysis of brain tumor heterogeneity for radiotherapy treatment planning personalization" Referee
Ronrick Da-ano "Harmonization strategies for multicenter radiomics studies" Supervisor
François Lucia "Development of a predictive model for therapy response and toxicity in cervical cancers: from imaging to the clinics" Jury member
2020 Sarahi Rosas "Multimodal anatomical/functional image analysis by radiomics for radionecrosis diagnosis" Jury member
Roger Sun "Utilisation de méthodes radiomiques pour la prédiction des réponses à l’immunothérapie et combinaisons de radioimmunothérapiechez des patients atteints de cancers" Referee
Florent Besson "Dynamic PET-MRI Integration for a New Multiparametric Approach of Tumor Heterogeneity in Non-Small Cell Lung Cancer (NSCLC)" Jury member
Nérée Payan "Imagerie TEP au 18F-FDG du cancer du sein : étude combinée de la perfusion tumorale et métabolisme glucidique pour la caractérisation tumorale et la prédiction de la réponse à la chimiothérapie néoadjuvante" Referee
2018 Roger Trullo "Deep learning based approaches for the segmentation of Organs at Risk in Thoracic Computed Tomography Scans" Referee
Stijn Bonte "Artificial Intelligence in Medical Imaging for the Diagnosis of Primary Brain Tumours" Referee
2017 Dario Di Perri "Improving the biological and physical targeting of radiation therapy in lung tumours" Jury member
Taman Upadhaya "Multimodal radiomics in neuro-oncology" Supervisor
2016 Marie-Charlotte Desseroit "Characterizing and exploiting intra-tumour heterogeneity in PET and CT multimodal images" Supervisor
Houda Hanzouli "Multiscale multiobservation analysis for multimodal imaging" Supervisor
Rui He "Evaluation of a voxel to voxel analysis in stroke using multiparametric MRI" Jury member
Yannick Lemaréchal "Dosimetry for radiotherapy applications using graphical processing units" Supervisor
Louise Fanchon "Quantitative autoradiography of biopsy specimens obtained under PET/CT guidance: method development and clinical applications" Jury member
Geoffrey Roman Jimenez "Predictive value for recurrence of quantitative parameters from pre- and per-therapy FDG PET images in uterine cancer" Referee
2014 Sophie Ribes "Development of method for the determination of individual absorbed dose in digital mammography using multimodal imaging" Referee
2013 Bénédicte Henriques "Evaluation of the integration of PET data in radiotherapy. Application to two clinical models: H&N and lung cancers" Jury member
Solène Collet "Multiparametric MRI and PET for gliomas: two complementary tools for grade determination, survival prognosis and spatial analysis" Referee
Florent Tixier "Textural features analysis for PET tumor heterogeneity characterization" Supervisor
2012 David Groheux "Investigation of physical and biological parameters in 18FDG PET-CT imaging in breast cancer and evaluation of its role in initial staging and early response to neoadjuvant chemotherapy" Referee
Amandine Le Maitre "Optimisation of PET imaging for radiotherapy" Supervisor
2011 Simon David "Image analysis for therapy monitoring in positron emission imaging" Supervisor

Member of PhD followup committee
2024 Raphaëlle Le Garrec "Prurit médicamenteux"
2023 Baptiste Schall "Apprentissage profond pour le pronostic médical avec des données radiomiques"
2022 Shamimeh Ahrari "Analyse de la composante temporelle des radiomiques par des approches d'Intelligence Artificielle en TEP pour la neuro-oncologie"
2021 Guillaume Pelluet "Apprentissage automatique multimodale pour l'aide à la décision pour le dépistage du cancer du sein"
2020 Ikram Brahim "Quantification automatique de la sécheresse oculaire par intelligence artificielle dans le cadre du syndrome de Sjögren"
Maxime Pistono "Secure processing of stream cipher encrypted data issued from iot"
Paul Lesueur "Effets à long terme de l'irradiation cérébrale et modifications de signal IRM induites par la protonthérapie"
2019 Pierre Fontaine "Prédiction de la réponse à la radiothérapie à partir de l'extraction de caractéristiques des images multimodales dans un contexte radiomics"
Sarah Matta "Automatic recognition of retinal pathologies in a context of massive screening using deep learning"
2018 Julien Salvadori "Implémentation d’une méthode de correction des mouvements respiratoires sur un TEP-CT de nouvelle génération"

Expertise and consultancy
2025 Reviewer for the ARIS call to projects (Slovenia)
Reviewer for the EANM annual meeting abstracts
2024 Reviewer for the ARIS call to projects (Slovenia)
Member of the jury evaluating candidates applying for a PhD position at the University of Brest
Reviewer for the EANM annual meeting abstracts
2023 Reviewer for the ARIS call to projects (Slovenia)
Reviewer for the ETH call to projects (Switzerland)
Reviewer for the ANR generic call (France)
Reviewer for the EANM annual meeting abstracts
Reviewer for the IEEE MIC papers
Reviewer for promotion to Prof status at Catholic University of Angers
2022 Reviewer for the EANM annual meeting abstracts
Reviewer for the IEEE MIC papers
Member of the INRIA (team MONC) evaluation committee
Reviewer for the best PhD award by the SFGBM
Reviewer for the ANR generic call (France)
2021 Member of the jury evaluating candidates for the IEEE NMISC Bruce Hasegawa young investigator award
Member of the jury evaluating candidates applying for a PhD position at the University of Brest
Reviewer for the SESAME call (ile de France region)
Reviewer for the EANM annual meeting abstracts
Reviewer for the SNMMI annual meeting abstracts
Reviewer for the IEEE MIC papers
2020 Member of the jury evaluating candidates for the IEEE NMISC Bruce Hasegawa young investigator award
Member of the jury evaluating candidates applying for an HDR at Université de Paris 
Member of the jury evaluating candidates applying for a permanent position of associate professor at the TUM institution (Munich, Germany)
Member of the jury evaluating candidates applying for a PhD position at the University of Brest
Reviewer for the SESAME call (ile de France region)
Reviewer for the EANM annual meeting abstracts
Reviewer for the IEEE MIC papers
Reviewer for the SNMMI annual meeting abstracts
2019 Reviewer for the SESAME call (ile de France region)
Reviewer for the call research funds (Normandie Ligue contre le cancer)
Reviewer for the call Deutsche Forschungsgemeinschaft
Reviewer for the EANM annual meeting abstracts
Reviewer for the IEEE MIC papers
Reviewer for the SNMMI annual meeting abstracts
2018 Member of selection committee for recruitment of associate professor position, section 61
Member of the HCERES evaluation committee (INSERM UMR 1030)
Reviewer for the ANR 2018 generic call (France)
Reviewer for the SESAME call (ile de France region)
Reviewer for the APHP resident positions call
Reviewer for the Dutch Cancer Society and KWF Kankerbestrijding (the Netherlands)
Reviewer for the best PhD award by the SFGBM
Reviewer for the EMIM abstracts
Reviewer for the IEEE MIC papers
Reviewer for the AAPM annual meeting abstracts
Reviewer for the SNMMI annual meeting abstracts
2017 Reviewer for the call to projects Personalized Health and Related Technologies of the ETH Domain, Switzerland
Reviewer for the call to projects emergence by the cancéropole Grand-Est, France
Reviewer for the call to interdisciplinary projects by the University of Nantes, France
Reviewer for dutch cancer society call for projects (the Netherlands)
Reviewer for the best PhD award by the SFGBM
Reviewer for the IEEE MIC papers
Reviewer for the SFMN annual meeting abstracts
Reviewer for the SNMMI annual meeting abstracts
2016 Reviewer for the SNMMI annual meeting abstracts
Member of the jury for the competitive selection of PhD grants for the biology and health doctoral school in the university of Lille, France
Member of the jury of the PhD and post-doc awards for the annual meeting of IBSAM, Brest, France
Reviewer for the best PhD award by the SFGBM
Reviewer for the IEEE MIC papers
Reviewer for the ANR 2016 generic call (France)
2015 Consultancy as an expert of textural features analysis of PET images for the IRL lab of the University of Washington, Seattle, USA.
Reviewer for the Pink Ribbon association (the Netherlands)

Scientific societies memberships
Institute of Electrical and Electronics Engineers (IEEE)
Society of Nuclear Medicine and Molecular Imaging (SNMMI)
European Association of Nuclear Medicine (EANM)
American Association of Physicists in Medicine (AAPM)
Société Française de Génie Biologique et Médical (SFGBM)