M Hatt

Affiliations

LaTIM, INSERM, UMR 1101, Université de Bretagne Occidentale, Brest, France.

Publications (19)

Use of radiomics in the radiation oncology setting: Where do we stand and what do we need?

Cancer radiotherapie : journal de la Societe francaise de radiotherapie oncologique

Avec: U Schick , F Lucia , V Bourbonne , G Dissaux , O Pradier , V Jaouen , F Tixier , D Visvikis , M Hatt

Reoxygenation during radiotherapy in intermediate-risk prostate cancer.

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology

Avec: Stéphane Supiot , Caroline Rousseau , Mélanie Dore , Catherine Chèze-Le-Rest , Christine Kandel-Aznar , Vincent Potiron , Stéphane Guerif , François Paris , Ludovic Ferrer , Loïc Campion , Philippe Meingan , Grégory Delpon , Mathieu Hatt , Dimitris Visvikis

Radiomics: Data Are Also Images.

Journal of nuclear medicine : official publication, Society of Nuclear Medicine

Avec: Mathieu Hatt , Catherine Cheze Le Rest , Florent Tixier , Bogdan Badic , Ulrike Schick , Dimitris Visvikis

Machine learning for radiomics-based multimodality and multiparametric modeling.

The quarterly journal of nuclear medicine and molecular imaging : official publication of the Italian Association of Nuclear Medicine (AIMN) [and] the International Association of Radiopharmacology (IAR), [and] Section of the Society of...

Avec: Lise Wei , Sarah Osman , Mathieu Hatt , Issam El Naqa

External validation of a combined PET and MRI radiomics model for prediction of recurrence in cervical cancer patients treated with chemoradiotherapy.

European journal of nuclear medicine and molecular imaging

Avec: François Lucia , Dimitris Visvikis , Martin Vallières , Marie-Charlotte Desseroit , Omar Miranda , Philippe Robin , Pietro Andrea Bonaffini , Joanne Alfieri , Ingrid Masson , Augustin Mervoyer , Caroline Reinhold , Olivier Pradier , Mathieu Hatt , Ulrike Schick

Artificial intelligence: Deep learning in oncological radiomics and challenges of interpretability and data harmonization.

Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB)

Avec: Panagiotis Papadimitroulas , Lennart Brocki , Neo Christopher Chung , Wistan Marchadour , Franck Vermet , Laurent Gaubert , Vasilis Eleftheriadis , Dimitris Plachouris , Dimitris Visvikis , George C Kagadis , Mathieu Hatt

Comparison and Fusion of Machine Learning Algorithms for Prospective Validation of PET/CT Radiomic Features Prognostic Value in Stage II-III Non-Small Cell Lung Cancer.

Diagnostics (Basel, Switzerland)

Avec: Shima Sepehri , Olena Tankyevych , Taman Upadhaya , Dimitris Visvikis , Mathieu Hatt , Catherine Cheze Le Rest

Radiomics in PET/CT: Current Status and Future AI-Based Evolutions.

Seminars in nuclear medicine

Avec: Mathieu Hatt , Catherine Cheze Le Rest , Nils Antonorsi , Florent Tixier , Olena Tankyevych , Vincent Jaouen , Francois Lucia , Vincent Bourbonne , Ulrike Schick , Bogdan Badic , Dimitris Visvikis

Accurate Tumor Delineation

Frontiers in oncology

Avec: Shima Sepehri , Olena Tankyevych , Andrei Iantsen , Dimitris Visvikis , Mathieu Hatt , Catherine Cheze Le Rest

A transfer learning approach to facilitate ComBat-based harmonization of multicentre radiomic features in new datasets.

PloS one

Avec: Ronrick Da-Ano , François Lucia , Ingrid Masson , Ronan Abgral , Joanne Alfieri , Caroline Rousseau , Augustin Mervoyer , Caroline Reinhold , Olivier Pradier , Ulrike Schick , Dimitris Visvikis , Mathieu Hatt

Identification of CT radiomic features robust to acquisition and segmentation variations for improved prediction of radiotherapy-treated lung cancer patient recurrence.

Scientific reports

Avec: Thomas Louis , François Lucia , François Cousin , Carole Mievis , Nicolas Jansen , Bernard Duysinx , Romain Le Pennec , Dimitris Visvikis , Malik Nebbache , Martin Rehn , Mohamed Hamya , Margaux Geier , Pierre-Yves Salaun , Ulrike Schick , Mathieu Hatt , Philippe Coucke , Pierre Lovinfosse , Roland Hustinx

Revisiting the identification of tumor sub-volumes predictive of residual uptake after (chemo)radiotherapy: influence of segmentation methods on

Scientific reports

Avec: Mathieu Hatt , Florent Tixier , Marie-Charlotte Desseroit , Bogdan Badic , Baptiste Laurent , Dimitris Visvikis , Catherine Cheze Le Rest

Transcriptomics in cancer revealed by Positron Emission Tomography radiomics.

Scientific reports

Avec: Florent Tixier , Catherine Cheze-le-Rest , Ulrike Schick , Brigitte Simon , Xavier Dufour , Stéphane Key , Olivier Pradier , Marc Aubry , Mathieu Hatt , Laurent Corcos , Dimitris Visvikis

Next-Generation Radiogenomics Sequencing for Prediction of EGFR and KRAS Mutation Status in NSCLC Patients Using Multimodal Imaging and Machine Learning Algorithms.

Molecular imaging and biology

Avec: Isaac Shiri , Hasan Maleki , Ghasem Hajianfar , Hamid Abdollahi , Saeed Ashrafinia , Mathieu Hatt , Habib Zaidi , Mehrdad Oveisi , Arman Rahmim

Non-invasive imaging prediction of tumor hypoxia: A novel developed and externally validated CT and FDG-PET-based radiomic signatures.

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology

Avec: Sebastian Sanduleanu , Arthur Jochems , Taman Upadhaya , Aniek J G Even , Ralph T H Leijenaar , Frank J W M Dankers , Remy Klaassen , Henry C Woodruff , Mathieu Hatt , Hans J A M Kaanders , Olga Hamming-Vrieze , Hanneke W M van Laarhoven , Rathan M Subramiam , Shao Hui Huang , Brian O'Sullivan , Scott V Bratman , Ludwig J Dubois , Razvan L Miclea , Dario Di Perri , Xavier Geets , Mireia Crispin-Ortuzar , Aditya Apte , Joseph O Deasy , Jung Hun Oh , Nancy Y Lee , John L Humm , Heiko Schöder , Dirk De Ruysscher , Frank Hoebers , Philippe Lambin

["Adaptation of the tumour and its ecosystem to radiotherapies: Mechanisms, imaging and therapeutic approaches" XIVth edition of the workshop organised by the "Vectorisation, Imagerie, Radiothérapies" network of the Cancéropôle Grand-Ouest, 22-25 September 2021, Le Bono, France].

Bulletin du cancer

Avec: Françoise Léost , Grégory Delpon , Emmanuel Garcion , Jean-François Gestin , Mathieu Hatt , Vincent Potiron , Latifa Rbah-Vidal , Stéphane Supiot

Radiomics prognostic analysis of PET/CT images in a multicenter head and neck cancer cohort: investigating ComBat strategies, sub-volume characterization, and automatic segmentation.

European journal of nuclear medicine and molecular imaging

Avec: Hui Xu , Nassib Abdallah , Jean-Marie Marion , Pierre Chauvet , Clovis Tauber , Thomas Carlier , Lijun Lu , Mathieu Hatt

Enhancing histopathological image classification of invasive ductal carcinoma using hybrid harmonization techniques.

Scientific reports

Avec: Nassib Abdallah , Jean-Marie Marion , Clovis Tauber , Thomas Carlier , Mathieu Hatt , Pierre Chauvet

Radiomics analysis of 3D dose distributions to predict toxicity of radiotherapy for lung cancer.

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology

Avec: V Bourbonne , R Da-Ano , V Jaouen , F Lucia , G Dissaux , J Bert , O Pradier , D Visvikis , M Hatt , U Schick

Réseau de co-auteurs

Mathieu Hatt 17 collaborations

Dimitris Visvikis 11 collaborations

Ulrike Schick 6 collaborations

Catherine Cheze Le Rest 5 collaborations

Florent Tixier 4 collaborations

Bogdan Badic 3 collaborations

François Lucia 3 collaborations

Olivier Pradier 3 collaborations

Olena Tankyevych 3 collaborations

U Schick 2 collaborations

F Lucia 2 collaborations

V Bourbonne 2 collaborations

G Dissaux 2 collaborations

O Pradier 2 collaborations

V Jaouen 2 collaborations

D Visvikis 2 collaborations

Stéphane Supiot 2 collaborations

Caroline Rousseau 2 collaborations

Vincent Potiron 2 collaborations

Grégory Delpon 2 collaborations

Marie-Charlotte Desseroit 2 collaborations

Joanne Alfieri 2 collaborations

Ingrid Masson 2 collaborations

Augustin Mervoyer 2 collaborations

Caroline Reinhold 2 collaborations

Shima Sepehri 2 collaborations

Taman Upadhaya 2 collaborations

Nassib Abdallah 2 collaborations

Jean-Marie Marion 2 collaborations

Pierre Chauvet 2 collaborations

Clovis Tauber 2 collaborations

Thomas Carlier 2 collaborations

F Tixier 1 collaboration

Mélanie Dore 1 collaboration

Catherine Chèze-Le-Rest 1 collaboration

Christine Kandel-Aznar 1 collaboration

Stéphane Guerif 1 collaboration

François Paris 1 collaboration

Ludovic Ferrer 1 collaboration

Loïc Campion 1 collaboration

Philippe Meingan 1 collaboration

Lise Wei 1 collaboration

Sarah Osman 1 collaboration

Issam El Naqa 1 collaboration

Martin Vallières 1 collaboration

Omar Miranda 1 collaboration

Philippe Robin 1 collaboration

Pietro Andrea Bonaffini 1 collaboration

Panagiotis Papadimitroulas 1 collaboration

Lennart Brocki 1 collaboration

Neo Christopher Chung 1 collaboration

Wistan Marchadour 1 collaboration

Franck Vermet 1 collaboration

Laurent Gaubert 1 collaboration

Vasilis Eleftheriadis 1 collaboration

Dimitris Plachouris 1 collaboration

George C Kagadis 1 collaboration

Nils Antonorsi 1 collaboration

Vincent Jaouen 1 collaboration

Francois Lucia 1 collaboration

Vincent Bourbonne 1 collaboration

Andrei Iantsen 1 collaboration

Ronrick Da-Ano 1 collaboration

Ronan Abgral 1 collaboration

Thomas Louis 1 collaboration

François Cousin 1 collaboration

Carole Mievis 1 collaboration

Nicolas Jansen 1 collaboration

Bernard Duysinx 1 collaboration

Romain Le Pennec 1 collaboration

Malik Nebbache 1 collaboration

Martin Rehn 1 collaboration

Mohamed Hamya 1 collaboration

Margaux Geier 1 collaboration

Pierre-Yves Salaun 1 collaboration

Philippe Coucke 1 collaboration

Pierre Lovinfosse 1 collaboration

Roland Hustinx 1 collaboration

Baptiste Laurent 1 collaboration

Catherine Cheze-le-Rest 1 collaboration

Brigitte Simon 1 collaboration

Xavier Dufour 1 collaboration

Stéphane Key 1 collaboration

Marc Aubry 1 collaboration

Laurent Corcos 1 collaboration

Isaac Shiri 1 collaboration

Hasan Maleki 1 collaboration

Ghasem Hajianfar 1 collaboration

Hamid Abdollahi 1 collaboration

Saeed Ashrafinia 1 collaboration

Habib Zaidi 1 collaboration

Mehrdad Oveisi 1 collaboration

Arman Rahmim 1 collaboration

Sebastian Sanduleanu 1 collaboration

Arthur Jochems 1 collaboration

Aniek J G Even 1 collaboration

Ralph T H Leijenaar 1 collaboration

Frank J W M Dankers 1 collaboration

Remy Klaassen 1 collaboration

Henry C Woodruff 1 collaboration

Hans J A M Kaanders 1 collaboration

Olga Hamming-Vrieze 1 collaboration

Hanneke W M van Laarhoven 1 collaboration

Rathan M Subramiam 1 collaboration

Shao Hui Huang 1 collaboration

Brian O'Sullivan 1 collaboration

Scott V Bratman 1 collaboration

Ludwig J Dubois 1 collaboration

Razvan L Miclea 1 collaboration

Dario Di Perri 1 collaboration

Xavier Geets 1 collaboration

Mireia Crispin-Ortuzar 1 collaboration

Aditya Apte 1 collaboration

Joseph O Deasy 1 collaboration

Jung Hun Oh 1 collaboration

Nancy Y Lee 1 collaboration

John L Humm 1 collaboration

Heiko Schöder 1 collaboration

Dirk De Ruysscher 1 collaboration

Frank Hoebers 1 collaboration

Philippe Lambin 1 collaboration

Françoise Léost 1 collaboration

Emmanuel Garcion 1 collaboration

Jean-François Gestin 1 collaboration

Latifa Rbah-Vidal 1 collaboration

Hui Xu 1 collaboration

Lijun Lu 1 collaboration

R Da-Ano 1 collaboration

J Bert 1 collaboration