Mathieu Hatt
Mathieu Hatt
LaTIM, INSERM UMR 1101, Univ Brest, France
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The image biomarker standardization initiative: standardized quantitative radiomics for high-throughput image-based phenotyping
A Zwanenburg, M Vallières, MA Abdalah, HJWL Aerts, V Andrearczyk, ...
Radiology 295 (2), 328-338, 2020
Intratumor heterogeneity characterized by textural features on baseline 18F-FDG PET images predicts response to concomitant radiochemotherapy in esophageal cancer
F Tixier, CC Le Rest, M Hatt, N Albarghach, O Pradier, JP Metges, ...
Journal of Nuclear Medicine 52 (3), 369-378, 2011
Characterization of PET/CT images using texture analysis: the past, the present… any future?
M Hatt, F Tixier, L Pierce, PE Kinahan, CC Le Rest, D Visvikis
European journal of nuclear medicine and molecular imaging 44 (1), 151-165, 2017
18F-FDG PET uptake characterization through texture analysis: investigating the complementary nature of heterogeneity and functional tumor volume in a multi–cancer site patient …
M Hatt, M Majdoub, M Vallières, F Tixier, CC Le Rest, D Groheux, ...
Journal of nuclear medicine 56 (1), 38-44, 2015
A fuzzy locally adaptive Bayesian segmentation approach for volume determination in PET
M Hatt, CC Le Rest, A Turzo, C Roux, D Visvikis
IEEE transactions on medical imaging 28 (6), 881-893, 2009
Reproducibility of tumor uptake heterogeneity characterization through textural feature analysis in 18F-FDG PET
F Tixier, M Hatt, CC Le Rest, A Le Pogam, L Corcos, D Visvikis
Journal of Nuclear Medicine 53 (5), 693-700, 2012
Robustness of intratumour 18F-FDG PET uptake heterogeneity quantification for therapy response prediction in oesophageal carcinoma
M Hatt, F Tixier, C Cheze Le Rest, O Pradier, D Visvikis
European journal of nuclear medicine and molecular imaging 40, 1662-1671, 2013
Prediction of outcome using pretreatment 18F-FDG PET/CT and MRI radiomics in locally advanced cervical cancer treated with chemoradiotherapy
F Lucia, D Visvikis, MC Desseroit, O Miranda, JP Malhaire, P Robin, ...
European journal of nuclear medicine and molecular imaging 45, 768-786, 2018
Accurate automatic delineation of heterogeneous functional volumes in positron emission tomography for oncology applications
M Hatt, CC Le Rest, P Descourt, A Dekker, D De Ruysscher, M Oellers, ...
International Journal of Radiation Oncology* Biology* Physics 77 (1), 301-308, 2010
Classification and evaluation strategies of auto‐segmentation approaches for PET: Report of AAPM task group No. 211
M Hatt, JA Lee, CR Schmidtlein, IE Naqa, C Caldwell, E De Bernardi, ...
Medical physics 44 (6), e1-e42, 2017
Responsible radiomics research for faster clinical translation
M Vallières, A Zwanenburg, B Badic, CC Le Rest, D Visvikis, M Hatt
Journal of Nuclear Medicine 59 (2), 189-193, 2018
Visual versus quantitative assessment of intratumor 18F-FDG PET uptake heterogeneity: prognostic value in non–small cell lung cancer
F Tixier, M Hatt, C Valla, V Fleury, C Lamour, S Ezzouhri, P Ingrand, ...
Journal of Nuclear Medicine 55 (8), 1235-1241, 2014
Head and neck tumor segmentation in PET/CT: the HECKTOR challenge
V Oreiller, V Andrearczyk, M Jreige, S Boughdad, H Elhalawani, J Castelli, ...
Medical image analysis 77, 102336, 2022
External validation of a combined PET and MRI radiomics model for prediction of recurrence in cervical cancer patients treated with chemoradiotherapy
F Lucia, D Visvikis, M Vallières, MC Desseroit, O Miranda, P Robin, ...
European journal of nuclear medicine and molecular imaging 46, 864-877, 2019
Haralick textural features on T2‐weighted MRI are associated with biochemical recurrence following radiotherapy for peripheral zone prostate cancer
K Gnep, A Fargeas, RE Gutiérrez‐Carvajal, F Commandeur, R Mathieu, ...
Journal of Magnetic Resonance Imaging 45 (1), 103-117, 2017
Impact of tumor size and tracer uptake heterogeneity in 18F-FDG PET and CT non–small cell lung cancer tumor delineation
M Hatt, C Cheze-le Rest, A Van Baardwijk, P Lambin, O Pradier, ...
Journal of Nuclear Medicine 52 (11), 1690-1697, 2011
Prognostic value of 18F-FDG PET image-based parameters in oesophageal cancer and impact of tumour delineation methodology
M Hatt, D Visvikis, NM Albarghach, F Tixier, O Pradier, C Cheze-le Rest
European journal of nuclear medicine and molecular imaging 38, 1191-1202, 2011
Reliability of PET/CT shape and heterogeneity features in functional and morphologic components of non–small cell lung cancer tumors: a repeatability analysis in a prospective …
MC Desseroit, F Tixier, WA Weber, BA Siegel, CC Le Rest, D Visvikis, ...
Journal of Nuclear Medicine 58 (3), 406-411, 2017
Overview of the HECKTOR challenge at MICCAI 2021: automatic head and neck tumor segmentation and outcome prediction in PET/CT images
V Andrearczyk, V Oreiller, S Boughdad, CCL Rest, H Elhalawani, ...
3D head and neck tumor segmentation in PET/CT challenge, 1-37, 2021
The first MICCAI challenge on PET tumor segmentation
M Hatt, B Laurent, A Ouahabi, H Fayad, S Tan, L Li, W Lu, V Jaouen, ...
Medical image analysis 44, 177-195, 2018
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