Exploring local rotation invariance in 3D CNNs with steerable filters. - Vincent Andrearczyk; Julien Fageot; Valentin Oreiller; Xavier Montet; Adrien Depeursinge (MIDL, 2019)

Overview of the HECKTOR Challenge at MICCAI 2020: Automatic Head and Neck Tumor Segmentation in PET/CT. - Vincent Andrearczyk; Valentin Oreiller; Mario Jreige; Martin Vallières; Joël Castelli; Hesham Elhalawani; Sarah Boughdad; John O. Prior; Adrien Depeursinge (HECKTOR@MICCAI, 2020)

Automatic Segmentation of Head and Neck Tumors and Nodal Metastases in PET-CT scans. - Vincent Andrearczyk; Valentin Oreiller; Martin Vallières; Joël Castelli; Hesham Elhalawani; Mario Jreige; Sarah Boughdad; John O. Prior; Adrien Depeursinge (MIDL, 2020)

3D Solid Spherical Bispectrum CNNs for Biomedical Texture Analysis. - Valentin Oreiller; Vincent Andrearczyk; Julien Fageot; John O. Prior; Adrien Depeursinge (CoRR, 2020)

Local rotation invariance in 3D CNNs. - Vincent Andrearczyk; Julien Fageot; Valentin Oreiller; Xavier Montet; Adrien Depeursinge (Medical Image Anal., 2020)

Comparison of MR Preprocessing Strategies and Sequences for Radiomics-Based MGMT Prediction. - Daniel Abler; Vincent Andrearczyk; Valentin Oreiller; Javier Barranco Garcia; Diem Vuong; Stephanie Tanadini-Lang; Matthias Guckenberger; Mauricio Reyes 001; Adrien Depeursinge (BrainLes@MICCAI (2), 2021)

Multi-task Deep Segmentation and Radiomics for Automatic Prognosis in Head and Neck Cancer. - Vincent Andrearczyk; Pierre Fontaine; Valentin Oreiller; Joël Castelli; Mario Jreige; John O. Prior; Adrien Depeursinge (PRIME@MICCAI, 2021)

Overview of the HECKTOR Challenge at MICCAI 2021: Automatic Head and Neck Tumor Segmentation and Outcome Prediction in PET/CT Images. - Vincent Andrearczyk; Valentin Oreiller; Sarah Boughdad; Catherine Cheze Le Rest; Hesham Elhalawani; Mario Jreige; John O. Prior; Martin Vallières; Dimitris Visvikis; Mathieu Hatt; Adrien Depeursinge (HECKTOR@MICCAI, 2021)

Fully Automatic Head and Neck Cancer Prognosis Prediction in PET/CT. - Pierre Fontaine; Vincent Andrearczyk; Valentin Oreiller; Joël Castelli; Mario Jreige; John O. Prior; Adrien Depeursinge (ML-CDS@MICCAI, 2021)

Segmentation and Classification of Head and Neck Nodal Metastases and Primary Tumors in PET/CT. - Vincent Andrearczyk; Valentin Oreiller; Mario Jreige; Joël Castelli; John O. Prior; Adrien Depeursinge (EMBC, 2022)

Overview of the HECKTOR Challenge at MICCAI 2022: Automatic Head and Neck Tumor Segmentation and Outcome Prediction in PET/CT. - Vincent Andrearczyk; Valentin Oreiller; Moamen Abobakr; Azadeh Akhavanallaf; Panagiotis Balermpas; Sarah Boughdad; Leo Capriotti; Joël Castelli; Catherine Cheze Le Rest; Pierre Decazes; Ricardo Correia 006; Dina El-Habashy; et al. (HECKTOR@MICCAI, 2022)

Robust Multi-Organ Nucleus Segmentation Using a Locally Rotation Invariant Bispectral U-Net. - Valentin Oreiller; Julien Fageot; Vincent Andrearczyk; John O. Prior; Adrien Depeursinge (MIDL, 2022)

Head and neck tumor segmentation in PET/CT: The HECKTOR challenge. - Valentin Oreiller; Vincent Andrearczyk; Mario Jreige; Sarah Boughdad; Hesham Elhalawani; Joël Castelli; Martin Vallières; Simeng Zhu; Juanying Xie; Ying Peng; Andrei Iantsen; Mathieu Hatt; et al. (Medical Image Anal., 2022)

Why is the Winner the Best? - Matthias Eisenmann; Annika Reinke; Vivienn Weru; Minu Dietlinde Tizabi; Fabian Isensee; Tim J. Adler; Sharib Ali; Vincent Andrearczyk; Marc Aubreville; Ujjwal Baid; Spyridon Bakas; Niranjan Balu; et al. (CVPR, 2023)

Why is the winner the best? - Matthias Eisenmann; Annika Reinke; Vivienn Weru; Minu Dietlinde Tizabi; Fabian Isensee; Tim J. Adler; Sharib Ali; Vincent Andrearczyk; Marc Aubreville; Ujjwal Baid; Spyridon Bakas; Niranjan Balu; et al. (CoRR, 2023)

Automatic Head and Neck Tumor segmentation and outcome prediction relying on FDG-PET/CT images: Findings from the second edition of the HECKTOR challenge. - Vincent Andrearczyk; Valentin Oreiller; Sarah Boughdad; Catherine Cheze Le Rest; Olena Tankyevych; Hesham Elhalawani; Mario Jreige; John O. Prior; Martin Vallières; Dimitris Visvikis; Mathieu Hatt; Adrien Depeursinge (Medical Image Anal., 2023)

A Bispectral 3D U-Net for Rotation Robustness in Medical Segmentation. - Arthur Chevalley; Valentin Oreiller; Julien Fageot; John O. Prior; Vincent Andrearczyk; Adrien Depeursinge (TGI3@MICCAI, 2024)