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 | 165 | 2022 |
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 | 146 | 2021 |
Overview of the HECKTOR challenge at MICCAI 2020: automatic head and neck tumor segmentation in PET/CT V Andrearczyk, V Oreiller, M Jreige, M Vallieres, J Castelli, H Elhalawani, ... Head and Neck Tumor Segmentation: First Challenge, HECKTOR 2020, Held in …, 2021 | 94 | 2021 |
Automatic segmentation of head and neck tumors and nodal metastases in PET-CT scans V Andrearczyk, V Oreiller, M Vallières, J Castelli, H Elhalawani, M Jreige, ... Medical imaging with deep learning, 33-43, 2020 | 71 | 2020 |
Multi-task deep segmentation and radiomics for automatic prognosis in head and neck cancer V Andrearczyk, P Fontaine, V Oreiller, J Castelli, M Jreige, JO Prior, ... Predictive Intelligence in Medicine: 4th International Workshop, PRIME 2021 …, 2021 | 28 | 2021 |
Exploring local rotation invariance in 3D CNNs with steerable filters V Andrearczyk, J Fageot, V Oreiller, X Montet, A Depeursinge International Conference on Medical Imaging with Deep Learning, 15-26, 2019 | 25 | 2019 |
Biomedical image analysis competitions: The state of current participation practice M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, ... arXiv preprint arXiv:2212.08568, 2022 | 21 | 2022 |
Local rotation invariance in 3D CNNs V Andrearczyk, J Fageot, V Oreiller, X Montet, A Depeursinge Medical image analysis 65, 101756, 2020 | 20 | 2020 |
Oropharynx detection in PET-CT for tumor segmentation V Andrearczyk, V Oreiller, A Depeursinge Irish Machine Vision and Image Processing 188, 2020 | 20 | 2020 |
Why is the winner the best? M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, S Ali, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 17 | 2023 |
Head and Neck Tumor Segmentation and Outcome Prediction V Andrearczyk, V Oreiller, M Hatt, A Depeursinge UK: Springer, 2022 | 13 | 2022 |
Segmentation and classification of head and neck nodal metastases and primary tumors in PET/CT V Andrearczyk, V Oreiller, M Jreige, J Castelli, JO Prior, A Depeursinge 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 8 | 2022 |
Fully automatic head and neck cancer prognosis prediction in PET/CT P Fontaine, V Andrearczyk, V Oreiller, J Castelli, M Jreige, JO Prior, ... Multimodal Learning for Clinical Decision Support: 11th International …, 2021 | 8 | 2021 |
Head and Neck Tumor Segmentation V Andrearczyk, V Oreiller, A Depeursinge Springer International Publishing, 2021 | 8 | 2021 |
Solid spherical energy (SSE) CNNs for efficient 3D medical image analysis V Andrearczyk, V Oreiller, J Fageot, X Montet, A Depersinge Proceedings of the 21st Irish Machine Vision and Image Processing Conference …, 2019 | 8 | 2019 |
Automatic head and neck tumor segmentation and outcome prediction relying on FDG-PET/CT images: findings from the second edition of the HECKTOR challenge V Andrearczyk, V Oreiller, S Boughdad, CC Le Rest, O Tankyevych, ... Medical Image Analysis 90, 102972, 2023 | 6 | 2023 |
Head and Neck Tumor Segmentation: First Challenge, HECKTOR 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Proceedings V Andrearczyk, V Oreiller, A Depeursinge Springer Nature, 2021 | 6 | 2021 |
QuantImage v2: a comprehensive and integrated physician-centered cloud platform for radiomics and machine learning research D Abler, R Schaer, V Oreiller, H Verma, J Reichenbach, O Aidonopoulos, ... European Radiology Experimental 7 (1), 16, 2023 | 5 | 2023 |
Cleaning radiotherapy contours for radiomics studies, is it worth it? A head and neck cancer study P Fontaine, V Andrearczyk, V Oreiller, D Abler, J Castelli, O Acosta, ... Clinical and translational radiation oncology 33, 153-158, 2022 | 5 | 2022 |
Head and Neck Tumor Segmentation and Outcome Prediction: Third Challenge, HECKTOR 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings V Andrearczyk, V Oreiller, M Hatt, A Depeursinge Springer Nature, 2023 | 4 | 2023 |