| 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 | 153 | 2018 |
| Artificial intelligence, machine (deep) learning and radio (geno) mics: definitions and nuclear medicine imaging applications D Visvikis, C Cheze Le Rest, V Jaouen, M Hatt European journal of nuclear medicine and molecular imaging 46 (13), 2630-2637, 2019 | 140 | 2019 |
| Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning A Hering, L Hansen, TCW Mok, ACS Chung, H Siebert, S Häger, A Lange, ... IEEE Transactions on Medical Imaging 42 (3), 697-712, 2022 | 122 | 2022 |
| Tumour functional sphericity from PET images: prognostic value in NSCLC and impact of delineation method M Hatt, B Laurent, H Fayad, V Jaouen, D Visvikis, CC Le Rest European journal of nuclear medicine and molecular imaging 45, 630-641, 2018 | 55 | 2018 |
| Radiomics in PET/CT: current status and future AI-based evolutions M Hatt, CC Le Rest, N Antonorsi, F Tixier, O Tankyevych, V Jaouen, ... Seminars in Nuclear Medicine 51 (2), 126-133, 2021 | 41 | 2021 |
| Radiomics analysis of 3D dose distributions to predict toxicity of radiotherapy for lung cancer V Bourbonne, R Da-Ano, V Jaouen, F Lucia, G Dissaux, J Bert, O Pradier, ... Radiotherapy and Oncology 155, 144-150, 2021 | 40 | 2021 |
| Variational segmentation of vector-valued images with gradient vector flow V Jaouen, P Gonzalez, S Stute, D Guilloteau, S Chalon, I Buvat, C Tauber IEEE Transactions on Image Processing 23 (11), 4773-4785, 2014 | 36 | 2014 |
| Convolutional neural networks for PET functional volume fully automatic segmentation: development and validation in a multi-center setting A Iantsen, M Ferreira, F Lucia, V Jaouen, C Reinhold, P Bonaffini, J Alfieri, ... European Journal of Nuclear Medicine and Molecular Imaging 48, 3444-3456, 2021 | 23 | 2021 |
| Evaluation of conventional and deep learning based image harmonization methods in radiomics studies F Tixier, V Jaouen, C Hognon, O Gallinato, T Colin, D Visvikis Physics in Medicine & Biology 66 (24), 245009, 2021 | 22 | 2021 |
| Current and emerging trends in medical image segmentation with deep learning PH Conze, G Andrade-Miranda, VK Singh, V Jaouen, D Visvikis IEEE Transactions on Radiation and Plasma Medical Sciences, 2023 | 20 | 2023 |
| Dosimetric validation of a GAN-based pseudo-CT generation for MRI-only stereotactic brain radiotherapy V Bourbonne, V Jaouen, C Hognon, N Boussion, F Lucia, O Pradier, ... Cancers 13 (5), 1082, 2021 | 20 | 2021 |
| Image enhancement with PDEs and nonconservative advection flow fields V Jaouen, J Bert, N Boussion, H Fayad, M Hatt, D Visvikis IEEE Transactions on Image Processing, 2018 | 19 | 2018 |
| Development of a radiomic-based model predicting lymph node involvement in prostate cancer patients V Bourbonne, V Jaouen, TA Nguyen, V Tissot, L Doucet, M Hatt, ... Cancers 13 (22), 5672, 2021 | 18 | 2021 |
| Standardization of multicentric image datasets with generative adversarial networks C Hognon, F Tixier, O Gallinato, T Colin, D Visvikis, V Jaouen IEEE Nuclear Science Symposium and Medical Imaging Conference 2019, 2019 | 18 | 2019 |
| Prostate volume segmentation in TRUS using hybrid edge-Bhattacharyya active surfaces V Jaouen, J Bert, KA Mountris, N Boussion, U Schick, O Pradier, A Valeri, ... IEEE Transactions on Biomedical Engineering 66 (4), 920-933, 2018 | 15 | 2018 |
| Radiomics analysis of 3d dose distributions to predict toxicity of radiotherapy for cervical cancer F Lucia, V Bourbonne, D Visvikis, O Miranda, DM Gujral, D Gouders, ... Journal of Personalized Medicine 11 (5), 398, 2021 | 14 | 2021 |
| Squeeze-and-excitation normalization for brain tumor segmentation A Iantsen, V Jaouen, D Visvikis, M Hatt Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2021 | 14 | 2021 |
| Prediction of recurrence after surgery in colorectal cancer patients using radiomics from diagnostic contrast-enhanced computed tomography: a two-center study B Badic, R Da-Ano, K Poirot, V Jaouen, B Magnin, J Gagnière, D Pezet, ... European Radiology 32 (1), 405-414, 2022 | 13 | 2022 |
| Development and prospective validation of a spatial dose pattern based model predicting acute pulmonary toxicity in patients treated with volumetric arc-therapy for locally … V Bourbonne, F Lucia, V Jaouen, J Bert, M Rehn, O Pradier, D Visvikis, ... Radiotherapy and Oncology 164, 43-49, 2021 | 10 | 2021 |
| Use of radiomics in the radiation oncology setting: Where do we stand and what do we need? U Schick, F Lucia, V Bourbonne, G Dissaux, O Pradier, V Jaouen, F Tixier, ... Cancer/Radiotherapie 24 (6-7), 755-761, 2020 | 10 | 2020 |
Mathieu HattLaTIM, INSERM UMR 1101, Univ Brest, FranceПотвърден имейл адрес: inserm.fr
