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Paul Desbordes
Paul Desbordes
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Artificial intelligence and machine learning for medical imaging: A technology review
A Barragán-Montero, U Javaid, G Valdés, D Nguyen, P Desbordes, ...
Physica Medica 83, 242-256, 2021
2322021
Feature selection for outcome prediction in oesophageal cancer using genetic algorithm and random forest classifier
D Paul, R Su, M Romain, V Sébastien, V Pierre, G Isabelle
Computerized Medical Imaging and Graphics 60, 42-49, 2017
1312017
Combination of baseline FDG PET/CT total metabolic tumour volume and gene expression profile have a robust predictive value in patients with diffuse large B-cell lymphoma
MN Toledano, P Desbordes, A Banjar, I Gardin, P Vera, P Ruminy, ...
European Journal of Nuclear Medicine and Molecular Imaging 45, 680-688, 2018
842018
Predictive value of initial FDG-PET features for treatment response and survival in esophageal cancer patients treated with chemo-radiation therapy using a random forest classifier
P Desbordes, S Ruan, R Modzelewski, P Pineau, S Vauclin, P Gouel, ...
PLoS One 12 (3), e0173208, 2017
542017
Secure architectures implementing trusted coalitions for blockchained distributed learning (TCLearn)
S Lugan, P Desbordes, E Brion, LXR Tormo, A Legay, B Macq
Ieee Access 7, 181789-181799, 2019
412019
Cross-domain data augmentation for deep-learning-based male pelvic organ segmentation in cone beam CT
J Léger, E Brion, P Desbordes, C De Vleeschouwer, JA Lee, B Macq
Applied Sciences 10 (3), 1154, 2020
272020
Tumor fragmentation estimated by volume surface ratio of tumors measured on 18F-FDG PET/CT is an independent prognostic factor of diffuse large B-cell lymphoma
P Decazes, S Becker, MN Toledano, P Vera, P Desbordes, F Jardin, ...
European journal of nuclear medicine and molecular imaging 45, 1672-1679, 2018
272018
3D automated lymphoma segmentation in PET images based on cellular automata
P Desbordes, C Petitjean, S Ruan
2014 4th International Conference on Image Processing Theory, Tools and …, 2014
232014
Reinforcement learning for radiotherapy dose fractioning automation
G Moreau, V François-Lavet, P Desbordes, B Macq
Biomedicines 9 (2), 214, 2021
132021
Segmentation of lymphoma tumor in PET images using cellular automata: a preliminary study
P Desbordes, C Petitjean, S Ruan
IRBM 37 (1), 3-10, 2016
82016
Predictive value of dosimetry indices for treatment response in liver cancer patients treated with yttrium 90 microspheres using a random forest algorithm
I Gardin, M Fdhila, P Desbordes, J Smadja, R Lebtahi, A Dieudonne
Journal of Nuclear Medicine 58 (supplement 1), 197-197, 2017
52017
Sébastien. V., pierre, V., and Isabelle V. 2017. Feature selection for outcome prediction in oesophageal cancer using genetic algorithm and random forest classifier
D Paul, R Su, M Romain
Computerized Medical Imaging and Graphics 60, 42-49, 2017
52017
Predicting total lung capacity from spirometry: a machine learning approach
L Beverin, M Topalovic, A Halilovic, P Desbordes, W Janssens, M De Vos
Frontiers in Medicine 10, 1174631, 2023
32023
Lee John A
BM Ana, J Umair, V Gilmer, N Dan, D Paul, M Benoit, W Siri, V Liesbeth, ...
Artificial intelligence and machine learning for medical imaging: A …, 2021
32021
Insights into spirometry usage and the potential for AI-based decision support software in Belgian primary care
M De Vos, J Maes, K Van Orshoven, P Desbordes, V Vanheule, ...
European Respiratory Journal 62 (suppl 67), 2023
22023
Méthode de sélection de caractéristiques pronostiques et prédictives basée sur les forêts aléatoires pour le suivi thérapeutique des lésions tumorales par imagerie …
P Desbordes
Normandie Université, 2017
22017
Implications of the new ERS/ATS standards on the interpretation of lung function tests
P Desbordes, M De Vos, J Maes, F de Jongh, K Sylvester, CF Vogelmeier, ...
European Respiratory Journal 61 (3), 2023
12023
Prognostic Power of Texture Based Morphological Operations in a Radiomics Study for Lung Cancer
P Desbordes, B Macq
arXiv preprint arXiv:2012.12652, 2020
12020
Tumor fragmentation estimated by the volume surface ratio of tumors measured on FDG PET/CT is an independent prognostic factor of diffuse large B-cell lymphoma
P Decazes, S Becker, M TolÃ, P Vera, P Desbordes, F Jardin, H Tilly, ...
Journal of Nuclear Medicine 59 (supplement 1), 1416-1416, 2018
12018
Is Onsite Spirometry Quality Predicting the Quality of Home Spirometry?
B Cuyvers, P Desbordes, M Topalovic, S Biondaro, I Montagna, S Corre, ...
A38. HIGHLIGHTS OF BEHAVIORAL SCIENCE AND HEALTH SERVICES RESEARCH, A1463-A1463, 2024
2024
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