Romain Modzelewski

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 15

Top Topics

Outcome Prediction

Top Venues

Comput. Biol. Medicine

Comput. Medical Imaging Graph.

Pattern Recognit.

Publications

Tongxue Zhou, Alexandra Noeuveglise, Romain Modzelewski, Fethi Ghazouani, Sébastien Thureau, Maxime Fontanilles, Su Ruan
Prediction of brain tumor recurrence location based on multi-modal fusion and nonlinear correlation learning. CoRR (2023)
Tongxue Zhou, Alexandra Noeuveglise, Romain Modzelewski, Fethi Ghazouani, Sébastien Thureau, Maxime Fontanilles, Su Ruan
Prediction of brain tumor recurrence location based on multi-modal fusion and nonlinear correlation learning. Comput. Medical Imaging Graph. 106 (2023)
Francesco Cremonesi, Marc Vesin, Sergen Cansiz, Yannick Bouillard, Irene Balelli, Lucia Innocenti, Santiago S. Silva R., Samy-Safwan Ayed, Riccardo Taiello, Laetitia Kameni, Richard Vidal, Fanny Orlhac, Christophe Nioche, Nathan Lapel, Bastien Houis, Romain Modzelewski, Olivier Humbert, Melek Önen, Marco Lorenzi
Fed-BioMed: Open, Transparent and Trusted Federated Learning for Real-world Healthcare Applications. CoRR (2023)
Amine Amyar, Romain Modzelewski, Pierre Vera, Vincent Morard, Su Ruan
Multi-Task Multi-Scale Learning For Outcome Prediction in 3D PET Images. CoRR (2022)
Amine Amyar, Romain Modzelewski, Pierre Vera, Vincent Morard, Su Ruan
Weakly Supervised Tumor Detection in PET Using Class Response for Treatment Outcome Prediction. J. Imaging 8 (5) (2022)
Amine Amyar, Romain Modzelewski, Pierre Vera, Vincent Morard, Su Ruan
Multi-task multi-scale learning for outcome prediction in 3D PET images. Comput. Biol. Medicine 151 (Part) (2022)
Thibaud Brochet, Jérôme Lapuyade-Lahorgue, Alexandre Huat, Sébastien Thureau, David Pasquier, Isabelle Gardin, Romain Modzelewski, David Gibon, Juliette Thariat, Vincent Grégoire, Pierre Vera, Su Ruan
Correction: Brochet et al. A Quantitative Comparison between Shannon and Tsallis-Havrda-Charvat Entropies Applied to Cancer Outcome Prediction. Entropy 2022, 24, 436. Entropy 24 (5) (2022)
Tongxue Zhou, Alexandra Noeuveglise, Fethi Ghazouani, Romain Modzelewski, Sébastien Thureau, Maxime Fontanilles, Su Ruan
Prediction of Brain Tumor Recurrence Location Based on Kullback-Leibler Divergence and Nonlinear Correlation Learning. ICPR (2022)
Amine Amyar, Romain Modzelewski, Pierre Vera, Vincent Morard, Su Ruan
Weakly Supervised PET Tumor Detection Using Class Response. CoRR (2020)
Amine Amyar, Romain Modzelewski, Hua Li, Su Ruan
Multi-task deep learning based CT imaging analysis for COVID-19 pneumonia: Classification and segmentation. Comput. Biol. Medicine 126 (2020)
Amine Amyar, Su Ruan, Pierre Vera, Pierre Decazes, Romain Modzelewski
RADIOGAN: Deep Convolutional Conditional Generative adversarial Network To Generate PET Images. CoRR (2020)
Amine Amyar, Su Ruan, Pierre Vera, Pierre Decazes, Romain Modzelewski
RADIOGAN: Deep Convolutional Conditional Generative Adversarial Network to Generate PET Images. ICBRA (2020)
Paul Desbordes, Su Ruan, Romain Modzelewski, Vauclin Sébastien, Pierre Vera, Isabelle Gardin
Feature selection for outcome prediction in oesophageal cancer using genetic algorithm and random forest classifier. Comput. Medical Imaging Graph. 60 (2017)
Soufiane Belharbi, Clément Chatelain, Romain Hérault, Sébastien Adam, Sébastien Thureau, Mathieu Chastan, Romain Modzelewski
Spotting L3 slice in CT scans using deep convolutional network and transfer learning. Comput. Biol. Medicine 87 (2017)
Julien Lerouge, Romain Hérault, Clément Chatelain, Fabrice Jardin, Romain Modzelewski
IODA: An input/output deep architecture for image labeling. Pattern Recognit. 48 (9) (2015)
D. P. Onoma, Su Ruan, Sébastien Thureau, Lamyaa Nkhali, Romain Modzelewski, G. A. Monnehan, Pierre Vera, Isabelle Gardin
Segmentation of heterogeneous or small FDG PET positive tissue based on a 3D-locally adaptive random walk algorithm. Comput. Medical Imaging Graph. 38 (8) (2014)
D. P. Onoma, Su Ruan, Isabelle Gardin, G. A. Monnehan, Romain Modzelewski, Pierre Vera
3D random walk based segmentation for lung tumor delineation in PET imaging. ISBI (2012)
Romain Modzelewski, Elise Janvresse, Thierry de la Rue, Pierre Vera
Brain perfusion heterogeneity measurement based on Random Walk algorithm: Choice and influence of inner parameters. Comput. Medical Imaging Graph. 34 (4) (2010)