Single-timepoint low-dimensional characterization and classification of acute versus chronic multiple sclerosis lesions using machine learning
Caba, Bastien, Cafaro, Alexandre, Lombard, Aurélien, Arnold, Douglas L., Elliott, Colm, Liu, Dawei, Jiang, Xiaotong, Gafson, Arie, Fisher, Elizabeth, Belachew, Shibeshih Mitiku, Paragios, Nikos
Published in NeuroImage (Orlando, Fla.) (01.01.2023)
Published in NeuroImage (Orlando, Fla.) (01.01.2023)
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Journal Article
2008: A Generative Adversarial Network for Radiotherapy Dose Predictions of Head and Neck Cancers
Buatti, Jacob S., Cafaro, Alexandre, Sivabhaskar, Sruthi, Duke, Kristen, Papanikolaou, Nikos, Kirby, Neil, Paragios, Nikos
Published in Radiotherapy and oncology (01.05.2024)
Published in Radiotherapy and oncology (01.05.2024)
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Journal Article
829: 3D CT Reconstruction from biplanar projections with integration of planning CT
Cafaro, Alexandre, Leroy, Amaury, Beldjoudy, Guillaume, Maury, Pauline, Munoz, Alexandre, Robert, Charlotte, Lepetit, Vincent, Paragios, Nikos, Grégoire, Vincent, Deutsch, Eric
Published in Radiotherapy and oncology (01.05.2024)
Published in Radiotherapy and oncology (01.05.2024)
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Journal Article
1334: Histology to CT transfer for HNC target volume auto-segmentation with deep-learning diffusion models
Leroy, Amaury, Cafaro, Alexandre, Benzerdjeb, Nazim, Champagnac, Anne, Gessain, Grégoire, Gorphe, Philippe, Morel, Daphné, Robert, Charlotte, Sun, Roger, Zrounba, Philippe, Lepetit, Vincent, Paragios, Nikos, Grégoire, Vincent, Deutsch, Eric
Published in Radiotherapy and oncology (01.05.2024)
Published in Radiotherapy and oncology (01.05.2024)
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Journal Article
End-to-End Multi-Slice-to-Volume Concurrent Registration and Multimodal Generation
Leroy, Amaury, Lerousseau, Marvin, Henry, Théophraste, Cafaro, Alexandre, Paragios, Nikos, Grégoire, Vincent, Deutsch, Eric
Published in Medical Image Computing and Computer Assisted Intervention – MICCAI 2022
Published in Medical Image Computing and Computer Assisted Intervention – MICCAI 2022
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Book Chapter
StructuRegNet: Structure-Guided Multimodal 2D-3D Registration
Leroy, Amaury, Cafaro, Alexandre, Gessain, Grégoire, Champagnac, Anne, Grégoire, Vincent, Deutsch, Eric, Lepetit, Vincent, Paragios, Nikos
Published in Oncoimmunology (01.01.2023)
Published in Oncoimmunology (01.01.2023)
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Journal Article
Abstract PO5-21-03: Cosmetic assessment in the UNICANCER HypoG-01 trial: a deep learning approach
Cafaro, Alexandre, Ruffier, Amandine, Bielinyte, Gabriele, Kirova, Youlia, Racadot, Séverine, Benchalal, Mohamed, Clavier, Jean-Baptiste, Charra-Brunaud, Claire, Chand-Fouche, Marie-Eve, Argo-Leignel, Delphine, Peignaux, Karine, Benyoucef, Ahmed, Pasquier, David, Guilbert, Philippe, Blanchecotte, Julien, Tallet, Agnès, Petit, Adeline, Bernadou, Guillemette, Zasadny, Xavier, Lemanski, Claire, Fourquet, Jacques, Malaurie, Emmanuelle, Kouto, Honorine, Massabeau, Carole, Henni, Alexandre, Regnault, Pauline, Belliere, Aurélie, Belkacemi, Yazid, Blanc-Onfroy, Magali Le, Geffrelot, Julien, Prevost, Jean-Briac, Karamouza, Eleni, Michiels, Stefan, Bergeaud, Marie, Lamrani-Ghaouti, Assia, Romdhani, Sami, Bombezin-Domino, Alexis, Paragios, Nikos, Rivera, Sofia
Published in Cancer research (Chicago, Ill.) (02.05.2024)
Published in Cancer research (Chicago, Ill.) (02.05.2024)
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Journal Article
GuidedRec: Guiding Ill-Posed Unsupervised Volumetric Recovery
Cafaro, Alexandre, Leroy, Amaury, Beldjoudi, Guillaume, Maury, Pauline, Robert, Charlotte, Deutsch, Eric, Grégoire, Vincent, Lepetit, Vincent, Paragios, Nikos
Year of Publication 20.05.2024
Year of Publication 20.05.2024
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Journal Article
METHODS FOR CLASSIFICATION OF LESIONS AND FOR PREDICTING LESION DEVELOPMENT
CABA, Bastien, LIU, Dawei, PARAGIOS, Nikos, BELACHEW, Shibeshih, Mitiku, GAFSON, Arie, Rudolf, CAFARO, Alexandre, JIANG, Xiaotang (Phoebe), LOMBARD, Aurélien, FISHER, Elizabeth
Year of Publication 21.02.2024
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Year of Publication 21.02.2024
Patent
METHODS FOR CLASSIFICATION OF LESIONS AND FOR PREDICTING LESION DEVELOPMENT
CABA, Bastien, LIU, Dawei, GAFSON, Arie Rudolf, PARAGIOS, Nikos, JIANG, Xiaotang Phoebe, CAFARO, Alexandre, BELACHEW, Shibeshih Mitiku, LOMBARD, Aurélien, FISHER, Elizabeth
Year of Publication 01.02.2024
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Year of Publication 01.02.2024
Patent