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Image Registration of Satellite Imagery with Deep Convolutional Neural Networks
Vakalopoulou, Maria & Christodoulidis, Stergios & Sahasrabudhe, Mihir & Mougiakakou, Stavroula & Paragios, Nikos Year: 2019丨Publisher:...
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Exploring Deep Registration Latent Spaces
Estienne, Théo & Vakalopoulou, Maria & Christodoulidis, Stergios & Battistella, Enzo & Henry, Théophraste & Lerousseau, Marvin & Leroy,...
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Elastic Registration–driven Deep Learning for Longitudinal Assessment of Systemic Sclerosis Interstitial Lung Disease at CT
Chassagnon, Guillaume & Vakalopoulou, Maria & Regent, Alexis & Sahasrabudhe, Mihir & Marini, Rafael & TN, Hoang & Dinh-Xuan, Anh Tuan &...
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Deep Learning Based Registration Using Spatial Gradients and Noisy Segmentation Labels
Estienne, Théo & Vakalopoulou, Maria & Battistella, Enzo & Carre, Alexandre & Henry, Théophraste & Lerousseau, Marvin & Robert, Charlotte...
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AI-driven combined deformable registration and image synthesis between radiology and histopathology
Leroy, A. & Lerousseau, Marvin & Henry, Théophraste & Estienne, Théo & Classe, M. & Paragios, N. & Deutsch, E. & Grégoire, V. Year:...
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AI-driven quality insurance for delineation in radiotherapy breast clinical trials
Rivera, S. & Lombard, A. & Pasquier, D. & Wong, S. & Limkin, Elaine & Auzac, Guillaume & Blanchecotte, J. & Chand-Fouché, M.E. &...
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AI-driven quality insurance for delineation in radiotherapy breast clinical trials
AI-driven quality insurance for delineation in radiotherapy breast clinical trials Rivera, S. & Lombard, A. & Pasquier, D. & Wong, S. &...
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Full-body delineation of ROIs through anatomy-preserving deep learning ensemble networks
Full-body delineation of ROIs through anatomy-preserving deep learning ensemble networks Lombard, A. & D’Avaucourt, L. & Ullmann, E. &...
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Dosimetric impact of an AI-based delineation software satisfying international guidelines in breast cancer radiotherapy
Dosimetric impact of an AI-based delineation software satisfying international guidelines in breast cancer radiotherapy Ung, M. & Rivera,...
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Deep learning auto contouring of OAR for HN radiotherapy: a blinded evaluation by clinical experts - 2020
Vincent Grégoire, Pierre Blanchard, Albina Allajbej, Claire Petit, Nicolas Milhade, France Nguyen, Sofia Bakkar, Geoffroy Boulle, Edouard...
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Weakly Supervised Pan-Cancer Segmentation Tool - 2021
Lerousseau, Marvin & Classe, Marion & Battistella, Enzo & Estienne, Théo & Henry, Théophraste & Leroy, Amaury & Sun, Roger &...
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Quality Assurance and Clinical Acceptability for AI-driven Automatic Contouring of Organs at Risk - 2021
Dissler, N. & Stathakis, S. & Lombard, A. & Paragios, Nikos & Klausner, Guillaume & Lahmi, Lucien & III, W. & Maani, E. Year:...
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Improvement of a deep learning based automatic delineation model using anatomical criteria - 2021
Brion, T. & Karamouza, E. & Vitry, L. & Lombard, A. & Roque, T. & Paragios, Nikos & Auzac, Guillaume & Lamrani-Ghaouti, A. & Bonnet, N. &...
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To plan and deliver adjuvant breast radiotherapy over 1 week: 1-week breast workflow implementation - 2021
Louvel, G. & Milewski, C. & Auzac, Guillaume & Villaret, F. & Ung, M. & Berthelot, K. & Folino, E. & Ezra, P. & Roberti, E. & Yessoufou,...
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AI-based cardiac annotation for radiotherapy planning - 2022
Botticella, A. & Loap, P. & De Marzi, L. & Lévy, A. & Martin, V. & Moukasse, Y. & Bolle, S. & Rouyar-Nicolas, A. & Le péchoux, C. & Luo,...
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Statistical discrepancies in GTV delineation for H&N cancer across expert centers - 2022
Leroy, A. & Paragios, Nikos & Deutsch, E. & Grégoire, V. & Mitrea, D. & Pêtre, A. & Sun, Roger & Tao, Y.G. Year: 2022丨Publisher: ESTRO
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AI-based OAR annotation for pediatric brain radiotherapy planning - 2022
Bondiau, P. & Bolle, S. & Escande, Alexandre & Duverge, L. & Demoor, C. & Rouyar-Nicolas, A. & Bertrand, B. & Cannard, A. & Hardy, L. &...
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Evaluation of AI vs Clinical Experts SBRT-Thorax Computed Tomography OARs Delineation - 2022
Stathakis, S. & Pissakas, Georgios & Alexiou, A. & Bertrand, B. & Bondiau, P.Y. & Claude, Lekunze & Cuthbert, T. & Damatopoulou, A. &...
1 min read
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