Eric Deutsch

39 papers Journal 18Unranked 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
Integration of white matter tracts in stereotactic brain radiotherapy treatment planning with a fully automated atlas-based pipeline.
Comput. Biol. Medicine
Sophie Bockel, Mohammed El Aichi, Roger Sun, Nathan Benzazon, François de Kermenguy, Cristina Veres, Camilla Satragno, François Bidault, Gabriel Garcia, Frédéric Dhermain, Eric Deutsch, Charlotte Robert
2024 J jnl
GHOST: Graph-based higher-order similarity transformation for classification.
Pattern Recognit.
Enzo Battistella, Maria Vakalopoulou, Nikos Paragios, Eric Deutsch
2024 J jnl
GuidedRec: Guiding Ill-Posed Unsupervised Volumetric Recovery.
CoRR
Alexandre Cafaro, Amaury Leroy, Guillaume Beldjoudi, Pauline Maury, Charlotte Robert, Eric Deutsch, Vincent Grégoire, Vincent Lepetit, Nikos Paragios
2024 — conf
XSynthMorph: Generative-Guided Deformation for Unsupervised Ill-Posed Volumetric Recovery.
WBIR
Alexandre Cafaro, Amaury Leroy, Guillaume Beldjoudi, Pauline Maury, Charlotte Robert, Eric Deutsch, Vincent Grégoire, Vincent Lepetit, Nikos Paragios
2023 — conf
Differentiable Gamma Index-Based Loss Functions: Accelerating Monte-Carlo Radiotherapy Dose Simulation.
IPMI
Sonia Martinot, Nikos Komodakis, Maria Vakalopoulou, Norbert Bus, Charlotte Robert, Eric Deutsch, Nikos Paragios
2023 — conf
StructuRegNet: Structure-Guided Multimodal 2D-3D Registration.
MICCAI (10)
Amaury Leroy, Alexandre Cafaro, Grégoire Gessain, Anne Champagnac, Vincent Grégoire, Eric Deutsch, Vincent Lepetit, Nikos Paragios
2023 — conf
X2Vision: 3D CT Reconstruction from Biplanar X-Rays with Deep Structure Prior.
MICCAI (10)
Alexandre Cafaro, Quentin Spinat, Amaury Leroy, Pauline Maury, Alexandre Munoz, Guillaume Beldjoudi, Charlotte Robert, Eric Deutsch, Vincent Grégoire, Vincent Lepetit, Nikos Paragios
2022 J jnl
COMBING: Clustering in Oncology for Mathematical and Biological Identification of Novel Gene Signatures.
IEEE ACM Trans. Comput. Biol. Bioinform.
Enzo Battistella, Maria Vakalopoulou, Roger Sun, Théo Estienne, Marvin Lerousseau, Sergey Nikolaev, Emilie Alvarez Andres, Alexandre Carré, Stéphane Niyoteka, Charlotte Robert, Nikos Paragios, Eric Deutsch
2022 — conf
End-to-End Multi-Slice-to-Volume Concurrent Registration and Multimodal Generation.
MICCAI (6)
Amaury Leroy, Marvin Lerousseau, Théophraste Henry, Alexandre Cafaro, Nikos Paragios, Vincent Grégoire, Eric Deutsch
2022 — conf
Region-Guided CycleGANs for Stain Transfer in Whole Slide Images.
MICCAI (2)
Joseph Boyd, Irène Villa, Marie-Christine Mathieu, Eric Deutsch, Nikos Paragios, Maria Vakalopoulou, Stergios Christodoulidis
2022 J jnl
Region-guided CycleGANs for Stain Transfer in Whole Slide Images.
CoRR
Joseph Boyd, Irène Villa, Marie-Christine Mathieu, Eric Deutsch, Nikos Paragios, Maria Vakalopoulou, Stergios Christodoulidis
2021 J jnl
AI-driven quantification, staging and outcome prediction of COVID-19 pneumonia.
Medical Image Anal.
Guillaume Chassagnon, Maria Vakalopoulou, Enzo Battistella, Stergios Christodoulidis, Trieu-Nghi Hoang-Thi, Severine Dangeard, Eric Deutsch, Fabrice André, Enora Guillo, Nara Halm, Stefany El Hajj, Florian Bompard, Sophie Neveu, Chahinez Hani, Ines Saab, Alienor Campredon, Hasmik Koulakian, Souhail Bennani, Nikos Paragios
2021 — conf
Automatic Brain Tumor Segmentation with a Bridge-Unet Deeply Supervised Enhanced with Downsampling Pooling Combination, Atrous Spatial Pyramid Pooling, Squeeze-and-Excitation and EvoNorm.
BrainLes@MICCAI (2)
Alexandre Carré, Eric Deutsch, Charlotte Robert
2021 J jnl
Cancer Gene Profiling through Unsupervised Discovery.
CoRR
Enzo Battistella, Maria Vakalopoulou, Roger Sun, Théo Estienne, Marvin Lerousseau, Sergey Nikolaev, Emilie Alvarez Andres, Alexandre Carré, Stéphane Niyoteka, Charlotte Robert, Nikos Paragios, Eric Deutsch
2021 — conf
Exploring Deep Registration Latent Spaces.
DART/FAIR@MICCAI
Théo Estienne, Maria Vakalopoulou, Stergios Christodoulidis, Enzo Battistella, Théophraste Henry, Marvin Lerousseau, Amaury Leroy, Guillaume Chassagnon, Marie-Pierre Revel, Nikos Paragios, Eric Deutsch
2021 J jnl
Exploring Deep Registration Latent Spaces.
CoRR
Théo Estienne, Maria Vakalopoulou, Stergios Christodoulidis, Enzo Battistella, Théophraste Henry, Marvin Lerousseau, Amaury Leroy, Guillaume Chassagnon, Marie-Pierre Revel, Nikos Paragios, Eric Deutsch
2021 — conf
High-Particle Simulation of Monte-Carlo Dose Distribution with 3D ConvLSTMs.
MICCAI (4)
Sonia Martinot, Norbert Bus, Maria Vakalopoulou, Charlotte Robert, Eric Deutsch, Nikos Paragios
2021 J jnl
MICS : Multi-steps, Inverse Consistency and Symmetric deep learning registration network.
CoRR
Théo Estienne, Maria Vakalopoulou, Enzo Battistella, Théophraste Henry, Marvin Lerousseau, Amaury Leroy, Nikos Paragios, Eric Deutsch
2021 — conf
Magnetic Resonance Imaging Virtual Histopathology from Weakly Paired Data.
COMPAY@MICCAI
Amaury Leroy, Kumar Shreshtha, Marvin Lerousseau, Théophraste Henry, Théo Estienne, Marion Classe, Nikos Paragios, Vincent Grégoire, Eric Deutsch
2021 — conf
Self-Supervised Representation Learning using Visual Field Expansion on Digital Pathology.
ICCVW
Joseph Boyd, Mykola Liashuha, Eric Deutsch, Nikos Paragios, Stergios Christodoulidis, Maria Vakalopoulou
2021 J jnl
Self-Supervised Representation Learning using Visual Field Expansion on Digital Pathology.
CoRR
Joseph Boyd, Mykola Liashuha, Eric Deutsch, Nikos Paragios, Stergios Christodoulidis, Maria Vakalopoulou
2021 J jnl
Sparse convolutional context-aware multiple instance learning for whole slide image classification.
CoRR
Marvin Lerousseau, Maria Vakalopoulou, Nikos Paragios, Eric Deutsch
2021 — conf
SparseConvMIL: Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification.
COMPAY@MICCAI
Marvin Lerousseau, Maria Vakalopoulou, Eric Deutsch, Nikos Paragios
2021 — conf
Weakly Supervised Pan-Cancer Segmentation Tool.
MICCAI (8)
Marvin Lerousseau, Marion Classe, Enzo Battistella, Théo Estienne, Théophraste Henry, Amaury Leroy, Roger Sun, Maria Vakalopoulou, Jean-Yves Scoazec, Eric Deutsch, Nikos Paragios
2021 J jnl
Weakly supervised pan-cancer segmentation tool.
CoRR
Marvin Lerousseau, Marion Classe, Enzo Battistella, Théo Estienne, Théophraste Henry, Amaury Leroy, Roger Sun, Maria Vakalopoulou, Jean-Yves Scoazec, Eric Deutsch, Nikos Paragios
2020 J jnl
AI-Driven CT-based quantification, staging and short-term outcome prediction of COVID-19 pneumonia.
CoRR
Guillaume Chassagnon, Maria Vakalopoulou, Enzo Battistella, Stergios Christodoulidis, Trieu-Nghi Hoang-Thi, Severine Dangeard, Eric Deutsch, Fabrice André, Enora Guillo, Nara Halm, Stefany El Hajj, Florian Bompard, Sophie Neveu, Chahinez Hani, Ines Saab, Alienor Campredon, Hasmik Koulakian, Souhail Bennani, Gael Freche, Aurelien Lombard, Laure Fournier, Hippolyte Monnier, Teodor Grand, Jules Gregory, Antoine Khalil, Elyas Mahdjoub, Pierre-Yves Brillet, Stephane Tran Ba, Valérie Bousson, Marie-Pierre Revel, Nikos Paragios
2020 — conf
Brain Tumor Segmentation with Self-ensembled, Deeply-Supervised 3D U-Net Neural Networks: A BraTS 2020 Challenge Solution.
BrainLes@MICCAI (1)
Théophraste Henry, Alexandre Carré, Marvin Lerousseau, Théo Estienne, Charlotte Robert, Nikos Paragios, Eric Deutsch
2020 J jnl
Brain tumor segmentation with self-ensembled, deeply-supervised 3D U-net neural networks: a BraTS 2020 challenge solution.
CoRR
Théophraste Henry, Alexandre Carre, Marvin Lerousseau, Théo Estienne, Charlotte Robert, Nikos Paragios, Eric Deutsch
2020 — conf
Deep Learning Based Registration Using Spatial Gradients and Noisy Segmentation Labels.
MICCAI (Challenges)
Théo Estienne, Maria Vakalopoulou, Enzo Battistella, Alexandre Carré, Théophraste Henry, Marvin Lerousseau, Charlotte Robert, Nikos Paragios, Eric Deutsch
2020 J jnl
Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation.
Frontiers Comput. Neurosci.
Théo Estienne, Marvin Lerousseau, Maria Vakalopoulou, Emilie Alvarez Andres, Enzo Battistella, Alexandre Carré, Siddhartha Chandra, Stergios Christodoulidis, Mihir Sahasrabudhe, Roger Sun, Charlotte Robert, Hugues Talbot, Nikos Paragios, Eric Deutsch
2020 J jnl
Deep learning based registration using spatial gradients and noisy segmentation labels.
CoRR
Théo Estienne, Maria Vakalopoulou, Enzo Battistella, Alexandre Carré, Théophraste Henry, Marvin Lerousseau, Charlotte Robert, Nikos Paragios, Eric Deutsch
2020 — conf
Multimodal Brain Tumor Classification.
BrainLes@MICCAI (2)
Marvin Lerousseau, Eric Deutsch, Nikos Paragios
2020 J jnl
Multimodal brain tumor classification.
CoRR
Marvin Lerousseau, Eric Deutsch, Nikos Paragios
2020 — conf
Weakly Supervised Multiple Instance Learning Histopathological Tumor Segmentation.
MICCAI (5)
Marvin Lerousseau, Maria Vakalopoulou, Marion Classe, Julien Adam, Enzo Battistella, Alexandre Carré, Théo Estienne, Théophraste Henry, Eric Deutsch, Nikos Paragios
2020 J jnl
Weakly supervised multiple instance learning histopathological tumor segmentation.
CoRR
Marvin Lerousseau, Maria Vakalopoulou, Marion Classe, Julien Adam, Enzo Battistella, Alexandre Carré, Théo Estienne, Théophraste Henry, Eric Deutsch, Nikos Paragios
2019 — conf
Gene Expression High-Dimensional Clustering Towards a Novel, Robust, Clinically Relevant and Highly Compact Cancer Signature.
IWBBIO (1)
Enzo Battistella, Maria Vakalopoulou, Théo Estienne, Marvin Lerousseau, Roger Sun, Charlotte Robert, Nikos Paragios, Eric Deutsch
2019 — conf
U-ReSNet: Ultimate Coupling of Registration and Segmentation with Deep Nets.
MICCAI (3)
Théo Estienne, Maria Vakalopoulou, Stergios Christodoulidis, Enzo Battistella, Marvin Lerousseau, Alexandre Carre, Guillaume Klausner, Roger Sun, Charlotte Robert, Stavroula G. Mougiakakou, Nikos Paragios, Eric Deutsch
2018 — conf
Context Aware 3D CNNs for Brain Tumor Segmentation.
BrainLes@MICCAI (2)
Siddhartha Chandra, Maria Vakalopoulou, Lucas Fidon, Enzo Battistella, Théo Estienne, Roger Sun, Charlotte Robert, Eric Deutsch, Nikos Paragios
2018 — conf
Reproducible big data science: A case study in continuous FAIRness.
RO
Ravi K. Madduri, Kyle Chard, Michel D'Arcy, Segun Jung, Alexis A. Rodriguez, Dinanath Sulakhe, Eric Deutsch, Cory C. Funk, Benjamin D. Heavner, Matthew A. Richards, Paul Shannon, Gustavo Glusman, Nathan D. Price, Carl Kesselman, Ian T. Foster