Adrien Depeursinge

4 papers · 2019–2023 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 👥 Mega-Team · Civilization ❓ The Questioner 🚀 Conference Pioneer

Venues

MIDL (3) CVPR (1)

Top co-authors

Valentin Oreiller (4) Vincent Andrearczyk (4) Julien Fageot (2) John O. Prior (2) Minu D. Tizabi (1) Xavier Montet (1) Nicolas Padoy (1) Annika Reinke (1) Oldřich Kodym (1) Spyridon Bakas (1)

Research topics

Deep Learning (4) Computer Vision (3) Architectures (3) Domain-Specific (3) Machine Learning (2) Techniques (2) Application Areas (1) Core Methods (1) Learning Types (1) Optimization & Theory (1) Processing (1)

Keywords

rotation invariance (2) texture analysis (2) image segmentation (2) image analysis (1) biomedical imaging (1) convolutional neural network (1) histopathological image (1) fully convolutional network (1) 3d convolutional neural network (1) tumor segmentation (1) steerable filter (1) multimodal imaging (1) multi-stage pipeline (1) pulmonary nodule classification (1) benchmark competition (1) benchmarking competition (1) participation strategy (1) pet-ct imaging (1) multi-task learning (1) data augmentation (1)

Papers

Why Is the Winner the Best? CVPR 2023 Robust Multi-Organ Nucleus Segmentation Using a Locally Rotation Invariant Bispectral U-Net MIDL 2022 Automatic Segmentation of Head and Neck Tumors and Nodal Metastases in PET-CT scans MIDL 2020 Exploring local rotation invariance in 3D CNNs with steerable filters MIDL 2019