Philippe C. Cattin
8 papers · 2019–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
diffusion model
(2)
medical imaging
(2)
image segmentation
(2)
anomaly detection
(1)
multimodal learning
(1)
3d vision
(1)
medical image segmentation
(1)
image-to-image translation
(1)
magnetic resonance imaging
(1)
recurrent neural network
(1)
uncertainty estimation
(1)
denoising diffusion model
(1)
neural field
(1)
computed tomography
(1)
spatial transformation
(1)
tumor segmentation
(1)
implicit ensemble
(1)
deformable image registration
(1)
sparse supervision
(1)
medical image processing
(1)
Papers
MedFuncta: A Unified Framework for Learning Efficient Medical Neural Fields
MIDL 2026
Multimodal Assessment of Pancreatic Cancer Resectability Using Deep Learning
MIDL 2026
Binary Noise for Binary Tasks: Masked Bernoulli Diffusion for Unsupervised Anomaly Detection
MICCAI 2024
Diffusion Models for Contrast Harmonization of Magnetic Resonance Images
MIDL 2023
Memory-Efficient 3D Denoising Diffusion Models for Medical Image Processing
MIDL 2023
Diffusion Models for Implicit Image Segmentation Ensembles
MIDL 2022
Position Regression for Unsupervised Anomaly Detection
MIDL 2022
Recurrent Registration Neural Networks for Deformable Image Registration
NeurIPS 2019