Philippe C. Cattin

1. Diffusion Models for Implicit Image Segmentation Ensembles
   2021/12/06 by Julia Wolleb, Robin Sandkühler, Wolleb, Julia +7 · 17 citations
   Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Medical Image Segmentation Techniques
2. Denoising Diffusion Models for Inpainting of Healthy Brain Tissue
   2024/02/27 by Alicia Durrer, Durrer, Alicia, Philippe C. Cattin +3 · 6 citations
   Computer Science · Medicine · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications #electronic engineering #information engineering
3. The Swiss Army Knife for Image-to-Image Translation: Multi-Task Diffusion Models
   2022/04/06 by Julia Wolleb, Wolleb, Julia, Robin Sandkühler +5 · 3 citations
   Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #Generative Adversarial Networks and Image Synthesis #Advanced Neuroimaging Techniques and Applications
4. Comparison of Methods Generalizing Max- and Average-Pooling
   2021/03/02 by Florentin Bieder, Bieder, Florentin, Robin Sandkühler +3 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
5. cWDM: Conditional Wavelet Diffusion Models for Cross-Modality 3D Medical Image Synthesis
   2024/11/26 by Paul Friedrich, Alicia Durrer, Friedrich, Paul +5 · 5 citations
   Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
6. Binary Noise for Binary Tasks: Masked Bernoulli Diffusion for Unsupervised Anomaly Detection
   2024/03/18 by Julia Wolleb, Wolleb, Julia, Florentin Bieder +9 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Neural Networks and Applications #electronic engineering #information engineering
7. Deep Generative Models for 3D Medical Image Synthesis
   2024/10/23 by Paul Friedrich, Yannik Frisch, Friedrich, Paul +3 · 4 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #electronic engineering #information engineering
8. Improved distinct bone segmentation in upper-body CT through multi-resolution networks
   2023/01/31 by Eva Schnider, Julia Wolleb, Schnider, Eva +11 · 1 citation
   Engineering · Dentistry · Medicine · #Medical Imaging and Analysis #Dental Radiography and Imaging #Medical Imaging Techniques and Applications
9. Denoising Diffusion Models for Anomaly Localization in Medical Images
   2024/10/31 by Cosmin I. Bercea, Philippe C. Cattin, Bercea, Cosmin I. +5 · 1 voice · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
10. fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting
    2025/07/17 by Alicia Durrer, Durrer, Alicia, Florentin Bieder +9 · 2 citations
    Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
11. Portable surrogate-free 4D MRI from standard fast multi-slice 2D MRI via implicit neural representations
    2026/07/20 by Muheng Li, Xinyang Wu, Xia Li +5
    #physics.med-ph