Philippe C. Cattin

Professor, Department of Biomedical Engineering, University of Basel

Joined

February 2019

Names

Philippe C. Cattin

Emails

****@unibas.ch (Confirmed)

Personal Links

Career & Education History

Professor

Department of Biomedical Engineering, University of Basel (unibas.ch)

2007 – Present

Postdoc

ITET, ETHZ - ETH Zurich (ethz.ch)

2002 – 2007

PhD student

D-MAVT, ETHZ - ETH Zurich (ethz.ch)

1995 – 2002

Advisors, Relations & Conflicts

Advisee

Simon Pezold

2011 – Present

Expertise

Virtual Reality

2017 – Present

Deep Learning

2015 – Present

Surgical Planning

2014 – Present

Biomedical Engineering

2005 – Present

Laser Ablation

2005 – Present

Surgical Robotics

2005 – Present

Publications

Automatic Identification of Critical Landmarks on the Third Ventricle .
Peter Cech, Philippe C. Cattin, Gábor Székely
- GI Jahrestagung (1) 2006
- Readers: Everyone
Scheduled Cross-Domain Multi-center DINO for Robust High-Content Screening Representation Learning
Sergei Pnev, Julia Wolleb, Jonathan C. Fuller, Patrick Rammelt, Viktor H. Koelzer, Philippe C. Cattin
- Crossref
- Readers: Everyone
Towards MR-Based Trochleoplasty Planning
Michael Wehrli, Alicia Durrer, Paul Friedrich, Sidaty El Hadramy, Edwin Li, Luana Brahaj, Carol C. Hasler, Philippe C. Cattin
- Crossref
- Readers: Everyone
Soft Tissue Simulation and Force Estimation From Heterogeneous Structures Using Equivariant Graph Neural Networks
Madina Kojanazarova, Sidaty El Hadramy, Jack Wilkie, Georg Rauter, Philippe C. Cattin
- Healthcare Technology Letters
- Readers: Everyone
Denoising Diffusion Models for Anomaly Localization in Medical Images
Cosmin I. Bercea, Philippe C. Cattin, Julia A. Schnabel, Julia Wolleb
- Machine Learning for Biomedical Imaging
- Readers: Everyone
Experimental classification of acoustic emissions from oral behaviors including bruxism using deep learning
Mohammad Khair Nahhas, Jens Christoph Türp, Nicolas Gerig, Philippe C. Cattin, Elisabeth Wilhelm, Georg Rauter
- Autom. 2025
- Readers: Everyone
End2Reg: Learning Task-Specific Segmentation for Markerless Registration in Spine Surgery
Lorenzo Pettinari, Sidaty El Hadramy, Michael Wehrli, Philippe C. Cattin, Daniel Studer, Carol-Claudius Hasler, Maria Licci
- CoRR 2025
- Readers: Everyone
Multimodal Assessment of Pancreatic Cancer Resectability Using Deep Learning
Vincent Ochs, Christoph Kuemmerli, Florentin Bieder, Julia Wolleb, Joël L. Lavanchy, Julia Ruppel, Jan Liechti, Stephanie Taha-Mehlitz, Christian A. Nebiker, Beat P. Müller-Stich, Giuseppe Kito Fusai, Jörg-Matthias Pollok, Anas Taha, Philippe C. Cattin, Sebastian Manuel Staubli
- MIDL 2026 Poster
- Readers: Everyone
Soft Tissue Simulation and Force Estimation from Heterogeneous Structures using Equivariant Graph Neural Networks
Madina Kojanazarova, Sidaty El Hadramy, Jack Wilkie, Georg Rauter, Philippe C. Cattin
- OpenReview Archive Direct Upload
- Readers: Everyone
Conditional Graph Neural Network for Predicting Soft Tissue Deformation and Forces
Madina Kojanazarova, Florentin Bieder, Robin Sandkuehler, Philippe C. Cattin
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 223 publications

Co-Authors

View all 348 co-authors