Nicolas Deperrois

Postdoc, University of Zurich

Joined

June 2025

Names

Nicolas Deperrois (Preferred)

Emails

****@uzh.ch (Confirmed)

Personal Links

Google Scholar

DBLP

Semantic Scholar

Career & Education History

Postdoc

University of Zurich (uzh.ch)

2024 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

RadAgent: A tool-using AI agent for stepwise interpretation of chest computed tomography
Mélanie Roschewitz, Kenneth Styppa, Yitian Tao, Jiwoong Sohn, Jean-Benoit Delbrouck, Benjamin Gundersen, Nicolas Deperrois, Christian Bluethgen, Julia E. Vogt, Bjoern Menze, Farhad Nooralahzadeh, Michael Krauthammer, Michael Moor
- CoRR 2026
- Readers: Everyone
Structure is Supervision: Multiview Masked Autoencoders for Radiology
Sonia Laguna, Andrea Agostini, Alain Ryser, Samuel Ruipérez-Campillo, Irene Cannistraci, Moritz Vandenhirtz, Stephan Mandt, Nicolas Deperrois, Farhad Nooralahzadeh, Michael Krauthammer, Thomas M. Sutter, Julia E. Vogt
- Trans. Mach. Learn. Res. 2026
- Readers: Everyone
Enhancing Radiology Report Generation and Visual Grounding using Reinforcement Learning
Benjamin Gundersen, Nicolas Deperrois, Samuel Ruipérez-Campillo, Thomas M. Sutter, Julia E. Vogt, Michael Moor, Farhad Nooralahzadeh, Michael Krauthammer
- CoRR 2025
- Readers: Everyone
RadVLM-GRPO: Enhancing Chest X-ray Report Generation and Visual Grounding via Reinforcement Learning
Benjamin Gundersen, Nicolas Deperrois, Samuel Ruiperez-Campillo, Thomas M. Sutter, Julia E Vogt, Michael Moor, Farhad Nooralahzadeh, Michael Krauthammer
- MIDL 2026 Poster
- Readers: Everyone
Structure is Supervision: Multiview Masked Autoencoders for Radiology
Sonia Laguna, Andrea Agostini, Alain Ryser, Samuel Ruiperez-Campillo, Irene Cannistraci, Moritz Vandenhirtz, Stephan Mandt, Nicolas Deperrois, Farhad Nooralahzadeh, Michael Krauthammer, Thomas M. Sutter, Julia E Vogt
- Accepted by TMLR
- Readers: Everyone
Leveraging the Structure of Medical Data for Improved Representation Learning
Andrea Agostini, Sonia Laguna, Alain Ryser, Samuel Ruipérez-Campillo, Moritz Vandenhirtz, Nicolas Deperrois, Farhad Nooralahzadeh, Michael Krauthammer, Thomas M. Sutter, Julia E. Vogt
- CoRR 2025
- Readers: Everyone
RadVLM: A Multitask Conversational Vision-Language Model for Radiology
Nicolas Deperrois, Hidetoshi Matsuo, Samuel Ruipérez-Campillo, Moritz Vandenhirtz, Sonia Laguna, Alain Ryser, Koji Fujimoto, Mizuho Nishio, Thomas M. Sutter, Julia E. Vogt, Jonas Kluckert, Thomas Frauenfelder, Christian Blüthgen, Farhad Nooralahzadeh, Michael Krauthammer
- CoRR 2025
- Readers: Everyone
Using a fine-tuned large language model for symptom-based depression evaluation
Samantha Weber, Nicolas Deperrois, Robert Heun, Laura Frühschütz, Anna Monn, Stephanie Homan, Andrea Häfliger, Erich Seifritz, Tobias Kowatsch, Lena A. Jäger, Katharina Schultebraucks, Sapir Gershov, Jacopo Mocellin, Birgit Kleim, Sebastian Olbrich
- npj Digit. Medicine 2025
- Readers: Everyone
Learning beyond sensations: how dreams organize neuronal representations
Nicolas Deperrois, Mihai A. Petrovici, Walter Senn, Jakob Jordan
- CoRR 2023
- Readers: Everyone

View all 12 publications

Co-Authors

Alain Ryser
Andrea Agostini
Andrea Häfliger
Anna Monn
Benjamin Gundersen
Birgit Kleim
Bjoern Menze
Christian Bluethgen
Christian Blüthgen
Erich Seifritz
Farhad Nooralahzadeh
Hidetoshi Matsuo
Irene Cannistraci
Jacopo Mocellin
Jakob Jordan
Jean-Benoit Delbrouck
Jiwoong Sohn
Jonas Kluckert
Julia E Vogt
Julia E. Vogt
Katharina Schultebraucks
Kenneth Styppa
Koji Fujimoto
Laura Frühschütz
Lena A. Jäger

View all 46 co-authors