Nicolas Deperrois

According to our database, Nicolas Deperrois authored at least 9 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

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, April, 2026

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

2025

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, December, 2025

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, July, 2025

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, February, 2025

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

2023

Learning beyond sensations: how dreams organize neuronal representations.

Nicolas Deperrois, Mihai A. Petrovici, Walter Senn, Jakob Jordan

CoRR, 2023

2021

Memory semantization through perturbed and adversarial dreaming.

Nicolas Deperrois, Mihai A. Petrovici, Walter Senn, Jakob Jordan

CoRR, 2021

2020

Short-term depression and long-term plasticity together tune sensitive range of synaptic plasticity.

Nicolas Deperrois, Michael Graupner

PLoS Comput. Biol., 2020