Nicolas Padoy

Centre National de la Recherche Scientifique — France

Medicine · Health Sciences

42h-index6.9kcitations299works1.92yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Surgical Simulation and Training(131), Artificial Intelligence in Healthcare and Education(40), Anatomy and Medical Technology(40), Colorectal Cancer Screening and Detection(36), Radiomics and Machine Learning in Medical Imaging(34)

Publications298 total

From Panel to Pixel: Zoom-In Vision-Language Pretraining from Biomedical Scientific Literature
arXiv (Cornell University)·2025Open Access
DSeq-JEPA: Discriminative Sequential Joint-Embedding Predictive Architecture
arXiv (Cornell University)·2025Open Access
Expert Consensus-based Video-Based Assessment Tool for Workflow Analysis in Minimally Invasive Colorectal Surgery: Development and Validation of ColoWorkflow
arXiv (Cornell University)·2025Open Access
Current validation practice undermines surgical AI development
arXiv (Cornell University)·2025· 1 citedOpen Access
Prediction of pancreatic neuroendocrine tumor grading using an artificial intelligence-based video analysis model applied to contrast-enhanced endoscopic ultrasound videos
Pancreatology·2025
Endoshare: A Publicly Available, Surgeons-Friendly Solution to De-Identify and Manage Surgical Videos
ArXiv.org·2025Open Access
Surgeons’ awareness, expectations, and involvement with artificial intelligence: a survey pre and post the GPT era
European Journal of Surgical Oncology·2025Open Access
State-Change Learning for Prediction of Future Events in Endoscopic Videos
arXiv (Cornell University)·2025Open Access
Federated Learning for Surgical Vision in Appendicitis Classification: Results of the FedSurg EndoVis 2024 Challenge
arXiv (Cornell University)·2025Open Access
End-to-End Learning of Multi-organ Implicit Surfaces from 3D Medical Imaging Data
Lecture notes in computer science·2025
The SAGES Critical View of Safety Challenge: A Global Benchmark for AI-Assisted Surgical Quality Assessment
arXiv (Cornell University)·2025· 2 citedOpen Access
SurgTPGS: Semantic 3D Surgical Scene Understanding with Text Promptable Gaussian Splatting
Lecture notes in computer science·2025
Adaptation of Multi-modal Representation Models for Multi-task Surgical Computer Vision
Lecture notes in computer science·2025
Learning from Sparse Point Labels for Dense Carcinosis Localization in Advanced Ovarian Cancer Assessment
Lecture notes in computer science·2025
Feature Mixing Approach for Detecting Intraoperative Adverse Events in Laparoscopic Roux-en-Y Gastric Bypass Surgery
Lecture notes in computer science·2025
Multi-modal Representations for Fine-Grained Multi-Label Critical View of Safety Recognition
Lecture notes in computer science·2025
End-to-End Learning of Multi-Organ Implicit Surfaces from 3D Medical Imaging Data
arXiv (Cornell University)·2025Open Access
Ultrasam: a foundation model for ultrasound using large open-access segmentation datasets
International Journal of Computer Assisted Radiology and Surgery·2025· 4 cited
Introducing surgical workflow recognition in orthopaedic surgery with timestamp supervision
Computers in Biology and Medicine·2025· 3 citedOpen Access
Optimization in latent space for real-time intraoperative characterization of digital twins
SPIRE - Sciences Po Institutional REpository·2025Open Access
page 1 of 15Next →

Frequent Co-authors

Pietro Mascagni(20), Didier Mutter(15), Jacques Marescaux(14), Nassir Navab(12), Hubertus Feußner(9), Stefanie Speidel(6), Daniel A. Hashimoto(6), Armine Vardazaryan(6), Deepak Alapatt(6), Chinedu Innocent Nwoye(6), Gregory D. Hager(5), Amin Madani(5), Tobias Blum(5), Guido Costamagna(5), Bernard Dallemagne(5), Tong Yu(5), Andru Putra Twinanda(4), Michel de Mathelin(4), Lena Maier‐Hein(4), Hannes Kenngott(4)