Chinedu Innocent Nwoye

Centre National de la Recherche Scientifique — France

Medicine · Health Sciences

12h-index793citations41works1.82yr avg
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Research Topics

Surgical Simulation and Training(27), Artificial Intelligence in Healthcare and Education(10), Anatomy and Medical Technology(10), Augmented Reality Applications(5), Cardiac, Anesthesia and Surgical Outcomes(5)

Publications41 total

Current validation practice undermines surgical AI development
arXiv (Cornell University)·2025· 1 citedOpen Access
State-Change Learning for Prediction of Future Events in Endoscopic Videos
arXiv (Cornell University)·2025Open Access
Feature Mixing Approach for Detecting Intraoperative Adverse Events in Laparoscopic Roux-en-Y Gastric Bypass Surgery
Lecture notes in computer science·2025
SurgLaVi: Large-Scale Hierarchical Dataset for Surgical Vision-Language Representation Learning
2025Open Access
CholecTrack20: A Multi-Perspective Tracking Dataset for Surgical Tools
2025· 1 cited
Feature Mixing Approach for Detecting Intraoperative Adverse Events in Laparoscopic Roux-en-Y Gastric Bypass Surgery
arXiv (Cornell University)·2025Open Access
Surgical text-to-image generation
Pattern Recognition Letters·2025· 6 citedOpen Access
SimGen: A Diffusion-Based Framework for Simultaneous Surgical Image and Segmentation Mask Generation
arXiv (Cornell University)·2025Open Access
SurgiTrack: Fine-grained multi-class multi-tool tracking in surgical videos
Medical Image Analysis·2024· 13 citedOpen Access
Surgical Text-to-Image Generation
arXiv (Cornell University)·2024Open Access
SurgiTrack: Fine-Grained Multi-Class Multi-Tool Tracking in Surgical Videos
arXiv (Cornell University)·2024Open Access
CholecT40
TIB Data Manager·2024Open Access
CholecTrack20: A Multi-Perspective Tracking Dataset for Surgical Tools
arXiv (Cornell University)·2023· 1 citedOpen Access
Surgical Action Triplet Detection by Mixed Supervised Learning of Instrument-Tissue Interactions
arXiv (Cornell University)·2023Open Access
CholecTriplet2022: Show me a tool and tell me the triplet — An endoscopic vision challenge for surgical action triplet detection
Medical Image Analysis·2023· 31 citedOpen Access
Dissecting self-supervised learning methods for surgical computer vision
Medical Image Analysis·2023· 54 citedOpen Access
Intuitive Surgical SurgToolLoc Challenge Results: 2022-2023
arXiv (Cornell University)·2023· 5 citedOpen Access
Rendezvous in time: an attention-based temporal fusion approach for surgical triplet recognition
International Journal of Computer Assisted Radiology and Surgery·2023· 30 cited
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Medical Image Analysis·2023· 62 citedOpen Access
Self-distillation for surgical action recognition
arXiv (Cornell University)·2023· 1 citedOpen Access
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Frequent Co-authors

Nicolas Padoy(35), Pietro Mascagni(10), Didier Mutter(10), Deepak Alapatt(10), Armine Vardazaryan(8), Cristians González(7), Sebastian Bodenstedt(7), Joël L. Lavanchy(7), Satoshi Kondo(6), Danail Stoyanov(6), Patrick Godau(6), Barbara Seeliger(5), Jacques Marescaux(5), Martin Wagner(5), Fucang Jia(5), Stefanie Speidel(5), Tobias Czempiel(5), Saurav Sharma(5), Amine Yamlahi(5), Thuy Nuong Tran(5)