Publications
2025
|  | Calibration and Uncertainty for multiRater Volume Assessment in multiorgan Segmentation (CURVAS) challenge results Meritxell Riera-Marin, Sikha O K, Julia Rodriguez-Comas, Matthias Stefan May, Zhaohong Pan, Xiang Zhou, Xiaokun Liang, Franciskus Xaverius Erick, Andrea Prenner, Cedric Hemon, Valentin Boussot, Jean-Louis Dillenseger, Jean-Claude Nunes, Abdul Qayyum, Moona Mazher, Steven A Niederer, Kaisar Kushibar, Carlos Martin-Isla, Petia Radeva, Karim Lekadir, Theodore Barfoot, Luis C. Garcia Peraza Herrera, Ben Glocker, Tom Vercauteren, Lucas Gago, Justin Englemann, Joy-Marie Kleiss, Anton Aubanell, Andreu Antolin, Javier Garcia-Lopez, Miguel A. Gonzalez Ballester, Adrian Galdran Computers in Biology and Medicine, 2025 | [ link ] [ arXiv ] | 
|  | Can Local Representation Alignment RNNs Solve Temporal Tasks? Nikolay Manchev, Luis C. Garcia Peraza Herrera 9th International Conference on Computer, Software and Modeling (ICCSM), 2025 Best Presentation Award | [ arXiv ] | 
|  | SegMatch: semi-supervised surgical instrument segmentation Meng Wei, Charlie Budd, Luis C. Garcia Peraza Herrera, Reuben Dorent, Miaojing Shi, Tom Vercauteren Nature Scientific Reports, 2025 | [ link ] [ arXiv ] | 
|  | LoViT: Long Video Transformer for surgical phase recognition Yang Liu, Maxence Boels, Luis C. Garcia Peraza Herrera, Tom Vercauteren, Prokar Dasgupta, Alejandro Granados, Sebastien Ourselin Medical Image Analysis (MedIA), 2025 | [ link ] [ arXiv ] [ code ] | 
2024
|  | Average Calibration Error: A Differentiable Loss for Improved Reliability 
in Image Segmentation Theodore Barfoot, Luis C. Garcia Peraza Herrera, Ben Glocker, Tom Vercauteren International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 | [ link ] [ arXiv ] | 
2023
|  | VideoSum: A Python Library for Surgical Video Summarization Luis C. Garcia Peraza Herrera, Sebastien Ourselin, Tom Vercauteren Conference on New Technologies for Computer and Robot Assisted Surgery (CRAS), 2023 | [ arXiv ] [ code ] | 
|  | Hyperspectral image segmentation: a preliminary study on the Oral and Dental 
Spectral Image Database (ODSI-DB) Luis C. Garcia Peraza Herrera, Conor Horgan, Sebastien Ourselin, Michael Ebner, Tom Vercauteren Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 2023 | [ link ] [ arXiv ] [ code ] | 
|  | Rapid and robust endoscopic content area estimation: a lean GPU-based 
pipeline and curated benchmark dataset Charlie Budd, Luis C. Garcia Peraza Herrera, Martin Huber, Sebastien Ourselin, Tom Vercauteren Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 2023 | [ link ] [ arXiv ] [ code ] | 
2022
|  | Robotic Endoscope Control via Autonomous Instrument Tracking Luis C. Garcia Peraza Herrera*, Caspar Gruijthuijsen*, Gianni Borghesan, Dominiek Reynaerts, Jan Deprest, Sebastien Ourselin, Tom Vercauteren, Emmanuel Vander Poorten Frontiers in Robotics and AI, 2022 | [ link ] [ arXiv ] [ code ] | 
