Publications
2025
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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 |
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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 |
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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 |
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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 |
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2024
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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 |
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2023
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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 |
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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 |
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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 |
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2022
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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 |
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