Deep Reinforcement Learning Based System for Intraoperative Hyperspectral Video Autofocusing. - Charlie Budd; Jianrong Qiu; Oscar MacCormac; Martin Huber; Christopher E. Mower; Mirek Janatka; Théo Trotouin; Jonathan Shapey; Mads S. Bergholt; Tom Vercauteren (MICCAI (9), 2023)

Spatial gradient consistency for unsupervised learning of hyperspectral demosaicking: application to surgical imaging. - Peichao Li; Muhammad Asad 001; Conor C. Horgan; Oscar MacCormac; Jonathan Shapey; Tom Vercauteren (Int. J. Comput. Assist. Radiol. Surg., 2023)

A self-supervised and adversarial approach to hyperspectral demosaicking and RGB reconstruction in surgical imaging. - Peichao Li; Oscar MacCormac; Jonathan Shapey; Tom Vercauteren (BMVC, 2024)

Blood Harmonisation of Endoscopic Transsphenoidal Surgical Video Frames on Phantom Models. - Mahrukh Saeed; Julien Quarez; Hassna Irzan; Bava Kesavan; Matthew Elliot; Oscar MacCormac; James Knight; Sébastien Ourselin; Jonathan Shapey; Alejandro Granados (ISBI, 2024)

MUTUAL: Towards Holistic Sensing and Inference in the Operating Room. - Julien Quarez; Yang Li; Hassna Irzan; Matthew Elliot; Oscar MacCormac; James Knigth; Martin Huber; Toktam Mahmoodi; Prokar Dasgupta; Sébastien Ourselin; Nicholas Raison; Jonathan Shapey; et al. (ISIC/iMIMIC/EARTH/DeCaF@MICCAI, 2024)

R-Trans - A Recurrent Transformer Model for Clinical Feedback in Surgical Skill Assessment. - Julien Quarez; Matthew Elliot; Oscar MacCormac; Nawal Khan; Marc Modat; Sébastien Ourselin; Jonathan Shapey; Alejandro Granados (CoRR, 2024)

Scribble-Based Interactive Segmentation of Medical Hyperspectral Images. - Zhonghao Wang; Junwen Wang; Charlie Budd; Oscar MacCormac; Jonathan Shapey; Tom Vercauteren (CoRR, 2024)

OOD-SEG: Out-Of-Distribution detection for image SEGmentation with sparse multi-class positive-only annotations. - Junwen Wang; Zhonghao Wang; Oscar MacCormac; Jonathan Shapey; Tom Vercauteren (CoRR, 2024)

Tree-based Semantic Losses: Application to Sparsely-supervised Large Multi-class Hyperspectral Segmentation. - Junwen Wang; Oscar MacCormac; William Rochford; Aaron Kujawa; Jonathan Shapey; Tom Vercauteren (CoRR, 2025)

Label tree semantic losses for rich multi-class medical image segmentation. - Junwen Wang; Oscar MacCormac; William Rochford; Aaron Kujawa; Jonathan Shapey; Tom Vercauteren (CoRR, 2025)