Andrea G. Rockall

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 20

Top Topics

Medical Image Segmentation

Weighting Scheme

Multiple Instance

Vector Quantisation

Top Venues

Publications

Ainkaran Santhirasekaram, Mathias Winkler, Andrea G. Rockall, Ben Glocker
A geometric approach to robust medical image segmentation. Medical Image Anal. 97 (2024)
Ainkaran Santhirasekaram, Mathias Winkler, Andrea G. Rockall, Ben Glocker
Hierarchical Compositionality in Hyperbolic Space for Robust Medical Image Segmentation. DART@MICCAI (2023)
Ainkaran Santhirasekaram, Avinash Kori, Mathias Winkler, Andrea G. Rockall, Francesca Toni, Ben Glocker
Robust Hierarchical Symbolic Explanations in Hyperbolic Space for Image Classification. CVPR Workshops (2023)
Ainkaran Santhirasekaram, Mathias Winkler, Andrea G. Rockall, Ben Glocker
Topology Preserving Compositionality for Robust Medical Image Segmentation. CVPR Workshops (2023)
Ainkaran Santhirasekaram, Karen Pinto, Mathias Winkler, Andrea G. Rockall, Ben Glocker
A Sheaf Theoretic Perspective for Robust Prostate Segmentation. MICCAI (4) (2023)
Ainkaran Santhirasekaram, Avinash Kori, Mathias Winkler, Andrea G. Rockall, Ben Glocker
Vector Quantisation for Robust Segmentation. CoRR (2022)
Ainkaran Santhirasekaram, Avinash Kori, Mathias Winkler, Andrea G. Rockall, Ben Glocker
Vector Quantisation for Robust Segmentation. MICCAI (4) (2022)
Ainkaran Santhirasekaram, Avinash Kori, Andrea G. Rockall, Mathias Winkler, Francesca Toni, Ben Glocker
Hierarchical Symbolic Reasoning in Hyperbolic Space for Deep Discriminative Models. CoRR (2022)
Talha Qaiser, Stefan Winzeck, Theodore Barfoot, Tara Barwick, Simon J. Doran, Martin F. Kaiser, Linda Wedlake, Nina Tunariu, Dow-Mu Koh, Christina Messiou, Andrea G. Rockall, Ben Glocker
Multiple Instance Learning with Auxiliary Task Weighting for Multiple Myeloma Classification. MICCAI (7) (2021)
Ainkaran Santhirasekaram, Karen Pinto, Mathias Winkler, Eric O. Aboagye, Ben Glocker, Andrea G. Rockall
Multi-scale Hybrid Transformer Networks: Application to Prostate Disease Classification. ML-CDS@MICCAI (2021)
Talha Qaiser, Stefan Winzeck, Theodore Barfoot, Tara Barwick, Simon J. Doran, Martin F. Kaiser, Linda Wedlake, Nina Tunariu, Dow-Mu Koh, Christina Messiou, Andrea G. Rockall, Ben Glocker
Multiple Instance Learning with Auxiliary Task Weighting for Multiple Myeloma Classification. CoRR (2021)
Fahdi Kanavati, Shah Islam, Zohaib Arain, Eric O. Aboagye, Andrea G. Rockall
Fully-automated deep learning slice-based muscle estimation from CT images for sarcopenia assessment. CoRR (2020)
Vanya V. Valindria, Ioannis Lavdas, Juan J. Cerrolaza, Eric O. Aboagye, Andrea G. Rockall, Daniel Rueckert, Ben Glocker
Small Organ Segmentation in Whole-body MRI using a Two-stage FCN and Weighting Schemes. CoRR (2018)
Vanya V. Valindria, Ioannis Lavdas, Wenjia Bai, Konstantinos Kamnitsas, Eric O. Aboagye, Andrea G. Rockall, Daniel Rueckert, Ben Glocker
Domain Adaptation for MRI Organ Segmentation using Reverse Classification Accuracy. CoRR (2018)
Vanya V. Valindria, Ioannis Lavdas, Juan J. Cerrolaza, Eric O. Aboagye, Andrea G. Rockall, Daniel Rueckert, Ben Glocker
Small Organ Segmentation in Whole-Body MRI Using a Two-Stage FCN and Weighting Schemes. MLMI@MICCAI (2018)
Fahdi Kanavati, Shah Islam, Eric O. Aboagye, Andrea G. Rockall
Automatic L3 slice detection in 3D CT images using fully-convolutional networks. CoRR (2018)
Vanya V. Valindria, Nick Pawlowski, Martin Rajchl, Ioannis Lavdas, Eric O. Aboagye, Andrea G. Rockall, Daniel Rueckert, Ben Glocker
Multi-modal Learning from Unpaired Images: Application to Multi-organ Segmentation in CT and MRI. WACV (2018)
Vanya V. Valindria, Ioannis Lavdas, Wenjia Bai, Konstantinos Kamnitsas, Eric O. Aboagye, Andrea G. Rockall, Daniel Rueckert, Ben Glocker
Reverse Classification Accuracy: Predicting Segmentation Performance in the Absence of Ground Truth. CoRR (2017)
Vanya V. Valindria, Ioannis Lavdas, Wenjia Bai, Konstantinos Kamnitsas, Eric O. Aboagye, Andrea G. Rockall, Daniel Rueckert, Ben Glocker
Reverse Classification Accuracy: Predicting Segmentation Performance in the Absence of Ground Truth. IEEE Trans. Medical Imaging 36 (8) (2017)
Ben Glocker, Ender Konukoglu, Ioannis Lavdas, Juan Eugenio Iglesias, Eric O. Aboagye, Andrea G. Rockall, Daniel Rueckert
Correction of Fat-Water Swaps in Dixon MRI. MICCAI (3) (2016)