Nick Byrne

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 6

Top Topics

Persistent Homology

Topological Features

Top Venues

SUSI/PIPPI@MICCAI

M&Ms and EMIDEC/STACOM@MICCAI

IEEE Trans. Medical Imaging

Publications

Nick Byrne, James R. Clough, Israel Valverde, Giovanni Montana, Andrew P. King
A Persistent Homology-Based Topological Loss for CNN-Based Multiclass Segmentation of CMR. IEEE Trans. Medical Imaging 42 (1) (2023)
Nick Byrne, James R. Clough, Isra Valverde, Giovanni Montana, Andrew P. King
A persistent homology-based topological loss for CNN-based multi-class segmentation of CMR. CoRR (2021)
Nick Byrne, James R. Clough, Giovanni Montana, Andrew P. King
A persistent homology-based topological loss function for multi-class CNN segmentation of cardiac MRI. CoRR (2020)
Nick Byrne, James R. Clough, Giovanni Montana, Andrew P. King
A Persistent Homology-Based Topological Loss Function for Multi-class CNN Segmentation of Cardiac MRI. M&Ms and EMIDEC/STACOM@MICCAI (2020)
Nick Byrne, James R. Clough, Isra Valverde, Giovanni Montana, Andrew P. King
Topology-preserving augmentation for CNN-based segmentation of congenital heart defects from 3D paediatric CMR. CoRR (2019)
Nick Byrne, James R. Clough, Isra Valverde, Giovanni Montana, Andrew P. King
Topology-Preserving Augmentation for CNN-Based Segmentation of Congenital Heart Defects from 3D Paediatric CMR. SUSI/PIPPI@MICCAI (2019)