Nicholas Byrne

发表论文 9 篇 · 总被引 585 次 · h-index 5

代表论文

• A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology (2019 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 被引 319)
• A systematic review of image segmentation methodology, used in the additive manufacture of patient-specific 3D printed models of the cardiovascular system (2016 · JRSM Cardiovascular Disease · 被引 136)
• Explicit topological priors for deep-learning based image segmentation using persistent homology (2019 · Information Processing in Medical Imaging · 被引 73)
• A persistent homology-based topological loss for CNN-based multi-class segmentation of CMR (2021 · IEEE Transactions on Medical Imaging · 被引 51)
• A Persistent Homology-Based Topological Loss Function for Multi-class CNN Segmentation of Cardiac MRI (2020 · M&Ms and EMIDEC/STACOM@MICCAI · 被引 32)
• Early experience of transcatheter correction of superior sinus venosus atrial septal defect with partial anomalous pulmonary venous drainage (2019 · Archives of Cardiovascular Diseases Supplements · 被引 3)