178 citations · 428 across the 21 of their papers we have counts for
8 papers · 1 filter
Comparison of Brain Networks based on Predictive Models of Connectivity
Fani Deligianni, Jonathan D. Clayden, Guang-Zhong Yang
In this study we adopt predictive modelling to identify simultaneously commonalities and differences in multi-modal brain networks acquired within subjects. Typically, predictive m…
Varifocal-Net: A Chromosome Classification Approach using Deep Convolutional Networks
Yulei Qin, Juan Wen, Hao Zheng +6
Chromosome classification is critical for karyotyping in abnormality diagnosis. To expedite the diagnosis, we present a novel method named Varifocal-Net for simultaneous classifica…
3D Path Planning from a Single 2D Fluoroscopic Image for Robot Assisted Fenestrated Endovascular Aortic Repair
Jian-Qing Zheng, Xiao-Yun Zhou, Celia Riga +1
The current standard of intra-operative navigation during Fenestrated Endovascular Aortic Repair (FEVAR) calls for need of 3D alignments between inserted devices and aortic branche…
Normalization in Training U-Net for 2D Biomedical Semantic Segmentation
Xiao-Yun Zhou, Guang-Zhong Yang
2D biomedical semantic segmentation is important for robotic vision in surgery. Segmentation methods based on Deep Convolutional Neural Network (DCNN) can out-perform conventional…
Translational Motion Compensation for Soft Tissue Velocity Images
Christina Koutsoumpa, Jennifer Keegan, David Firmin +2
Purpose: Advancements in MRI Tissue Phase Velocity Mapping (TPM) allow for the acquisition of higher quality velocity cardiac images providing better assessment of regional myocard…
Intraoperative robotic-assisted large-area high-speed microscopic imaging and intervention
Petros Giataganas, Michael Hughes, Christopher J. Payne +3
Objective: Probe-based confocal endomicroscopy is an emerging high-magnification optical imaging technique that provides in vivo and in situ cellular-level imaging for real-time as…