452 citations · 797 across the 42 of their papers we have counts for
8 papers · 1 filter
DeepReg: a deep learning toolkit for medical image registration
Yunguan Fu, Nina Montaña Brown, Shaheer U. Saeed +14
DeepReg (https://github.com/DeepRegNet/DeepReg) is a community-supported open-source toolkit for research and education in medical image registration using deep learning.
Assisted Probe Positioning for Ultrasound Guided Radiotherapy Using Image Sequence Classification
Alexander Grimwood, Helen McNair, Yipeng Hu +3
Effective transperineal ultrasound image guidance in prostate external beam radiotherapy requires consistent alignment between probe and prostate at each session during patient set…
Longitudinal Image Registration with Temporal-order and Subject-specificity Discrimination
Qianye Yang, Yunguan Fu, Francesco Giganti +6
Morphological analysis of longitudinal MR images plays a key role in monitoring disease progression for prostate cancer patients, who are placed under an active surveillance progra…
An Unsupervised Approach to Ultrasound Elastography with End-to-end Strain Regularisation
Rémi Delaunay, Yipeng Hu, Tom Vercauteren
Quasi-static ultrasound elastography (USE) is an imaging modality that consists of determining a measure of deformation (i.e.strain) of soft tissue in response to an applied mechan…
Multimodality Biomedical Image Registration using Free Point Transformer Networks
Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt
We describe a point-set registration algorithm based on a novel free point transformer (FPT) network, designed for points extracted from multimodal biomedical images for registrati…
Image quality assessment for closed-loop computer-assisted lung ultrasound
Zachary M C Baum, Ester Bonmati, Lorenzo Cristoni +8
We describe a novel, two-stage computer assistance system for lung anomaly detection using ultrasound imaging in the intensive care setting to improve operator performance and pati…