77 citations · 213 across the 16 of their papers we have counts for
7 papers · 1 filter
Active learning using adaptable task-based prioritisation
Shaheer U. Saeed, João Ramalhinho, Mark Pinnock +9
Supervised machine learning-based medical image computing applications necessitate expert label curation, while unlabelled image data might be relatively abundant. Active learning…
Adaptable image quality assessment using meta-reinforcement learning of task amenability
Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides +8
The performance of many medical image analysis tasks are strongly associated with image data quality. When developing modern deep learning algorithms, rather than relying on subjec…
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…
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…
Weakly-Supervised Convolutional Neural Networks for Multimodal Image Registration
Yipeng Hu, Marc Modat, Eli Gibson +11
One of the fundamental challenges in supervised learning for multimodal image registration is the lack of ground-truth for voxel-level spatial correspondence. This work describes a…
Automatic segmentation method of pelvic floor levator hiatus in ultrasound using a self-normalising neural network
Ester Bonmati, Yipeng Hu, Nikhil Sindhwani +5
Segmentation of the levator hiatus in ultrasound allows to extract biometrics which are of importance for pelvic floor disorder assessment. In this work, we present a fully automat…