158 citations
- University College LondonGB23 papers
- King's College LondonGB8 papers
- King's College SchoolGB4 papers
- National Hospital for Neurology and NeurosurgeryGB4 papers
- University College HospitalGB4 papers
- Stanford MedicineUS3 papers
- Harbin Institute of TechnologyCN2 papers
- University College London Hospitals NHS Foundation TrustGB2 papers
- University of OxfordGB2 papers
- Assistance Publique – Hôpitaux de ParisFR1 paper
- Athinoula A. Martinos Center for Biomedical ImagingUS1 paper
- Azienda Socio Sanitaria Territoriale Grande Ospedale Metropolitano NiguardaIT1 paper
9 papers · 1 filter
Privileged Anatomical and Protocol Discrimination in Trackerless 3D Ultrasound Reconstruction
Qi Li, Ziyi Shen, Qian Li +5
Three-dimensional (3D) freehand ultrasound (US) reconstruction without using any additional external tracking device has seen recent advances with deep neural networks (DNNs). In t…
Cross-Modality Image Registration using a Training-Time Privileged Third Modality
Qianye Yang, David Atkinson, Yunguan Fu +7
In this work, we consider the task of pairwise cross-modality image registration, which may benefit from exploiting additional images available only at training time from an additi…
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…
Transfer Learning of Deep Spatiotemporal Networks to Model Arbitrarily Long Videos of Seizures
Fernando Pérez-García, Catherine Scott, Rachel Sparks +2
Detailed analysis of seizure semiology, the symptoms and signs which occur during a seizure, is critical for management of epilepsy patients. Inter-rater reliability using qualitat…
Gesture Recognition in Robotic Surgery: a Review
Beatrice van Amsterdam, Matthew J. Clarkson, Danail Stoyanov
Objective: Surgical activity recognition is a fundamental step in computer-assisted interventions. This paper reviews the state-of-the-art in methods for automatic recognition of f…
Estimation of Tissue Oxygen Saturation from RGB images and Sparse Hyperspectral Signals based on Conditional Generative Adversarial Network
Qingbiao Li, Jianyu Lin, Neil T. Clancy +1
Purpose: Intra-operative measurement of tissue oxygen saturation (StO2) is important in the detection of ischemia, monitoring perfusion and identifying disease. Hyperspectral imagi…