145 citations
- Institute of Cancer ResearchGB9 papers
- Royal Marsden HospitalGB4 papers
- Imperial College LondonGB3 papers
- Friedrich-Alexander-Universität Erlangen-NürnbergDE2 papers
- German Cancer Research CenterDE2 papers
- Universitätsklinikum ErlangenDE2 papers
- Amsterdam UMC Location University of AmsterdamNL1 paper
- Baylor College of MedicineUS1 paper
- Bristol-Myers Squibb (Belgium)BE1 paper
- Bristol-Myers Squibb (United States)US1 paper
- Brotman Baty InstituteUS1 paper
- Cambridge University Hospitals NHS Foundation TrustGB1 paper
11 papers
A weakly-supervised deep learning model for fast localisation and delineation of the skeleton, internal organs, and spinal canal on Whole-Body Diffusion-Weighted MRI (WB-DWI)
A. Candito, A. Dragan, R. Holbrey +6
Background: Apparent Diffusion Coefficient (ADC) values and Total Diffusion Volume (TDV) from Whole-body diffusion-weighted MRI (WB-DWI) are recognized cancer imaging biomarkers. H…
Combining multiplexed functional data to improve variant classification
Atlas of Variant Effects Alliance, :, Jeffrey D. Calhoun +10
With the surge in the number of variants of uncertain significance (VUS) reported in ClinVar in recent years, there is an imperative to resolve VUS at scale. Multiplexed assays of…
In vivo exposure of the bladder using a non-invasive high intensity focused ultrasound toroidal transducer
Victor Delattre, Sophie Cambronero, Yao Chen +5
A toroidal high-intensity focused ultrasound (HIFU) transducer was used to expose normal bladder wall tissues non-invasively in vivo in a porcine model in order to investigate the…
A Bayesian hierarchical mixture cure modelling framework to utilize multiple survival datasets for long-term survivorship estimates: A case study from previously untreated metastatic melanoma
Nathan Green, Murat Kurt, Andriy Moshyk +2
Time to an event of interest over a lifetime is a central measure of the clinical benefit of an intervention used in a health technology assessment (HTA). Within the same trial, mu…
Multiple Instance Learning with Auxiliary Task Weighting for Multiple Myeloma Classification
Talha Qaiser, Stefan Winzeck, Theodore Barfoot +9
Whole body magnetic resonance imaging (WB-MRI) is the recommended modality for diagnosis of multiple myeloma (MM). WB-MRI is used to detect sites of disease across the entire skele…
Learning from Partially Overlapping Labels: Image Segmentation under Annotation Shift
Gregory Filbrandt, Konstantinos Kamnitsas, David Bernstein +2
Scarcity of high quality annotated images remains a limiting factor for training accurate image segmentation models. While more and more annotated datasets become publicly availabl…