Search Results for author: Jonathan Frawley

Found 3 papers, 1 papers with code

MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-ray

2 code implementations2 Feb 2022 Abril Corona-Figueroa, Jonathan Frawley, Sam Bond-Taylor, Sarath Bethapudi, Hubert P. H. Shum, Chris G. Willcocks

Computed tomography (CT) is an effective medical imaging modality, widely used in the field of clinical medicine for the diagnosis of various pathologies.

Computed Tomography (CT)

Segmentation of Macular Edema Datasets with Small Residual 3D U-Net Architectures

no code implementations10 May 2020 Jonathan Frawley, Chris G. Willcocks, Maged Habib, Caspar Geenen, David H. Steel, Boguslaw Obara

This paper investigates the application of deep convolutional neural networks with prohibitively small datasets to the problem of macular edema segmentation.

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