29 citations · 71 across the 7 of their papers we have counts for
4 papers · 1 filter
Enhanced Transfer Learning Through Medical Imaging and Patient Demographic Data Fusion
Spencer A. Thomas
In this work we examine the performance enhancement in classification of medical imaging data when image features are combined with associated non-image data. We compare the perfor…
Combining Image Features and Patient Metadata to Enhance Transfer Learning
Spencer A. Thomas
In this work, we compare the performance of six state-of-the-art deep neural networks in classification tasks when using only image features, to when these are combined with patien…
Place of Occurrence of COVID-19 Deaths in the UK: Modelling and Analysis
Spencer A. Thomas
We analysed publicly available data on place of occurrence of COVID-19 deaths from national statistical agencies in the UK between March 9 2020 and February 28 2021. We introduce a…
Information Maximization Clustering via Multi-View Self-Labelling
Foivos Ntelemis, Yaochu Jin, Spencer A. Thomas
Image clustering is a particularly challenging computer vision task, which aims to generate annotations without human supervision. Recent advances focus on the use of self-supervis…