Spencer A. Thomas

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 15

Top Topics

Transfer Learning

Irrelevant Features

Top Venues

Publications

Miles McCrory, Spencer A. Thomas
Cluster Metric Sensitivity to Irrelevant Features. CoRR (2024)
Foivos Ntelemis, Yaochu Jin, Spencer A. Thomas
A Generic Self-Supervised Framework of Learning Invariant Discriminative Features. CoRR (2022)
Spencer A. Thomas
Fast Data Driven Estimation of Cluster Number in Multiplex Images using Embedded Density Outliers. CoRR (2022)
Elizabeth A. Cooke, Agnieszka Lemanska, Jennifer Livings, Spencer A. Thomas
The Impact of COVID-19 on Mental Health Services in Scotland, UK. ICIMTH (2022)
Foivos Ntelemis, Yaochu Jin, Spencer A. Thomas
Information Maximization Clustering via Multi-View Self-Labelling. CoRR (2021)
Spencer A. Thomas
Combining Image Features and Patient Metadata to Enhance Transfer Learning. CoRR (2021)
Spencer A. Thomas
Combining Image Features and Patient Metadata to Enhance Transfer Learning. EMBC (2021)
Spencer A. Thomas
Enhanced Transfer Learning Through Medical Imaging and Patient Demographic Data Fusion. CoRR (2021)
Agnieszka Lemanska, Uy Hoang, Nathan Jeffreys, Clare Bankhead, Kam Bhui, Filipa Ferreira, Sally Harcourt, Anthony James, Harshana Liyanage, Brian D. Nicholson, Julian Sherlock, Gillian E. Smith, Nadia A. S. Smith, Spencer A. Thomas, John Williams, Simon de Lusignan
Study into COVID-19 Crisis Using Primary Care Mental Health Consultations and Prescriptions Data. MIE (2021)
Agnieszka Lemanska, Sara Faithfull, Harshana Liyanage, Sophie Otter, Marina Romanchikova, Julian Sherlock, Nadia A. S. Smith, Spencer A. Thomas, Simon de Lusignan
Primary Care Prostate Cancer Case Ascertainment. MIE (2020)
Foivos Ntelemis, Yaochu Jin, Spencer A. Thomas
Image Clustering using an Augmented Generative Adversarial Network and Information Maximization. CoRR (2020)
Simon de Lusignan, Nadia A. S. Smith, Valerie N. Livina, Ivelina Yonova, Rebecca Webb, Spencer A. Thomas
Analysis of Primary Care Computerised Medical Records with Deep Learning. EFMI-STC (2019)
Spencer A. Thomas, Nadia A. S. Smith, Valerie N. Livina, Ivelina Yonova, Rebecca Webb, Simon de Lusignan
Analysis of Primary Care Computerized Medical Records (CMR) Data With Deep Autoencoders (DAE). Frontiers Appl. Math. Stat. 5 (2019)
Spencer A. Thomas, Yaochu Jin, Josephine Bunch, Ian S. Gilmore
Enhancing classification of mass spectrometry imaging data with deep neural networks. SSCI (2017)
Spencer A. Thomas, Alan M. Race, Rory T. Steven, Ian S. Gilmore, Josephine Bunch
Dimensionality reduction of mass spectrometry imaging data using autoencoders. SSCI (2016)