Spencer Angus Thomas

29 papers C 3Journal 13Unranked 13

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	A Generic Self-Supervised Framework of Learning Invariant Discriminative Features. IEEE Trans. Neural Networks Learn. Syst. Foivos Ntelemis, Yaochu Jin, Spencer Angus Thomas
2024	J	`jnl`	Cluster Metric Sensitivity to Irrelevant Features. CoRR Miles McCrory, Spencer Angus Thomas
2024	—	`conf`	Effects of Primary Capsule Shapes and Sizes in Capsule Networks. ICPR (5) William Tapper, Gustavo Carneiro, Mohammad Hussein, Phillip Evans, Spencer Angus Thomas
2023	—	`conf`	Decreasing Admissions but Increasing Readmissions for Mental Health in-Patient Treatment in Scotland, UK. ICIMTH Elizabeth A. Cooke, Agnieszka Lemanska, Spencer Angus Thomas
2023	—	`conf`	Investigating the potential of untrained convolutional layers and pruning in computational pathology. Digital and Computational Pathology Taranpreet Rai, Ioannis Papanikolaou, N. Dave, A. Morisi, B. Bacci, Spencer Angus Thomas, R. M. La Ragione, Kevin Wells
2022	J	`jnl`	A Generic Self-Supervised Framework of Learning Invariant Discriminative Features. CoRR Foivos Ntelemis, Yaochu Jin, Spencer Angus Thomas
2022	C	`conf`	Fast Data Driven Estimation of Cluster Number in Multiplex Images using Embedded Density Outliers. CIBCB Spencer Angus Thomas
2022	J	`jnl`	Fast Data Driven Estimation of Cluster Number in Multiplex Images using Embedded Density Outliers. CoRR Spencer Angus Thomas
2022	J	`jnl`	Image Clustering Using an Augmented Generative Adversarial Network and Information Maximization. IEEE Trans. Neural Networks Learn. Syst. Foivos Ntelemis, Yaochu Jin, Spencer Angus Thomas
2022	J	`jnl`	Information maximization clustering via multi-view self-labelling. Knowl. Based Syst. Foivos Ntelemis, Yaochu Jin, Spencer Angus Thomas
2022	—	`conf`	The Impact of COVID-19 on Mental Health Services in Scotland, UK. ICIMTH Elizabeth A. Cooke, Agnieszka Lemanska, Jennifer Livings, Spencer Angus Thomas
2021	—	`conf`	Combining Image Features and Patient Metadata to Enhance Transfer Learning. EMBC Spencer Angus Thomas
2021	J	`jnl`	Combining Image Features and Patient Metadata to Enhance Transfer Learning. CoRR Spencer Angus Thomas
2021	J	`jnl`	Enhanced Transfer Learning Through Medical Imaging and Patient Demographic Data Fusion. CoRR Spencer Angus Thomas
2021	J	`jnl`	Information Maximization Clustering via Multi-View Self-Labelling. CoRR Foivos Ntelemis, Yaochu Jin, Spencer Angus Thomas
2021	—	`conf`	Study into COVID-19 Crisis Using Primary Care Mental Health Consultations and Prescriptions Data. MIE 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 Angus Thomas, John Williams, Simon de Lusignan
2020	J	`jnl`	Image Clustering using an Augmented Generative Adversarial Network and Information Maximization. CoRR Foivos Ntelemis, Yaochu Jin, Spencer Angus Thomas
2020	—	`conf`	Primary Care Prostate Cancer Case Ascertainment. MIE Agnieszka Lemanska, Sara Faithfull, Harshana Liyanage, Sophie Otter, Marina Romanchikova, Julian Sherlock, Nadia A. S. Smith, Spencer Angus Thomas, Simon de Lusignan
2019	—	`conf`	An investigation of aggregated transfer learning for classification in digital pathology. Digital Pathology Taranpreet Rai, A. Morisi, B. Bacci, N. J. Bacon, Spencer Angus Thomas, R. M. La Ragione, M. Bober, Kevin Wells
2019	—	`conf`	Analysis of Primary Care Computerised Medical Records with Deep Learning. EFMI-STC Simon de Lusignan, Nadia A. S. Smith, Valerie N. Livina, Ivelina Yonova, Rebecca Webb, Spencer Angus Thomas
2019	J	`jnl`	Analysis of Primary Care Computerized Medical Records (CMR) Data With Deep Autoencoders (DAE). Frontiers Appl. Math. Stat. Spencer Angus Thomas, Nadia A. S. Smith, Valerie N. Livina, Ivelina Yonova, Rebecca Webb, Simon de Lusignan
2019	—	`conf`	Can ImageNet feature maps be applied to small histopathological datasets for the classification of breast cancer metastatic tissue in whole slide images? Digital Pathology Taranpreet Rai, A. Morisi, B. Bacci, N. J. Bacon, Spencer Angus Thomas, R. M. La Ragione, M. Bober, Kevin Wells
2017	—	`conf`	Enhancing classification of mass spectrometry imaging data with deep neural networks. SSCI Spencer Angus Thomas, Yaochu Jin, Josephine Bunch, Ian S. Gilmore
2016	—	`conf`	Dimensionality reduction of mass spectrometry imaging data using autoencoders. SSCI Spencer Angus Thomas, Alan M. Race, Rory T. Steven, Ian S. Gilmore, Josephine Bunch
2014	J	`jnl`	Reconstructing biological gene regulatory networks: where optimization meets big data. Evol. Intell. Spencer Angus Thomas, Yaochu Jin
2013	J	`jnl`	Evolving Connectivity between Genetic oscillators and Switches using Evolutionary Algorithms. J. Bioinform. Comput. Biol. Spencer Angus Thomas, Yaochu Jin
2013	—	`conf`	Reconstructing regulatory networks in Streptomyces using evolutionary algorithms. UKCI Spencer Angus Thomas, Yaochu Jin, Emma Laing, Colin P. Smith
2013	C	`conf`	Single and Multi-objective in Silico Evolution of Tunable Genetic Oscillators. EMO Spencer Angus Thomas, Yaochu Jin
2012	C	`conf`	Combining genetic oscillators and switches using evolutionary algorithms. CIBCB Spencer Angus Thomas, Yaochu Jin