James D. Brenton

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 4

Top Topics

Medical Image Segmentation

Unsupervised Fuzzy Clustering

Top Venues

Comput. Biol. Medicine

PLoS Comput. Biol.

Publications

Inês Prata Machado, Anna Reithmeir, Fryderyk Victor Kögl, Leonardo Rundo, Gabriel Funingana, Marika Reinius, Gift Mungmeeprued, Zeyu Gao, Cathal McCague, Eric Kerfoot, Ramona Woitek, Evis Sala, Yangming Ou, James D. Brenton, Julia A. Schnabel, Mireia Crispin
A Self-Supervised Image Registration Approach for Measuring Local Response Patterns in Metastatic Ovarian Cancer. CoRR (2024)
Thomas Buddenkotte, Lorena Escudero Sanchez, Mireia Crispin-Ortuzar, Ramona Woitek, Cathal McCague, James D. Brenton, Ozan Öktem, Evis Sala, Leonardo Rundo
Calibrating ensembles for scalable uncertainty quantification in deep learning-based medical image segmentation. Comput. Biol. Medicine 163 (2023)
Thomas Buddenkotte, Lorena Escudero Sanchez, Mireia Crispin-Ortuzar, Ramona Woitek, Cathal McCague, James D. Brenton, Ozan Öktem, Evis Sala, Leonardo Rundo
Calibrating Ensembles for Scalable Uncertainty Quantification in Deep Learning-based Medical Segmentation. CoRR (2022)
Leonardo Rundo, Lucian Beer, Stephan Ursprung, Paula Martin-Gonzalez, Florian Markowetz, James D. Brenton, Mireia Crispin-Ortuzar, Evis Sala, Ramona Woitek
Tissue-specific and interpretable sub-segmentation of whole tumour burden on CT images by unsupervised fuzzy clustering. Comput. Biol. Medicine 120 (2020)
Roland F. Schwarz, Anne Trinh, Botond Sipos, James D. Brenton, Nick Goldman, Florian Markowetz
Phylogenetic Quantification of Intra-tumour Heterogeneity. PLoS Comput. Biol. 10 (4) (2014)
Lorna Morris, Andrew Tsui, Charles Crichton, Steve Harris, Peter Maccallum, William J. Howat, Jim Davies, James D. Brenton, Carlos Caldas
A metadata-aware application for remote scoring and exchange of tissue microarray images. BMC Bioinform. 14 (2013)
Charles Crichton, Jim Davies, Jeremy Gibbons, Steve Harris, Andrew Tsui, James D. Brenton
Metadata-driven software for clinical trials. SEHC@ICSE (2009)
Tianyi Zang, Radu Calinescu, Steve Harris, Andrew Tsui, Charles Crichton, Marta Z. Kwiatkowska, Jeremy Gibbons, Jim Davies, James D. Brenton, Carlos Caldas
Metamodel-Based Generation of WSRF-Compliant SOA for Collaborative Cancer Research. eScience (2008)
Andrew E. Teschendorff, Yanzhong Wang, Nuno L. Barbosa-Morais, James D. Brenton, Carlos Caldas
A variational Bayesian mixture modelling framework for cluster analysis of gene-expression data. Bioinform. 21 (13) (2005)