Adapting multiple kernel parameters for support vector machines using genetic algorithms. - Sergio A. Rojas; Delmiro Fernandez-Reyes (Congress on Evolutionary Computation, 2005)

Development of an Extension of the Otsu Algorithm for Multidimensional Image Segmentation of Thin-Film Blood Slides. - Bernard F. Buxton; Houari Abdallahi; Delmiro Fernandez-Reyes; William Jarra (ICCTA, 2007)

Learning Non-Linear Feature Maps. - Dimitris Athanasakis; John Shawe-Taylor; Delmiro Fernandez-Reyes (CoRR, 2013)

Biomarker Discovery by Sparse Canonical Correlation Analysis of Complex Clinical Phenotypes of Tuberculosis and Malaria. - Juho Rousu; Daniel D. Agranoff; Olugbemiro Sodeinde; John Shawe-Taylor; Delmiro Fernandez-Reyes (PLoS Comput. Biol., 2013)

Learning Non-Linear Feature Maps, With An Application To Representation Learning. - Dimitris Athanasakis; John Shawe-Taylor; Delmiro Fernandez-Reyes (ICLR (Workshop Poster), 2014)

A Tutorial on Canonical Correlation Methods. - Viivi Uurtio; João M. Monteiro; Jaz S. Kandola; John Shawe-Taylor; Delmiro Fernandez-Reyes; Juho Rousu (ACM Comput. Surv., 2018)

Deep Learning for Low-Field to High-Field MR: Image Quality Transfer with Probabilistic Decimation Simulator. - Hongxiang Lin; Matteo Figini; Ryutaro Tanno; Stefano B. Blumberg; Enrico Kaden; Godwin Ogbole; Biobele J. Brown; Felice D'Arco; David W. Carmichael; Ikeoluwa Lagunju; Helen J. Cross; Delmiro Fernandez-Reyes; et al. (MLMIR@MICCAI, 2019)

Whole-Sample Mapping of Cancerous and Benign Tissue Properties. - Lydia Neary-Zajiczek; Clara Essmann; Neil Clancy; Aiman Haider; Elena Miranda; Michael J. Shaw; Amir Gander; Brian R. Davidson; Delmiro Fernandez-Reyes; Vijay Pawar; Danail Stoyanov (MICCAI (1), 2019)

Deep Learning Enhanced Extended Depth-of-Field for Thick Blood-Film Malaria High-Throughput Microscopy. - Petru Manescu; Lydia Neary-Zajiczek; Michael J. Shaw; Muna Elmi; Remy Claveau; Vijay Pawar; John Shawe-Taylor; Iasonas Kokkinos; Mandayam A. Srinivasan; Ikeoluwa Lagunju; Olugbemiro Sodeinde; Biobele J. Brown; et al. (CoRR, 2019)

Data-Driven Malaria Prevalence Prediction in Large Densely-Populated Urban Holoendemic sub-Saharan West Africa: Harnessing Machine Learning Approaches and 22-years of Prospectively Collected Data. - Biobele J. Brown; Alexander A. Przybylski; Petru Manescu; Fabio Caccioli; Gbeminiyi Oyinloye; Muna Elmi; Michael J. Shaw; Vijay Pawar; Remy Claveau; John Shawe-Taylor; Mandayam A. Srinivasan; Nathaniel K. Afolabi; et al. (CoRR, 2019)

A Weakly Supervised Deep Learning Approach for Detecting Malaria and Sickle Cells in Blood Films. - Petru Manescu; Christopher Bendkowski; Remy Claveau; Muna Elmi; Biobele J. Brown; Vijay Pawar; Mike J. Shaw; Delmiro Fernandez-Reyes (MICCAI (5), 2020)

Image Quality Transfer Enhances Contrast and Resolution of Low-Field Brain MRI in African Paediatric Epilepsy Patients. - Matteo Figini; Hongxiang Lin; Godwin Ogbole; Felice D'Arco; Stefano B. Blumberg; David W. Carmichael; Ryutaro Tanno; Enrico Kaden; Biobele J. Brown; Ikeoluwa Lagunju; Helen J. Cross; Delmiro Fernandez-Reyes; et al. (CoRR, 2020)

Automated Detection of Acute Promyelocytic Leukemia in Blood Films and Bone Marrow Aspirates with Annotation-free Deep Learning. - Petru Manescu; Priya Narayanan; Christopher Bendkowski; Muna Elmi; Remy Claveau; Vijay Pawar; Biobele J. Brown; Mike J. Shaw; Anupama Rao; Delmiro Fernandez-Reyes (CoRR, 2022)

Representational ethical model calibration. - Robert Carruthers; Isabel Straw; James K. Ruffle; Daniel Herron; Amy P. K. Nelson; Danilo Bzdok; Delmiro Fernandez-Reyes; Geraint Rees 001; Parashkev Nachev (npj Digit. Medicine, 2022)

Deep learning-based detection of morphological features associated with hypoxia in H&E breast cancer whole slide images. - Petru Manescu; Joseph Geradts; Delmiro Fernandez-Reyes (CoRR, 2023)

Low-field magnetic resonance image enhancement via stochastic image quality transfer. - Hongxiang Lin; Matteo Figini; Felice D'Arco; Godwin Ogbole; Ryutaro Tanno; Stefano B. Blumberg; Lisa Ronan; Biobele J. Brown; David W. Carmichael; Ikeoluwa Lagunju; Judith Helen Cross; Delmiro Fernandez-Reyes; et al. (Medical Image Anal., 2023)