Delmiro Fernandez-Reyes

According to our database, Delmiro Fernandez-Reyes authored at least 16 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

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, Daniel C. Alexander

Medical Image Anal., 2023

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

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, Parashkev Nachev

npj Digit. Medicine, 2022

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

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, Daniel C. Alexander

CoRR, 2020

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

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, Adebola E. Orimadegun, Wasiu A. Ajetunmobi, Francis Akinkunmi, Olayinka Kowobari, Kikelomo Osinusi, Felix O. Akinbami, Samuel Omokhodion, Wuraola A. Shokunbi, Ikeoluwa Lagunju, Olugbemiro Sodeinde, Delmiro Fernandez-Reyes

CoRR, 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, Delmiro Fernandez-Reyes

CoRR, 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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

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, Daniel C. Alexander

Proceedings of the Machine Learning for Medical Image Reconstruction, 2019

2018

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

2014

Learning Non-Linear Feature Maps, With An Application To Representation Learning.

Dimitris Athanasakis, John Shawe-Taylor, Delmiro Fernandez-Reyes

Proceedings of the 2nd International Conference on Learning Representations, 2014

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.

Dimitris Athanasakis, John Shawe-Taylor, Delmiro Fernandez-Reyes

CoRR, 2013

2007

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

Proceedings of the 2007 International Conference on Computing: Theory and Applications (ICCTA 2007), 2007

2005

Adapting multiple kernel parameters for support vector machines using genetic algorithms.

Sergio A. Rojas, Delmiro Fernandez-Reyes

Proceedings of the IEEE Congress on Evolutionary Computation, 2005