Delmiro Fernandez-Reyes

23 papers B 1Journal 17Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
MORPHFED: Federated Learning for Cross-institutional Blood Morphology Analysis.
CoRR
Gabriel Ansah, Eden Ruffell, Delmiro Fernandez-Reyes, Petru Manescu
2025 J jnl
Uncertainty-Aware Retinal Vessel Segmentation via Ensemble Distillation.
CoRR
Jeremiah Fadugba, Petru Manescu, Bolanle Oladejo, Delmiro Fernandez-Reyes, Philipp Berens
2023 J jnl
Deep learning-based detection of morphological features associated with hypoxia in H&E breast cancer whole slide images.
CoRR
Petru Manescu, Joseph Geradts, Delmiro Fernandez-Reyes
2023 J jnl
Low-field magnetic resonance image enhancement via stochastic image quality transfer.
CoRR
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
2023 J jnl
Low-field magnetic resonance image enhancement via stochastic image quality transfer.
Medical Image Anal.
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
2022 J jnl
Automated Detection of Acute Promyelocytic Leukemia in Blood Films and Bone Marrow Aspirates with Annotation-free Deep Learning.
CoRR
Petru Manescu, Priya Narayanan, Christopher Bendkowski, Muna Elmi, Remy Claveau, Vijay Pawar, Biobele J. Brown, Mike J. Shaw, Anupama Rao, Delmiro Fernandez-Reyes
2022 J jnl
Representational Ethical Model Calibration.
CoRR
Robert Carruthers, Isabel Straw, James K. Ruffle, Daniel Herron, Amy P. K. Nelson, Danilo Bzdok, Delmiro Fernandez-Reyes, Geraint Rees, Parashkev Nachev
2022 J jnl
Representational ethical model calibration.
npj Digit. Medicine
Robert Carruthers, Isabel Straw, James K. Ruffle, Daniel Herron, Amy P. K. Nelson, Danilo Bzdok, Delmiro Fernandez-Reyes, Geraint Rees, Parashkev Nachev
2020 — conf
A Weakly Supervised Deep Learning Approach for Detecting Malaria and Sickle Cells in Blood Films.
MICCAI (5)
Petru Manescu, Christopher Bendkowski, Remy Claveau, Muna Elmi, Biobele J. Brown, Vijay Pawar, Mike J. Shaw, Delmiro Fernandez-Reyes
2020 J jnl
Image Quality Transfer Enhances Contrast and Resolution of Low-Field Brain MRI in African Paediatric Epilepsy Patients.
CoRR
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
2019 J jnl
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.
CoRR
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
2019 J jnl
Deep Learning Enhanced Extended Depth-of-Field for Thick Blood-Film Malaria High-Throughput Microscopy.
CoRR
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
2019 — conf
Deep Learning for Low-Field to High-Field MR: Image Quality Transfer with Probabilistic Decimation Simulator.
MLMIR@MICCAI
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
2019 J jnl
Deep Learning for Low-Field to High-Field MR: Image Quality Transfer with Probabilistic Decimation Simulator.
CoRR
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
2019 — conf
Whole-Sample Mapping of Cancerous and Benign Tissue Properties.
MICCAI (1)
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
2019 J jnl
Whole-Sample Mapping of Cancerous and Benign Tissue Properties.
CoRR
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
2018 J jnl
A Tutorial on Canonical Correlation Methods.
ACM Comput. Surv.
Viivi Uurtio, João M. Monteiro, Jaz S. Kandola, John Shawe-Taylor, Delmiro Fernandez-Reyes, Juho Rousu
2017 J jnl
A Tutorial on Canonical Correlation Methods.
CoRR
Viivi Uurtio, João M. Monteiro, Jaz S. Kandola, John Shawe-Taylor, Delmiro Fernandez-Reyes, Juho Rousu
2014 — conf
Learning Non-Linear Feature Maps, With An Application To Representation Learning.
ICLR (Workshop Poster)
Dimitris Athanasakis, John Shawe-Taylor, Delmiro Fernandez-Reyes
2013 J jnl
Biomarker Discovery by Sparse Canonical Correlation Analysis of Complex Clinical Phenotypes of Tuberculosis and Malaria.
PLoS Comput. Biol.
Juho Rousu, Daniel D. Agranoff, Olugbemiro Sodeinde, John Shawe-Taylor, Delmiro Fernandez-Reyes
2013 J jnl
Learning Non-Linear Feature Maps.
CoRR
Dimitris Athanasakis, John Shawe-Taylor, Delmiro Fernandez-Reyes
2007 — conf
Development of an Extension of the Otsu Algorithm for Multidimensional Image Segmentation of Thin-Film Blood Slides.
ICCTA
Bernard F. Buxton, Houari Abdallahi, Delmiro Fernandez-Reyes, William Jarra
2005 B conf
Adapting multiple kernel parameters for support vector machines using genetic algorithms.
Congress on Evolutionary Computation
Sergio A. Rojas, Delmiro Fernandez-Reyes