Delmiro Fernandez-Reyes

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 16

Top Topics

Weakly Supervised

Top Venues

Medical Image Anal.

ACM Comput. Surv.

Publications

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
Low-field magnetic resonance image enhancement via stochastic image quality transfer. Medical Image Anal. 87 (2023)
Petru Manescu, Joseph Geradts, Delmiro Fernandez-Reyes
Deep learning-based detection of morphological features associated with hypoxia in H&E breast cancer whole slide images. CoRR (2023)
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
Low-field magnetic resonance image enhancement via stochastic image quality transfer. CoRR (2023)
Robert Carruthers, Isabel Straw, James K. Ruffle, Daniel Herron, Amy P. K. Nelson, Danilo Bzdok, Delmiro Fernandez-Reyes, Geraint Rees, Parashkev Nachev
Representational Ethical Model Calibration. CoRR (2022)
Petru Manescu, Priya Narayanan, Christopher Bendkowski, Muna Elmi, Remy Claveau, Vijay Pawar, Biobele J. Brown, Mike J. Shaw, Anupama Rao, Delmiro Fernandez-Reyes
Automated Detection of Acute Promyelocytic Leukemia in Blood Films and Bone Marrow Aspirates with Annotation-free Deep Learning. CoRR (2022)
Robert Carruthers, Isabel Straw, James K. Ruffle, Daniel Herron, Amy P. K. Nelson, Danilo Bzdok, Delmiro Fernandez-Reyes, Geraint Rees, Parashkev Nachev
Representational ethical model calibration. npj Digit. Medicine 5 (2022)
Petru Manescu, Christopher Bendkowski, Remy Claveau, Muna Elmi, Biobele J. Brown, Vijay Pawar, Mike J. Shaw, Delmiro Fernandez-Reyes
A Weakly Supervised Deep Learning Approach for Detecting Malaria and Sickle Cells in Blood Films. MICCAI (5) (2020)
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
Image Quality Transfer Enhances Contrast and Resolution of Low-Field Brain MRI in African Paediatric Epilepsy Patients. CoRR (2020)
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
Whole-Sample Mapping of Cancerous and Benign Tissue Properties. MICCAI (1) (2019)
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
Deep Learning for Low-Field to High-Field MR: Image Quality Transfer with Probabilistic Decimation Simulator. CoRR (2019)
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
Deep Learning for Low-Field to High-Field MR: Image Quality Transfer with Probabilistic Decimation Simulator. MLMIR@MICCAI (2019)
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
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 (2019)
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
Whole-Sample Mapping of Cancerous and Benign Tissue Properties. CoRR (2019)
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
Deep Learning Enhanced Extended Depth-of-Field for Thick Blood-Film Malaria High-Throughput Microscopy. CoRR (2019)
Viivi Uurtio, João M. Monteiro, Jaz S. Kandola, John Shawe-Taylor, Delmiro Fernandez-Reyes, Juho Rousu
A Tutorial on Canonical Correlation Methods. ACM Comput. Surv. 50 (6) (2018)
Viivi Uurtio, João M. Monteiro, Jaz S. Kandola, John Shawe-Taylor, Delmiro Fernandez-Reyes, Juho Rousu
A Tutorial on Canonical Correlation Methods. CoRR (2017)
Dimitris Athanasakis, John Shawe-Taylor, Delmiro Fernandez-Reyes
Learning Non-Linear Feature Maps, With An Application To Representation Learning. ICLR (Workshop Poster) (2014)
Dimitris Athanasakis, John Shawe-Taylor, Delmiro Fernandez-Reyes
Learning Non-Linear Feature Maps. CoRR (2013)
Juho Rousu, Daniel D. Agranoff, Olugbemiro Sodeinde, John Shawe-Taylor, Delmiro Fernandez-Reyes
Biomarker Discovery by Sparse Canonical Correlation Analysis of Complex Clinical Phenotypes of Tuberculosis and Malaria. PLoS Comput. Biol. 9 (4) (2013)
Bernard F. Buxton, Houari Abdallahi, Delmiro Fernandez-Reyes, William Jarra
Development of an Extension of the Otsu Algorithm for Multidimensional Image Segmentation of Thin-Film Blood Slides. ICCTA (2007)
Sergio A. Rojas, Delmiro Fernandez-Reyes
Adapting multiple kernel parameters for support vector machines using genetic algorithms. Congress on Evolutionary Computation (2005)