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ORCIDDelmiro Fernandez-Reyes
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2020 – today
- 2023
[j4]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: 102807 (2023)- [i11]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 abs/2304.13385 (2023) - [i10]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 abs/2311.12601 (2023) - 2022
- [j3]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) - [i9]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 abs/2203.10626 (2022) - [i8]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 abs/2207.12043 (2022) - 2020
- [c6]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: 226-235 - [i7]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 abs/2003.07216 (2020)
2010 – 2019
- 2019
- [c5]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: 58-70 - [c4]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: 760-768 - [i6]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 abs/1906.07496 (2019) - [i5]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 abs/1906.07502 (2019) - [i4]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 abs/1907.09974 (2019) - [i3]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 abs/1909.06763 (2019) - 2018
- [j2]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): 95:1-95:33 (2018) - 2017
- [i2]Viivi Uurtio, João M. Monteiro, Jaz S. Kandola, John Shawe-Taylor, Delmiro Fernandez-Reyes, Juho Rousu:
A Tutorial on Canonical Correlation Methods. CoRR abs/1711.02391 (2017) - 2014
- [c3]Dimitris Athanasakis, John Shawe-Taylor, Delmiro Fernandez-Reyes:
Learning Non-Linear Feature Maps, With An Application To Representation Learning. ICLR (Workshop Poster) 2014 - 2013
- [j1]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) - [i1]Dimitris Athanasakis, John Shawe-Taylor, Delmiro Fernandez-Reyes:
Learning Non-Linear Feature Maps. CoRR abs/1311.5636 (2013)
2000 – 2009
- 2007
- [c2]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: 552-562 - 2005
- [c1]Sergio A. Rojas, Delmiro Fernandez-Reyes:
Adapting multiple kernel parameters for support vector machines using genetic algorithms. Congress on Evolutionary Computation 2005: 626-631
Coauthor Index
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