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Pearse A. Keane
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2020 – today
- 2024
- [j4]Yukun Zhou
, Moucheng Xu
, Yipeng Hu, Stefano B. Blumberg
, An Zhao, Siegfried K. Wagner
, Pearse A. Keane
, Daniel C. Alexander
:
CF-Loss: Clinically-relevant feature optimised loss function for retinal multi-class vessel segmentation and vascular feature measurement. Medical Image Anal. 93: 103098 (2024) - 2022
- [i6]Yukun Zhou, Moucheng Xu, Yipeng Hu, Stefano B. Blumberg, An Zhao, Siegfried K. Wagner, Pearse A. Keane, Daniel C. Alexander:
VAFO-Loss: VAscular Feature Optimised Loss Function for Retinal Artery/Vein Segmentation. CoRR abs/2203.06425 (2022) - 2021
- [j3]Edward Korot
, Zeyu Guan
, Daniel Ferraz, Siegfried K. Wagner, Gongyu Zhang
, Xiaoxuan Liu
, Livia Faes, Nikolas Pontikos
, Samuel G. Finlayson, Hagar Khalid, Gabriella Moraes, Konstantinos Balaskas
, Alastair K. Denniston
, Pearse A. Keane
:
Code-free deep learning for multi-modality medical image classification. Nat. Mach. Intell. 3(4): 288-298 (2021) - [c5]Yukun Zhou
, Moucheng Xu, Yipeng Hu, Hongxiang Lin
, Joseph Jacob, Pearse A. Keane
, Daniel C. Alexander
:
Learning to Address Intra-segment Misclassification in Retinal Imaging. MICCAI (1) 2021: 482-492 - [i5]Yukun Zhou, Moucheng Xu, Yipeng Hu, Hongxiang Lin, Joseph Jacob, Pearse A. Keane, Daniel C. Alexander:
Learning to Address Intra-segment Misclassification in Retinal Imaging. CoRR abs/2104.12138 (2021) - 2020
- [j2]Trishan Panch, Tom J. Pollard
, Heather Mattie, Emily Lindemer, Pearse A. Keane
, Leo Anthony Celi
:
"Yes, but will it work for my patients?" Driving clinically relevant research with benchmark datasets. npj Digit. Medicine 3 (2020) - [c4]Sotiris Nousias, Manolis I. A. Lourakis, Pearse A. Keane
, Sébastien Ourselin, Christos Bergeles
:
A Linear Approach to Absolute Pose Estimation for Light Fields. 3DV 2020: 672-681
2010 – 2019
- 2019
- [c3]Adrian Gh. Podoleanu, Ramona Cernat, Adrian Bradu, Manuel Marques, Niels Møller Israelsen
, Ole Bang
, Sylvain Rivet, Pearse A. Keane, David Garway-Heath, Ranjan Rajendram:
Gabor Fusion Master Slave Optical Coherence Tomography. ICTON 2019: 1 - [c2]Abdullah Alfahaid
, Tim Morris
, Tim Cootes, Pearse A. Keane
, Hagar Khalid, Nikolas Pontikos, Panagiotis I. Sergouniotis, Konstantinos Balaskas:
A Hybrid Machine Learning Approach Using LBP Descriptor and PCA for Age-Related Macular Degeneration Classification in OCTA Images. MIUA 2019: 231-241 - 2018
- [j1]Pearse A. Keane
, Eric J. Topol:
With an eye to AI and autonomous diagnosis. npj Digit. Medicine 1 (2018) - [i4]Joanne C. Wen, Cecilia S. Lee, Pearse A. Keane, Sa Xiao, Yue Wu, Ariel Rokem, Philip P. Chen, Aaron Y. Lee:
Forecasting Future Humphrey Visual Fields Using Deep Learning. CoRR abs/1804.04543 (2018) - [i3]Avinash V. Varadarajan, Pinal Bavishi, Paisan Raumviboonsuk, Peranut Chotcomwongse, Subhashini Venugopalan, Arunachalam Narayanaswamy, Jorge Cuadros, Kuniyoshi Kanai, George Bresnick, Mongkol Tadarati, Sukhum Silpa-Archa, Jirawut Limwattanayingyong, Variya Nganthavee, Joe Ledsam, Pearse A. Keane, Gregory S. Corrado, Lily Peng, Dale R. Webster:
Predicting optical coherence tomography-derived diabetic macular edema grades from fundus photographs using deep learning. CoRR abs/1810.10342 (2018) - 2017
- [c1]Sotiris Nousias, François Chadebecq, Jonas Pichat, Pearse A. Keane
, Sébastien Ourselin
, Christos Bergeles:
Corner-Based Geometric Calibration of Multi-focus Plenoptic Cameras. ICCV 2017: 957-965 - [i2]Avinash V. Varadarajan, Ryan Poplin, Katy Blumer, Christof Angermüller, Joe Ledsam, Reena Chopra, Pearse A. Keane, Greg Corrado, Lily Peng, Dale R. Webster:
Deep learning for predicting refractive error from retinal fundus images. CoRR abs/1712.07798 (2017) - 2016
- [i1]Jeffrey De Fauw, Pearse A. Keane
, Nenad Tomasev
, Daniel Visentin, George van den Driessche, Mike Johnson, Cían Hughes
, Carlton Chu, Joseph R. Ledsam, Trevor Back, Tunde Peto, Geraint Rees
, Hugh Montgomery
, Rosalind Raine
, Olaf Ronneberger, Julien Cornebise:
Automated analysis of retinal imaging using machine learning techniques for computer vision. F1000Research 5: 1573 (2016)
Coauthor Index
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last updated on 2024-08-05 21:11 CEST by the dblp team
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