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Journal Articles
- 2022
[j2]Justin Engelmann
, Alice D. McTrusty, Ian J. C. MacCormick, Emma Pead, Amos J. Storkey, Miguel O. Bernabeu:
Detecting multiple retinal diseases in ultra-widefield fundus imaging and data-driven identification of informative regions with deep learning. Nat. Mac. Intell. 4(12): 1143-1154 (2022)- [j1]Yanda Meng, Hongrun Zhang, Yitian Zhao, Xiaoyun Yang, Yihong Qiao, Ian J. C. MacCormick, Xiaowei Huang, Yalin Zheng:
Graph-Based Region and Boundary Aggregation for Biomedical Image Segmentation. IEEE Trans. Medical Imaging 41(3): 690-701 (2022)
Conference and Workshop Papers
- 2018
- [c4]Vinayak Joshi, Jeffrey Wigdahl, Sheila C. Nemeth, Chatonda Manda, Susan Lewallen, Terrie Taylor, Ian J. C. MacCormick, Simon Harding, Peter Soliz:
Automated Detection of Malarial Retinopathy in Retinal Fundus Images obtained in Clinical Settings. EMBC 2018: 5950-5953 - 2016
- [c3]Vinayak Joshi, Carla Agurto, E. Simon Barriga, Sheila C. Nemeth, Peter Soliz, Ian J. C. MacCormick, Terrie Taylor, Susan Lewallen, Simon Harding:
Automated detection of retinal whitening in malarial retinopathy. Medical Imaging: Computer-Aided Diagnosis 2016: 97852G - [c2]Carla Agurto, Sheila C. Nemeth, E. Simon Barriga, Peter Soliz, Ian J. C. MacCormick, Terrie Taylor, Simon Harding, Susan Lewallen, Vinayak Joshi:
Vessel discoloration detection in malarial retinopathy. Medical Imaging: Computer-Aided Diagnosis 2016: 978519 - 2006
- [c1]Hind Azegrouz, Emanuele Trucco, Baljean Dhillon, Thomas J. MacGillivray, Ian J. C. MacCormick:
Thickness dependent tortuosity estimation for retinal blood vessels. EMBC 2006: 4675-4678
Informal and Other Publications
- 2024
- [i6]Jamie Burke, Justin Engelmann, Charlene Hamid, Diana Moukaddem, Dan Pugh, Neeraj Dhaun, Amos J. Storkey, Niall C. Strang, Stuart King, Tom J. MacGillivray, Miguel O. Bernabeu, Ian J. C. MacCormick:
Domain-specific augmentations with resolution agnostic self-attention mechanism improves choroid segmentation in optical coherence tomography images. CoRR abs/2405.14453 (2024) - [i5]Jamie Burke, Samuel Gibbon, Justin Engelmann, Adam Threlfall, Ylenia Giarratano, Charlene Hamid, Stuart King, Ian J. C. MacCormick, Thomas J. MacGillivray:
SLOctolyzer: Fully automatic analysis toolkit for segmentation and feature extracting in scanning laser ophthalmoscopy images. CoRR abs/2406.16466 (2024) - 2023
- [i4]Jamie Burke, Justin Engelmann, Charlene Hamid, Megan Reid-Schachter, Tom Pearson, Dan Pugh, Neeraj Dhaun, Stuart King, Tom J. MacGillivray, Miguel O. Bernabeu, Amos J. Storkey, Ian J. C. MacCormick:
Efficient and fully-automatic retinal choroid segmentation in OCT through DL-based distillation of a hand-crafted pipeline. CoRR abs/2307.00904 (2023) - [i3]Samuel Gibbon, Graciela Muniz-Terrera, Fabian S. L. Yii, Charlene Hamid, Simon Cox, Ian J. C. MacCormick, Andrew J. Tatham, Craig Ritchie, Emanuele Trucco, Baljean Dhillon, Thomas J. MacGillivray:
A method for quantifying sectoral optic disc pallor in fundus photographs and its association with peripapillary RNFL thickness. CoRR abs/2311.07213 (2023) - [i2]Justin Engelmann, Jamie Burke, Charlene Hamid, Megan Reid-Schachter, Dan Pugh, Neeraj Dhaun, Diana Moukaddem, Lyle Gray, Niall C. Strang, Paul McGraw, Amos J. Storkey, Paul J. Steptoe, Stuart King, Tom J. MacGillivray, Miguel O. Bernabeu, Ian J. C. MacCormick:
Choroidalyzer: An open-source, end-to-end pipeline for choroidal analysis in optical coherence tomography. CoRR abs/2312.02956 (2023) - 2022
- [i1]Justin Engelmann, Alice D. McTrusty, Ian J. C. MacCormick, Emma Pead, Amos J. Storkey, Miguel O. Bernabeu:
Detection of multiple retinal diseases in ultra-widefield fundus images using deep learning: data-driven identification of relevant regions. CoRR abs/2203.06113 (2022)
Coauthor Index
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