Ian J. C. MacCormick

13 papers Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
Domain-specific augmentations with resolution agnostic self-attention mechanism improves choroid segmentation in optical coherence tomography images.
CoRR
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
2024 J jnl
OCTolyzer: Fully automatic analysis toolkit for segmentation and feature extracting in optical coherence tomography (OCT) and scanning laser ophthalmoscopy (SLO) data.
CoRR
Jamie Burke, Justin Engelmann, Samuel Gibbon, Charlene Hamid, Diana Moukaddem, Dan Pugh, Tariq E. Farrah, Niall C. Strang, Neeraj Dhaun, Thomas J. MacGillivray, Stuart King, Ian J. C. MacCormick
2024 J jnl
SLOctolyzer: Fully automatic analysis toolkit for segmentation and feature extracting in scanning laser ophthalmoscopy images.
CoRR
Jamie Burke, Samuel Gibbon, Justin Engelmann, Adam Threlfall, Ylenia Giarratano, Charlene Hamid, Stuart King, Ian J. C. MacCormick, Thomas J. MacGillivray
2023 J jnl
A method for quantifying sectoral optic disc pallor in fundus photographs and its association with peripapillary RNFL thickness.
CoRR
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
2023 J jnl
Choroidalyzer: An open-source, end-to-end pipeline for choroidal analysis in optical coherence tomography.
CoRR
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
2023 J jnl
Efficient and fully-automatic retinal choroid segmentation in OCT through DL-based distillation of a hand-crafted pipeline.
CoRR
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
2022 J jnl
Detecting multiple retinal diseases in ultra-widefield fundus imaging and data-driven identification of informative regions with deep learning.
Nat. Mac. Intell.
Justin Engelmann, Alice D. McTrusty, Ian J. C. MacCormick, Emma Pead, Amos J. Storkey, Miguel O. Bernabeu
2022 J jnl
Detection of multiple retinal diseases in ultra-widefield fundus images using deep learning: data-driven identification of relevant regions.
CoRR
Justin Engelmann, Alice D. McTrusty, Ian J. C. MacCormick, Emma Pead, Amos J. Storkey, Miguel O. Bernabeu
2022 J jnl
Graph-Based Region and Boundary Aggregation for Biomedical Image Segmentation.
IEEE Trans. Medical Imaging
Yanda Meng, Hongrun Zhang, Yitian Zhao, Xiaoyun Yang, Yihong Qiao, Ian J. C. MacCormick, Xiaowei Huang, Yalin Zheng
2018 — conf
Automated Detection of Malarial Retinopathy in Retinal Fundus Images obtained in Clinical Settings.
EMBC
Vinayak Joshi, Jeffrey Wigdahl, Sheila C. Nemeth, Chatonda Manda, Susan Lewallen, Terrie Taylor, Ian J. C. MacCormick, Simon Harding, Peter Soliz
2016 — conf
Automated detection of retinal whitening in malarial retinopathy.
Computer-Aided Diagnosis
Vinayak Joshi, Carla Agurto, E. Simon Barriga, Sheila C. Nemeth, Peter Soliz, Ian J. C. MacCormick, Terrie Taylor, Susan Lewallen, Simon Harding
2016 — conf
Vessel discoloration detection in malarial retinopathy.
Computer-Aided Diagnosis
Carla Agurto, Sheila C. Nemeth, E. Simon Barriga, Peter Soliz, Ian J. C. MacCormick, Terrie Taylor, Simon Harding, Susan Lewallen, Vinayak Joshi
2006 — conf
Thickness dependent tortuosity estimation for retinal blood vessels.
EMBC
Hind Azegrouz, Emanuele Trucco, Baljean Dhillon, Thomas J. MacGillivray, Ian J. C. MacCormick