Tom J. MacGillivray

28 papers B 1Journal 14Unranked 9

Year	Rank	Type	Title / 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
2023	J	`jnl`	A publicly available vessel segmentation algorithm for SLO images. CoRR Adam Threlfall, Samuel Gibbon, James Cameron, Tom 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	—	`ed.`	Ophthalmic Medical Image Analysis - 9th International Workshop, OMIA 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings OMIA@MICCAI Bhavna Josephine Antony, Huazhu Fu, Cecilia S. Lee, Tom J. MacGillivray, Yanwu Xu, Yalin Zheng
2022	J	`jnl`	Retinal vascular measures from diabetes retinal screening photographs and risk of incident dementia in type 2 diabetes: A GoDARTS study. Frontiers Digit. Health Alexander S. F. Doney, Aditya Nar, Yu Huang, Emanuele Trucco, Tom J. MacGillivray, Peter Connelly, Graham P. Leese, Gareth J. McKay
2021	J	`jnl`	A review of machine learning methods for retinal blood vessel segmentation and artery/vein classification. Medical Image Anal. Muthu Rama Krishnan Mookiah, Stephen Hogg, Tom J. MacGillivray, Vijayaraghavan Prathiba, Rajendra Pradeepa, Viswanathan Mohan, Ranjit Mohan Anjana, Alexander S. Doney, Colin N. A. Palmer, Emanuele Trucco
2021	J	`jnl`	DiCyc: GAN-based deformation invariant cross-domain information fusion for medical image synthesis. Inf. Fusion Chengjia Wang, Guang Yang, Giorgos Papanastasiou, Sotirios A. Tsaftaris, David E. Newby, Calum D. Gray, Gillian Macnaught, Tom J. MacGillivray
2021	—	`ed.`	Ophthalmic Medical Image Analysis - 8th International Workshop, OMIA 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings OMIA@MICCAI Huazhu Fu, Mona Kathryn Garvin, Tom J. MacGillivray, Yanwu Xu, Yalin Zheng
2021	—	`conf`	Reproducibility of Retinal Vascular Phenotypes Obtained with Optical Coherence Tomography Angiography: Importance of Vessel Segmentation. MIUA Darwon Rashid, Sophie Cai, Ylenia Giarratano, Calum D. Gray, Charlene Hamid, Dilraj S. Grewal, Tom J. MacGillivray, Sharon Fekrat, Cason B. Robbins, Srinath Soundararajan, Justin P. Ma, Miguel O. Bernabeu
2020	—	`ed.`	Ophthalmic Medical Image Analysis - 7th International Workshop, OMIA 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 8, 2020, Proceedings OMIA@MICCAI Huazhu Fu, Mona Kathryn Garvin, Tom J. MacGillivray, Yanwu Xu, Yalin Zheng
2020	—	`conf`	Retinal Biomarkers Discovery for Cerebral Small Vessel Disease in an Older Population. MIUA Lucia Ballerini, Ahmed E. Fetit, Stephan Wunderlich, Ruggiero Lovreglio, Sarah McGrory, Maria del Carmen Valdés Hernández, Tom J. MacGillivray, Fergus Doubal, Ian J. Deary, Joanna M. Wardlaw, Emanuele Trucco
2019	J	`jnl`	Automated and Network Structure Preserving Segmentation of Optical Coherence Tomography Angiograms. CoRR Ylenia Giarratano, Eleonora Bianchi, Calum D. Gray, Andrew Morris, Tom J. MacGillivray, Baljean Dhillon, Miguel O. Bernabeu
2019	J	`jnl`	Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge. CoRR Xiahai Zhuang, Lei Li, Christian Payer, Darko Stern, Martin Urschler, Mattias P. Heinrich, Julien Oster, Chunliang Wang, Örjan Smedby, Cheng Bian, Xin Yang, Pheng-Ann Heng, Aliasghar Mortazi, Ulas Bagci, Guanyu Yang, Chenchen Sun, Gaetan Galisot, Jean-Yves Ramel, Thierry Brouard, Qianqian Tong, Weixin Si, Xiangyun Liao, Guodong Zeng, Zenglin Shi, Guoyan Zheng, Chengjia Wang, Tom J. MacGillivray, David E. Newby, Kawal S. Rhode, Sébastien Ourselin, Raad Mohiaddin, Jennifer Keegan, David N. Firmin, Guang Yang
2019	—	`ed.`	Ophthalmic Medical Image Analysis - 6th International Workshop, OMIA 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, Proceedings OMIA@MICCAI Huazhu Fu, Mona Kathryn Garvin, Tom J. MacGillivray, Yanwu Xu, Yalin Zheng
2019	—	`conf`	TPSDicyc: Improved Deformation Invariant Cross-domain Medical Image Synthesis. MLMIR@MICCAI Chengjia Wang, Giorgos Papanastasiou, Sotirios A. Tsaftaris, Guang Yang, Calum D. Gray, David E. Newby, Gillian Macnaught, Tom J. MacGillivray
2019	J	`jnl`	Using orthogonal locality preserving projections to find dominant features for classifying retinal blood vessels. Multim. Tools Appl. Devanjali Relan, Lucia Ballerini, Emanuele Trucco, Tom J. MacGillivray
2018	J	`jnl`	A Graph Cut Approach to Artery/Vein Classification in Ultra-Widefield Scanning Laser Ophthalmoscopy. IEEE Trans. Medical Imaging Enrico Pellegrini, Gavin Robertson, Tom J. MacGillivray, Jano I. van Hemert, Graeme Houston, Emanuele Trucco
2018	—	`conf`	A Two-Stage U-Net Model for 3D Multi-class Segmentation on Full-Resolution Cardiac Data. STACOM@MICCAI Chengjia Wang, Tom J. MacGillivray, Gillian Macnaught, Guang Yang, David E. Newby
2018	J	`jnl`	A two-stage 3D Unet framework for multi-class segmentation on full resolution image. CoRR Chengjia Wang, Tom J. MacGillivray, Gillian Macnaught, Guang Yang, David E. Newby
2018	J	`jnl`	Machine learning of neuroimaging to diagnose cognitive impairment and dementia: a systematic review and comparative analysis. CoRR Enrico Pellegrini, Lucia Ballerini, Maria del C. Valdés Hernández, Francesca M. Chappell, Víctor González-Castro, Devasuda Anblagan, Samuel Danso, Susana Muñoz Maniega, Dominic Job, Cyril R. Pernet, Grant Mair, Tom J. MacGillivray, Emanuele Trucco, Joanna M. Wardlaw
2018	—	`conf`	Unsupervised Learning for Cross-Domain Medical Image Synthesis Using Deformation Invariant Cycle Consistency Networks. SASHIMI@MICCAI Chengjia Wang, Gillian Macnaught, Giorgos Papanastasiou, Tom J. MacGillivray, David E. Newby
2018	J	`jnl`	Unsupervised learning for cross-domain medical image synthesis using deformation invariant cycle consistency networks. CoRR Chengjia Wang, Gillian Macnaught, Giorgos Papanastasiou, Tom J. MacGillivray, David E. Newby
2015	—	`conf`	Automatic multi-parametric MR registration method using mutual information based on adaptive asymmetric k-means binning. ISBI Chengjia Wang, Keith A. Goatman, Tom J. MacGillivray, Erin Beveridge, Yolanda G. Sourgia Koutraki, James P. Boardman, Colin Stirrat, Sarah A. Sparrow, Emma Moore, Rozi Paraky, Shirjel Alam, Marc R. Dweck, Calvin Chin, Calum D. Gray, David E. Newby, Scott Semple
2014	—	`conf`	Automatic retinal vessel classification using a Least Square-Support Vector Machine in VAMPIRE. EMBC Devanjali Relan, Tom J. MacGillivray, Lucia Ballerini, Emanuele Trucco
2013	B	`conf`	Investigating post-processing of scanning laser ophthalmoscope images for unsupervised retinal blood vessel detection. CBMS Gavin Robertson, Enrico Pellegrini, Calum D. Gray, Emanuele Trucco, Tom J. MacGillivray
2013	—	`conf`	Retinal vessel classification: Sorting arteries and veins. EMBC Devanjali Relan, Tom J. MacGillivray, Lucia Ballerini, Emanuele Trucco
2011	—	`conf`	VAMPIRE: Vessel assessment and measurement platform for images of the REtina. EMBC Adria Perez-Rovira, Tom J. MacGillivray, Emanuele Trucco, K. S. Chin, K. Zutis, Carmen Alina Lupascu, Domenico Tegolo, Andrea Giachetti, Peter J. Wilson, Alexander S. Doney, Baljean Dhillon