Tom J. MacGillivray

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 19

Top Topics

Optical Coherence Tomography

Vessel Segmentation

Cognitive Impairment

Grand Challenge

Top Venues

Publications

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 (2024)
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 (2023)
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 (2023)
Adam Threlfall, Samuel Gibbon, James Cameron, Tom J. MacGillivray
A publicly available vessel segmentation algorithm for SLO images. CoRR (2023)
Alexander S. F. Doney, Aditya Nar, Yu Huang, Emanuele Trucco, Tom J. MacGillivray, Peter Connelly, Graham P. Leese, Gareth J. McKay
Retinal vascular measures from diabetes retinal screening photographs and risk of incident dementia in type 2 diabetes: A GoDARTS study. Frontiers Digit. Health 4 (2022)
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
Reproducibility of Retinal Vascular Phenotypes Obtained with Optical Coherence Tomography Angiography: Importance of Vessel Segmentation. MIUA (2021)
Chengjia Wang, Guang Yang, Giorgos Papanastasiou, Sotirios A. Tsaftaris, David E. Newby, Calum D. Gray, Gillian Macnaught, Tom J. MacGillivray
DiCyc: GAN-based deformation invariant cross-domain information fusion for medical image synthesis. Inf. Fusion 67 (2021)
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
A review of machine learning methods for retinal blood vessel segmentation and artery/vein classification. Medical Image Anal. 68 (2021)
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
Retinal Biomarkers Discovery for Cerebral Small Vessel Disease in an Older Population. MIUA (2020)
Chengjia Wang, Giorgos Papanastasiou, Sotirios A. Tsaftaris, Guang Yang, Calum D. Gray, David E. Newby, Gillian Macnaught, Tom J. MacGillivray
TPSDicyc: Improved Deformation Invariant Cross-domain Medical Image Synthesis. MLMIR@MICCAI (2019)
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
Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge. CoRR (2019)
Ylenia Giarratano, Eleonora Bianchi, Calum D. Gray, Andrew Morris, Tom J. MacGillivray, Baljean Dhillon, Miguel O. Bernabeu
Automated and Network Structure Preserving Segmentation of Optical Coherence Tomography Angiograms. CoRR (2019)
Devanjali Relan, Lucia Ballerini, Emanuele Trucco, Tom J. MacGillivray
Using orthogonal locality preserving projections to find dominant features for classifying retinal blood vessels. Multim. Tools Appl. 78 (10) (2019)
Chengjia Wang, Gillian Macnaught, Giorgos Papanastasiou, Tom J. MacGillivray, David E. Newby
Unsupervised learning for cross-domain medical image synthesis using deformation invariant cycle consistency networks. CoRR (2018)
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
Machine learning of neuroimaging to diagnose cognitive impairment and dementia: a systematic review and comparative analysis. CoRR (2018)
Enrico Pellegrini, Gavin Robertson, Tom J. MacGillivray, Jano I. van Hemert, Graeme Houston, Emanuele Trucco
A Graph Cut Approach to Artery/Vein Classification in Ultra-Widefield Scanning Laser Ophthalmoscopy. IEEE Trans. Medical Imaging 37 (2) (2018)
Chengjia Wang, Tom J. MacGillivray, Gillian Macnaught, Guang Yang, David E. Newby
A two-stage 3D Unet framework for multi-class segmentation on full resolution image. CoRR (2018)
Chengjia Wang, Gillian Macnaught, Giorgos Papanastasiou, Tom J. MacGillivray, David E. Newby
Unsupervised Learning for Cross-Domain Medical Image Synthesis Using Deformation Invariant Cycle Consistency Networks. SASHIMI@MICCAI (2018)
Chengjia Wang, Tom J. MacGillivray, Gillian Macnaught, Guang Yang, David E. Newby
A Two-Stage U-Net Model for 3D Multi-class Segmentation on Full-Resolution Cardiac Data. STACOM@MICCAI (2018)
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
Automatic multi-parametric MR registration method using mutual information based on adaptive asymmetric k-means binning. ISBI (2015)
Devanjali Relan, Tom J. MacGillivray, Lucia Ballerini, Emanuele Trucco
Automatic retinal vessel classification using a Least Square-Support Vector Machine in VAMPIRE. EMBC (2014)
Devanjali Relan, Tom J. MacGillivray, Lucia Ballerini, Emanuele Trucco
Retinal vessel classification: Sorting arteries and veins. EMBC (2013)
Gavin Robertson, Enrico Pellegrini, Calum D. Gray, Emanuele Trucco, Tom J. MacGillivray
Investigating post-processing of scanning laser ophthalmoscope images for unsupervised retinal blood vessel detection. CBMS (2013)
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
VAMPIRE: Vessel assessment and measurement platform for images of the REtina. EMBC (2011)