Thomas J. MacGillivray
Orcid: 0000-0001-5120-0086
According to our database1,
Thomas J. MacGillivray
authored at least 36 papers
between 2006 and 2024.
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Bibliography
2024
OCTolyzer: Fully automatic analysis toolkit for segmentation and feature extracting in optical coherence tomography (OCT) and scanning laser ophthalmoscopy (SLO) data.
CoRR, 2024
SLOctolyzer: Fully automatic analysis toolkit for segmentation and feature extracting in scanning laser ophthalmoscopy images.
CoRR, 2024
Domain-specific augmentations with resolution agnostic self-attention mechanism improves choroid segmentation in optical coherence tomography images.
CoRR, 2024
2023
Choroidalyzer: An open-source, end-to-end pipeline for choroidal analysis in optical coherence tomography.
CoRR, 2023
A method for quantifying sectoral optic disc pallor in fundus photographs and its association with peripapillary RNFL thickness.
CoRR, 2023
Efficient and fully-automatic retinal choroid segmentation in OCT through DL-based distillation of a hand-crafted pipeline.
CoRR, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023
Associations Between Retinal Microvasculature Changes and Gray Matter Volume in a Mid-Life Cohort at Risk of Developing Alzheimer's Disease.
Proceedings of the Ophthalmic Medical Image Analysis - 10th International Workshop, 2023
2022
Retinal vascular measures from diabetes retinal screening photographs and risk of incident dementia in type 2 diabetes: A GoDARTS study.
Frontiers Digit. Health, 2022
Rethinking Retinal Image Quality: Treating Quality Threshold as a Tunable Hyperparameter.
Proceedings of the Ophthalmic Medical Image Analysis - 9th International Workshop, 2022
Analysing Optical Coherence Tomography Angiography of Mid-Life Persons at Risk of Developing Alzheimer's Disease Later in Life.
Proceedings of the Ophthalmic Medical Image Analysis - 9th International Workshop, 2022
2021
A review of machine learning methods for retinal blood vessel segmentation and artery/vein classification.
Medical Image Anal., 2021
DiCyc: GAN-based deformation invariant cross-domain information fusion for medical image synthesis.
Inf. Fusion, 2021
On the quantitative effects of compression of retinal fundus images on morphometric vascular measurements in VAMPIRE.
Comput. Methods Programs Biomed., 2021
Reproducibility of Retinal Vascular Phenotypes Obtained with Optical Coherence Tomography Angiography: Importance of Vessel Segmentation.
Proceedings of the Medical Image Understanding and Analysis - 25th Annual Conference, 2021
2020
Retinal Biomarkers Discovery for Cerebral Small Vessel Disease in an Older Population.
Proceedings of the Medical Image Understanding and Analysis - 24th Annual Conference, 2020
A Framework for the Discovery of Retinal Biomarkers in Optical Coherence Tomography Angiography (OCTA).
Proceedings of the Ophthalmic Medical Image Analysis - 7th International Workshop, 2020
2019
Using orthogonal locality preserving projections to find dominant features for classifying retinal blood vessels.
Multim. Tools Appl., 2019
Automated and Network Structure Preserving Segmentation of Optical Coherence Tomography Angiograms.
CoRR, 2019
Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge.
CoRR, 2019
Proceedings of the Machine Learning for Medical Image Reconstruction, 2019
2018
A Graph Cut Approach to Artery/Vein Classification in Ultra-Widefield Scanning Laser Ophthalmoscopy.
IEEE Trans. Medical Imaging, 2018
CoRR, 2018
Machine learning of neuroimaging to diagnose cognitive impairment and dementia: a systematic review and comparative analysis.
CoRR, 2018
Unsupervised Learning for Cross-Domain Medical Image Synthesis Using Deformation Invariant Cycle Consistency Networks.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2018
A Two-Stage U-Net Model for 3D Multi-class Segmentation on Full-Resolution Cardiac Data.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018
Towards Standardization of Retinal Vascular Measurements: On the Effect of Image Centering.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018
2017
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017
2015
Automatic multi-parametric MR registration method using mutual information based on adaptive asymmetric k-means binning.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
2014
Automatic retinal vessel classification using a Least Square-Support Vector Machine in VAMPIRE.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Investigating post-processing of scanning laser ophthalmoscope images for unsupervised retinal blood vessel detection.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2006
A reliability study of fractal analysis of the skeletonised vascular network using the "box-counting" technique.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006