Thomas J. MacGillivray

According to our database1, Thomas J. MacGillivray authored at least 33 papers between 2006 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Online presence:

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Bibliography

2023
Choroidalyzer: An open-source, end-to-end pipeline for choroidal analysis in optical coherence tomography.
CoRR, 2023

A publicly available vessel segmentation algorithm for SLO images.
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

Data Efficiency of Segment Anything Model for Optic Disc and Cup Segmentation.
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

TPSDicyc: Improved Deformation Invariant Cross-domain Medical Image Synthesis.
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

A two-stage 3D Unet framework for multi-class segmentation on full resolution image.
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
Retinal Biomarker Discovery for Dementia in an Elderly Diabetic Population.
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
Retinal vessel classification: Sorting arteries and veins.
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
VAMPIRE: Vessel assessment and measurement platform for images of the REtina.
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

Thickness dependent tortuosity estimation for retinal blood vessels.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006


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