Multi-modal Retinal Biomarkers for Vascular Dementia; Developing and Enabling Image Analysis Tools (Joint with University of Edinburgh)

Research Output

  • 13 Article
  • 4 Conference contribution
  • 1 Review article
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2020

Retinal Vessel Analysis as a Novel Screening Tool to Identify Childhood Acute Lymphoblastic Leukemia Survivors at Risk of Cardiovascular Disease

Azanan, M. S., Chandrasekaran, S., Rosli, E. S., Chua, L. L., Oh, L., Chin, T. F., Yap, T. Y., Rajagopal, R., Rajasuriar, R., MacGillivray, T., Trucco, E., Ramli, N., Kamalden, T. A. & Ariffin, H., 28 Feb 2020, In : Journal of Pediatric Hematology/Oncology.

Research output: Contribution to journalArticle

2019

A multimodal approach to cardiovascular risk stratification in patients with type 2 diabetes incorporating retinal, genomic and clinical features

Fetit, A., Doney, A., Hogg, S., Wang, R., MacGillivray, T., Wardlaw, J. M., Doubal, F. N., McKay, G. J., McKenna, S. & Trucco, E., 5 Mar 2019, In : Scientific Reports. 9, 1, p. 1-10 10 p., 3591.

Research output: Contribution to journalArticle

Open Access
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2 Citations (Scopus)
114 Downloads (Pure)

Novel Genetic Locus Influencing Retinal Venular Tortuosity Is Also Associated With Risk of Coronary Artery Disease

Veluchamy, A., Ballerini, L., Vitart, V., Schraut, K. E., Kirin, M., Campbell, H., Joshi, P. K., Relan, D., Harris, S., Vaidya, S. S. ., Dhillon, B., Zhou, K., Pearson, E., Hayward, C., Polašek, O., Deary, I. J., MacGillivray, T. J., Wilson, J. F., Trucco, M., Palmer, C. & 1 others, Doney, A., Dec 2019, In : Arteriosclerosis, Thrombosis, and Vascular Biology. 39, 12, p. 2542-2552 11 p.

Research output: Contribution to journalArticle

Open Access
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103 Downloads (Pure)

Retinal microvasculature and cerebral small vessel disease in the Lothian Birth Cohort 1936 and Mild Stroke Study

McGrory, S., Ballerini, L., Doubal, F. N., Staals, J., Allerhand, M., Valdes-Hernandez, M. D. C., Wang, X., MacGillivray, T., Doney, A. S. F., Dhillon, B., Starr, J. M., Bastin, M. E., Trucco, E., Deary, I. J. & Wardlaw, J. M., 19 Apr 2019, In : Scientific Reports. 9, 1, p. 1-11 11 p., 6320.

Research output: Contribution to journalArticle

Open Access
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7 Citations (Scopus)
101 Downloads (Pure)
2018

A Graph Cut Approach to Artery/Vein Classification in Ultra-Widefield Scanning Laser Ophthalmoscopy

Pellegrini, E., Robertson, G., MacGillivray, T., van Hemert, J., Houston, J. & Trucco, E., Feb 2018, In : IEEE Transactions on Medical Imaging. 37, 2, p. 516-526 11 p., 8067510.

Research output: Contribution to journalArticle

Open Access
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6 Citations (Scopus)
288 Downloads (Pure)

Machine learning of neuroimaging for assisted diagnosis of cognitive impairment and dementia: A systematic review

Pellegrini, E., Ballerini, L., Hernandez, M. D. C. V., Chappell, F. M., González-Castro, V., Anblagan, D., Danso, S., Maniega, S. M., Job, D. E., Pernet, C., Mair, G., MacGillivray, T., Trucco, E. & Wardlaw, J. M., 2018, In : Alzheimer's and Dementia: Diagnosis, Assessment and Disease Monitoring. 10, p. 519-535 17 p.

Research output: Contribution to journalArticle

Open Access
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32 Citations (Scopus)
158 Downloads (Pure)

Perivascular Spaces Segmentation in Brain MRI Using Optimal 3D Filtering

Ballerini, L., Lovreglio, R., Valdés Hernández, M. D. C., Ramirez, J., MacIntosh, B. J., Black, S. E. & Wardlaw, J. M., 2018, In : Scientific Reports. 8, 1, p. 1-11 11 p., 2132.

Research output: Contribution to journalArticle

Open Access
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22 Citations (Scopus)
117 Downloads (Pure)

Structure Prediction for Gland Segmentation with Hand-Crafted and Deep Convolutional Features

Manivannan, S., Li, W., Zhang, J., Trucco, E. & McKenna, S., Jan 2018, In : IEEE Transactions on Medical Imaging. 37, 1, p. 210-221 12 p.

Research output: Contribution to journalArticle

Open Access
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13 Citations (Scopus)
293 Downloads (Pure)

Towards Standardization of Quantitative Retinal Vascular Parameters: Comparison of SIVA and VAMPIRE Measurements in the Lothian Birth Cohort 1936

McGrory, S., Taylor, A. M., Pellegrini, E., Ballerini, L., Kirin, M., Doubal, F. N., Wardlaw, J. M., Doney, A. S. F., Dhillon, B., Starr, J. M., Trucco, E., Deary, I. J. & MacGillivray, T. J., Mar 2018, In : Translational Vision Science and Technology. 7, 2, p. 1-17 17 p., 12.

Research output: Contribution to journalArticle

Open Access
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13 Citations (Scopus)
178 Downloads (Pure)
2017

Evaluation of coronary artery disease as a risk factor for reticular pseudodrusen

McCarter, R. V., McKay, G. J., Quinn, N. B., Chakravarthy, U., MacGillivray, T. J., Robertson, G., Pellegrini, E., Trucco, E., Williams, M. C., Peto, T., Dhillon, B., van Beek, E. J. R., Newby, D. E., Kee, F., Young, I. S. & Hogg, R. E., 19 Aug 2017, In : British Journal of Ophthalmology. 102, 4, p. 483-489 7 p.

Research output: Contribution to journalArticle

Open Access
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5 Citations (Scopus)
145 Downloads (Pure)

Lateral thinking: interocular symmetry in neurovascular patterning, in health and disease

Cameron, J. R., Megaw, R. D., Tatham, A. J., McGrory, S., MacGillivray, T. J., Doubal, F. N., Wardlaw, J. M., Trucco, E., Chandran, S. & Dhillon, B., Jul 2017, In : Progress in Retinal and Eye Research . 59, p. 131-157 27 p.

Research output: Contribution to journalArticle

Open Access
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11 Citations (Scopus)
364 Downloads (Pure)

Retinal microvascular network geometry and cognitive abilities in community-dwelling older people: The Lothian Birth Cohort 1936 study

McGrory, S., Taylor, A. M., Kirin, M., Corley, J., Pattie, A., Cox, S. R., Dhillon, B., Wardlaw, J. M., Doubal, F. N., Starr, J. M., Trucco, E., MacGillivray, T. J. & Deary, I. J., 1 Jul 2017, In : British Journal of Ophthalmology. 101, 7, p. 993-998 7 p.

Research output: Contribution to journalArticle

Open Access
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11 Citations (Scopus)
153 Downloads (Pure)

Sub-Category Classifiers for Multiple-Instance Learning and its Application to Retinal Nerve Fiber Layer Visibility Classification

Manivannan, S., Cobb, C., Burgess, S. & Trucco, E., May 2017, In : IEEE Transactions on Medical Imaging. 36, 5, p. 1140-1150 11 p.

Research output: Contribution to journalArticle

Open Access
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8 Citations (Scopus)
339 Downloads (Pure)