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
2020

Retinal Biomarkers Discovery for Cerebral Small Vessel Disease in an Older Population

Ballerini, L., Fetit, A. E., Wunderlich, S., Lovreglio, R., McGrory, S., Valdes-Hernandez, M., MacGillivray, T., Doubal, F. N., Deary, I. J., Wardlaw, J. & Trucco, E., 2020, Medical Image Understanding and Analysis - 24th Annual Conference, MIUA 2020, Proceedings: Medical Image Understanding and Analysis . Papiez, B. W., Namburete, A. I. L., Yaqub, M. & Noble, J. A. (eds.). Switzerland: Springer , p. 400-409 10 p. (Communications in Computer and Information Science; vol. 1248).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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
File
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
File
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
File
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
File
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
File
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
File
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
File
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
File
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
File
5 Citations (Scopus)
145 Downloads (Pure)

Extended multi-resolution local patterns - A discriminative feature learning approach for colonoscopy image classification

Manivannan, S. & Trucco, M., 2017, CARE 2016: Computer-Assisted and Robotic Endoscopy. Yang, G-Z., Navab, N., McLeod, J., Peters, T., Mori, K., Luo, X. & Reichl, T. (eds.). Switzerland: Springer , Vol. 10170. p. 48-58 11 p. (Lecture Notes in Computer Science; vol. 10170).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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
File
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
File
11 Citations (Scopus)
154 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
File
8 Citations (Scopus)
340 Downloads (Pure)

The application of retinal fundus camera imaging in dementia: A systematic review

McGrory, S., Cameron, J. R., Pellegrini, E., Warren, C., Doubal, F. N., Deary, I. J., Dhillon, B., Wardlaw, J. M., Trucco, E. & MacGillivray, T. J., 2017, In : Alzheimer's and Dementia: Diagnosis, Assessment and Disease Monitoring. 6, p. 91-107 17 p.

Research output: Contribution to journalReview article

Open Access
File
37 Citations (Scopus)
186 Downloads (Pure)
2016

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., 17 Oct 2016, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Springer Verlag, Vol. 9901 LNCS. p. 308-316 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9901 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
3 Citations (Scopus)
114 Downloads (Pure)
2015

Learning discriminative local features from image-level labelled data for colonoscopy image classification

Manivannan, S. & Trucco, E., 2015, Proceedings - International Symposium on Biomedical Imaging. IEEE Computer Society, Vol. 2015-July. p. 420-423 4 p. 7163901

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)