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Tom H. Margrain

Cardiff University · GB
Area of research
Epidemiology · Ophthalmology
Research interest
Research focused on Optical coherence tomography and Macular degeneration, with related work in Artificial intelligence, Discriminative model, Pattern recognition (psychology). Notable publications include 'Depressive symptoms in people with vision impairment: a cross-sectional study to identify who is most at risk', 'Age-Related Macular Degeneration Detection and Stage Classification Using Choroidal OCT Images', and 'Learning feature extractors for AMD classification in OCT using convolutional neural networks'.
h-index
citations
84
works
7
NIH funding
primary concept
email

Recent publications

Depressive symptoms in people with vision impairment: a cross-sectional study to identify who is most at risk
BMJ Open 2019cited by 48position: lastdoi
Feature analysis of the choroid in optical coherence tomography images – limitations and opportunities
Investigative Ophthalmology & Visual Science 2019cited by 1position: middle
Can assistive digital technologies boost wellbeing in people with sight loss
Investigative Ophthalmology & Visual Science 2019cited by 0position: last
Learning feature extractors for AMD classification in OCT using convolutional neural networks
2017cited by 6position: middledoi
AMD Classification in Choroidal OCT Using Hierarchical Texton Mining
Lecture notes in computer science 2017cited by 4position: middledoi
Age-Related Macular Degeneration Detection and Stage Classification Using Choroidal OCT Images
Lecture notes in computer science 2016cited by 23position: middledoi
Automated classification of age-related macular degeneration using choroidal optical coherence tomography imaging - a pilot study
2016cited by 2position: middledoi

Grants

No grants ingested yet.

Frequent collaborators

Ashley Wood · Cardiff University5 papers (2016–2019)Louise Terry · Twitter (United States)5 papers (2016–2019)Jingjing Deng · Shandong University5 papers (2016–2019)Rachel V. North · University of Waterloo5 papers (2016–2019)Xianghua Xie · Nanchang University5 papers (2016–2019)Nick White · The University of Texas at Austin3 papers (2016–2019)Dafydd Ravenscroft · Swansea University3 papers (2017–2019)Rhiannon Tudor Edwards · University of Nottingham1 papers (2019–2019)Barbara Ryan · Cardiff University1 papers (2019–2019)Claire Nollett · Cardiff University1 papers (2019–2019)J. Fergusson · Cardiff University1 papers (2016–2016)David Gillespie · University of Utah1 papers (2019–2019)Daniel J. Smıth · University of Leicester1 papers (2019–2019)Robin J. Casten · Thomas Jefferson University1 papers (2019–2019)Catey Bunce · Royal Marsden NHS Foundation Trust1 papers (2019–2019)Miles Stanford · Imperial College Healthcare NHS Trust1 papers (2019–2019) · 1 papers (2019–2019)