Projects per year
Abstract
Background Conjunctival ultraviolet autofluorescence (CUVAF) is a method of detecting conjunctival damage related to ultraviolet radiation exposure. In cross-sectional studies, CUVAF area is positively associated with self-reported time spent outdoors and pterygium and negatively associated with myopia; however, longitudinal studies are scarce. Aims To use a novel deep learning-based tool to assess 8-year change in CUVAF area in young adults, investigate factors associated with this change and identify the number of new onset pterygia. Methods A deep learning-based CUVAF tool was developed to measure CUVAF area. CUVAF area and pterygium status were assessed at three study visits: baseline (participants were approximately 20 years old) and at 7-year and 8-year follow-ups. Participants self-reported sun protection behaviours and ocular history. Results CUVAF data were available for 1497 participants from at least one study visit; 633 (43%) participants had complete CUVAF data. Mean CUVAF areas at baseline and the 7-year and 8-year follow-ups were 48.4, 39.3 and 37.7 mm(2), respectively. There was a decrease in mean CUVAF area over time (change in total CUVAF area=-0.96 mm(2) per year (95% CI: -1.07 to -0.86)). For participants who wore sunglasses >= 1/2 of the time, CUVAF area decreased by an additional -0.42 mm(2) per year (95% CI: -0.72 to -0.12) on average. Fourteen (1.5%) participants developed a pterygium. Conclusions In this young adult cohort, CUVAF area declined over an 8-year period. Wearing sunglasses was associated with a faster reduction in CUVAF area. Deep learning-based models can assist in accurate and efficient measurement of CUVAF area.
| Original language | English |
|---|---|
| Pages (from-to) | 614-620 |
| Number of pages | 7 |
| Journal | The British journal of ophthalmology |
| Volume | 107 |
| Issue number | 5 |
| Early online date | 23 Nov 2021 |
| DOIs | |
| Publication status | Published - 1 May 2023 |
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Dive into the research topics of 'Conjunctival ultraviolet autofluorescence area decreases with age and sunglasses use'. Together they form a unique fingerprint.Projects
- 4 Finished
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Young adult myopia: genetic and environmental associations
Mackey, D. (Investigator 01), Sanfilippo, P. (Investigator 02), Hammond, C. (Investigator 03), Yazar, S. (Investigator 04), Rose, K. (Investigator 05), Milne, E. (Investigator 06), Lucas, R. (Investigator 07) & Chen, F. (Investigator 08)
NHMRC National Health and Medical Research Council
1/01/17 → 31/12/21
Project: Research
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Predicting Obstructive Sleep Apnoea using 3D Craniofacial Photography
Eastwood, P. (Investigator 01), Mian, A. (Investigator 02), McArdle, N. (Investigator 03) & Hillman, D. (Investigator 04)
NHMRC National Health and Medical Research Council
1/01/16 → 31/12/19
Project: Research
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Genetic And Early Life Predictors Of Ectopic Fat And Their Association With Cardiometabolic Health And Disease
Mori, T. (Investigator 01), Beilin, L. (Investigator 02), Moses, E. (Investigator 03), Watts, G. (Investigator 04) & Adams, L. (Investigator 05)
NHMRC National Health and Medical Research Council
1/01/16 → 31/12/22
Project: Research