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  • Shafi Balal

Shafi Balal


Ophthalmology Department, Moorfields Eye Hospital, London, UK.

Latest Contribution


Diagram showing a direct acyclic graph for Mendelian randomisation (MR).

Exploiting nature’s randomised trials of eye disease

1 December 2022 | Skanda Rajasundaram, Dalia Abdulhussein, Christopher Bentley (Prof), Shafi Balal, Minak Bhalla | EYE - Glaucoma, EYE - Vitreo-Retinal, EYE - Orbit

Confounding and reverse causation in observational ophthalmic epidemiology Traditional observational studies are inherently limited in establishing a causal effect of an exposure on an outcome of interest. One fundamental limitation is confounding, whereby causation is incorrectly attributed to a third...


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