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The Retina

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The retina is a layer of nervous tissue at the back of the eye that transduces light into neural signals. This process, called phototransduction, is carried out by rod and cone photoreceptor cells in the back of the retina.

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Updated: May 15, 2025

Dissection of Human Retina and RPE-Choroid for Proteomic Analysis

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Artificial intelligence, data sharing, and privacy for retinal imaging under Brazilian Data Protection Law.

Luis Filipe Nakayama¹, Lucas Zago Ribeiro², Fernando Korn Malerbi²

¹Department of Ophthalmology, São Paulo Federal University, St., 821, Vila Clementino, São Paulo, 04023-062, Brazil. nakayama.luis@unifesp.br.

International Journal of Retina and Vitreous

|April 8, 2025

Summary

Artificial intelligence (AI) in healthcare risks bias from non-representative data, affecting minority groups. Developing equitable AI requires representative datasets, local validation, and adherence to FAIR principles for responsible data sharing.

Area of Science:

Healthcare AI
Medical Informatics
Data Science

Background:

Artificial intelligence (AI) is transforming healthcare, but bias in AI models, stemming from non-representative training data, can lead to health disparities.

Keywords:

Artificial intelligence Datasets Retinal imaging

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Addressing bias is crucial for equitable healthcare delivery and necessitates AI model development and validation within specific populations.