Article

Genomic Determinants of Biological Age Estimated By Deep Learning Applied to Retinal Images

2024-09-19

Abstract excerpt

With the development of deep learning (DL) techniques, there has been a successful application of this approach to determine biological age from latent information contained in retinal images. Retinal age gap (RAG) defined as the difference between chronological age and predicted retinal age has been established previously to predict the age-related disease. In this study, we performed discovery genome-wide associ...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 71c8dfe0-5a02-5e6f-b4e2-230cbb3bde84
DOI: 10.1101/2024.09.18.24313871

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Genomic Determinants of Biological Age Estimated By Deep Learning Applied to Retinal ImagesDOI 10.1101/2024.09.18.24313871Read

Genomic determinants of biological age estimated by deep learning applied to retinal images.Semantic proximity Read

Deep learning aging marker from retinal images unveils sex-specific clinical and genetic signaturesSemantic proximity Read

Ageing Biomarkers Derived From Retinal Imaging: A Scoping ReviewSemantic proximity Read

Investigating the fundamental characteristics of retinal age modelsSemantic proximity Read

Deep learning of fundus and optical coherence tomography images enables identification of diverse genetic and environmental factors associated with eye agingSemantic proximity Read

Association of Retinal Age Gap with Arterial Stiffness and Incident Cardiovascular DiseaseSemantic proximity Read

Longitudinal fundus imaging and its genome-wide association analysis provide evidence for a human retinal aging clockSemantic proximity Read

Longitudinal fundus imaging and its genome-wide association analysis provide evidence for a human retinal aging clockSemantic proximity Read

Deep-learning-based Prediction of Late Age-Related Macular Degeneration ProgressionSemantic proximity Read

A deep‐learning retinal aging biomarker for cognitive decline and incident dementiaSemantic proximity Read

Fluorescein Angiography Image-AI Based Early Diabetic Retinopathy DetectionSemantic proximity Read

Proteome-wide Mendelian randomization study implicates inflammaging biomarkers in retinal vasculature, cardiometabolic diseases and longevitySemantic proximity Read