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Plasma multi-omics and machine learning reveal predictive biomarkers for type 2 diabetes and retinopathy in Qatar biobank cohort.

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Bibliographic Details
Title: Plasma multi-omics and machine learning reveal predictive biomarkers for type 2 diabetes and retinopathy in Qatar biobank cohort.
Authors: Ahmed, Ikhlak1 (AUTHOR), Bhat, Ajaz A.1 (AUTHOR), Jeya, Sujitha Padma1 (AUTHOR), Wong, Wilson K. M.2 (AUTHOR), Sadida, Hana Q.1 (AUTHOR), Polkamp, Mya2 (AUTHOR), Hardikar, Hrishikesh P.2 (AUTHOR), Lakshmi, Jyothi1 (AUTHOR), Hussain, Sura Ahmed1 (AUTHOR), Chin-Smith, Evonne1 (AUTHOR), Ranjan, Amaresh K.2 (AUTHOR), Joglekar, Mugdha V.2 (AUTHOR), Hardikar, Anandwardhan A.2 (AUTHOR), Fakhro, Khalid3,4,5 (AUTHOR), Akil, Ammira Al-Shabeeb1,6 (AUTHOR) aakil@sidra.org
Source: Journal of Translational Medicine. 10/22/2025, Vol. 23 Issue 1, p1-15. 15p.
Database: Academic Search Ultimate
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ISSN:14795876
DOI:10.1186/s12967-025-07113-x