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Review Open access Sep 2026

Development and validation of an AI-enhanced prediction model for 3-year visual decline in patients with diabetes using ophthalmic imaging: protocol for a real-world longitudinal cohort study

Abstract Background Diabetic retinopathy (DR) is one of the leading causes of visual impairment among working-age adults worldwide. Existing artificial intelligence (AI) studies have mainly focused on automated diagnosis and grading of DR or diabetic macular oedema while relatively few studies have investigated long-te...

Ye-Xiang Yu, Jia-Rui Yang, Yan-Yan Zhang et al. · 0 citations
Review Open access Sep 2026

Deep Learning for Early Prediction of Adverse Events in Intensive Care Units Using Electronic Health Records: A Methodological Review

Purpose To provide a methodological synthesis of deep learning (DL) approaches for early prediction of preventable adverse events (AEs) in intensive care units (ICUs) using electronic health record (EHR) data, and to examine how intrinsic EHR data challenges affect model development, predictive performance, and clinica...

Kai Wang, Hui Yan, Dong-Sheng Chen et al. · 0 citations

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