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Application of a deep-learning marker for morbidity and mortality prediction derived from retinal photographs: a cohort development and validation study

10월 4, 2024 | The Lancet Healthy Longevity

The Lancet Healthy Longevity, Oct. 2024 Summary Background Biological ageing markers are useful to risk stratify morbidity and mortality more precisely than chronological age. In this study, we aimed to develop a novel deep-learning-based biological ageing marker...

Retinal Imaging and Deep Learning in Predicting All-Cause Mortality among Patients with Cardiovascular Disease: A UK Biobank Study with a Gender Perspective

7월 15, 2024 | ARVO Annual Meeting Abstract

ARVO Annual Meeting Abstract, June 2024 Abstract Purpose : This Reti-CVD successfully predicted CVD events in individuals with no history of CVD. The present study aims to evaluate the predictive ability of retinal images and deep learning for all-cause mortality in...

Deep learning-based cardiovascular risk stratification for stage 1 hypertension using retinal photographs

7월 15, 2024 | ARVO Annual Meeting Abstract

ARVO Annual Meeting Abstract, June 2024 Abstract   Purpose : The advent of deep learning (DL) algorithms has now made it possible to predict the risk of cardiovascular disease (CVD) using retinal images. We had previously developed a retina-based DL model,...

Impact of retinal photography-based deep learning system on risk stratification for chronic kidney disease progression

6월 18, 2024 | European Renal Association

ERA 2024, 23 May 2024 Abstract Background and Aims We had previously developed a deep-learning-based risk evaluation system from retinal photographs, Reti-CKD, for stratifying chronic kidney (CKD) development risk in kidney function preserved people. This study aims...

Prognostic potentials of AI in ophthalmology: systemic disease forecasting via retinal imaging

5월 8, 2024 | Eye & VIsion

Eye and Vision, 06 May 2024 Abstract Background Artificial intelligence (AI) that utilizes deep learning (DL) has potential for systemic disease prediction using retinal imaging. The retina’s unique features enable non-invasive visualization of the central nervous...

Myopic Maculopathy Analysis Using Multi-task Learning and Pseudo Labeling

4월 1, 2024 | Springer International Publishing

Springer International Publishing | Febuary 29, 2024 Abstract With the advent of deep learning, research has achieved significant success in various fields of ophthalmology, such as diabetic retinopathy detection, glaucoma detection and vessel segmentation. Despite...
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