Robotics & Machine Learning Daily News2024,Issue(Jul.2) :106-107.

Sun Yat-sen University Reports Findings in Diabetic Retinopathy (Identification of diabetic retinopathy classification using machine learning algorithms on clin ical data and optical coherence tomography angiography)

中山大学报告糖尿病视网膜病变的发现(基于临床数据和光学相干断层造影的机器学习算法识别糖尿病视网膜病变分类)

Robotics & Machine Learning Daily News2024,Issue(Jul.2) :106-107.

Sun Yat-sen University Reports Findings in Diabetic Retinopathy (Identification of diabetic retinopathy classification using machine learning algorithms on clin ical data and optical coherence tomography angiography)

中山大学报告糖尿病视网膜病变的发现(基于临床数据和光学相干断层造影的机器学习算法识别糖尿病视网膜病变分类)

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摘要

一位新闻记者兼机器人与机器学习每日新闻-营养和代谢性疾病和条件的新研究-糖尿病视网膜病变是一篇报道的主题。根据NewsRx记者S在广州的新闻报道,研究表明:“应用机器学习(ML)算法,利用临床数据和光学相干断层成像(OCTA)对多类别糖尿病视网膜病变进行(DR)分类。本研究采用203例糖尿病患者(203眼)的临床数据和OCTA参数建立ML模型。来自169名糖尿病患者(169眼)的数据被用于独立的外部验证。

Abstract

By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News – New research on Nutritional and Metabolic Disease s and Conditions - Diabetic Retinopathy is the subject of a report. According to news reporting from Guangzhou, People’s Republic of China, by NewsRx journalist s, research stated, “To apply machine learning (ML) algorithms to perform multic lass diabetic retinopathy (DR) classification using both clinical data and optic al coherence tomography angiography (OCTA). In this cross-sectional observationa l study, clinical data and OCTA parameters from 203 diabetic patients (203 eye) were used to establish the ML models, and those from 169 diabetic patients (169 eye) were used for independent external validation.”

Key words

Guangzhou/People's Republic of China/A sia/Algorithms/Angiography/Cardiology/Cardiovascular Diagnostic Techniques/Cyborgs/Diabetic Angiopathies/Diabetic Retinopathy/Emerging Technologies/Eye Diseases and Conditions/Health and Medicine/Imaging Technology/Machine Learn ing/Nutritional and Metabolic Diseases and Conditions/Ophthalmology/Optical Coherence Tomography/Retinal Diseases and Conditions/Retinopathy/Technology/V ascular Diseases and Conditions

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出版年

2024
Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

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