Microvascular Complications in Type-2 Diabetes: A Review of Statistical Techniques and Machine Learning Models

Automated Detection and Classification of Fundus Diabetic Retinopathy Images using Synergic Deep Learning Model

(2020) Shankar Kathiresan et al.   PATTERN RECOGNITION LETTERS

Plausible diagnostic value of urinary isomeric dimethylarginine ratio for diabetic nephropathy

(2020) Dharmeshkumar Parmar et al.   Scientific Reports

Exudate Detection for Diabetic Retinopathy Using Pretrained Convolutional Neural Networks

(2020) Muhammad Mateen et al.   COMPLEXITY

Early-onset type 2 diabetes

(2020) Xinlu Lv et al.   MEDICINE

Occurrence of the potent mutagens 2- nitrobenzanthrone and 3-nitrobenzanthrone in fine airborne particles

(2019) Aldenor G. Santos et al.   Scientific Reports

Modified Alexnet architecture for classification of diabetic retinopathy images

(2019) T. Shanthi et al.   COMPUTERS & ELECTRICAL ENGINEERING

Circulating miR-3197 and miR-2116-5p as novel biomarkers for diabetic retinopathy

(2019) Huihui Ji et al.   CLINICA CHIMICA ACTA

Multiple-Image Deep Learning Analysis for Neuropathy Detection in Corneal Nerve Images

(2019) Fabio Scarpa et al.   CORNEA

Learning ensemble classifiers for diabetic retinopathy assessment

(2018) Emran Saleh et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Urinary and Blood MicroRNA-126 and -770 are Potential Noninvasive Biomarker Candidates for Diabetic Nephropathy: a Meta-Analysis

(2018) Sungjin Park et al.   CELLULAR PHYSIOLOGY AND BIOCHEMISTRY

Deep convolutional neural networks for diabetic retinopathy detection by image classification

(2018) Shaohua Wan et al.   COMPUTERS & ELECTRICAL ENGINEERING

Exudate detection in fundus images using deeply-learnable features

(2018) Parham Khojasteh et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Diabetic Neuropathy and Gait: A Review

(2017) Uazman Alam et al.   Diabetes Therapy

Diabetic Neuropathy and Gait: A Review

(2017) Uazman Alam et al.   Diabetes Therapy

Machine Learning and Data Mining Methods in Diabetes Research

(2017) Ioannis Kavakiotis et al.   Computational and Structural Biotechnology Journal

Trends in biomedical informatics: automated topic analysis of JAMIA articles

(2015) D. Han et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Prevalence of diabetic retinopathy in type 2 diabetics and its correlation with various clinical and metabolic factors

(2014) Mridul Malhotra et al.   International Journal of Diabetes in Developing Countries

DREAM: Diabetic Retinopathy Analysis Using Machine Learning

(2014) Sohini Roychowdhury et al.   IEEE Journal of Biomedical and Health Informatics

Predicting cardiac autonomic neuropathy category for diabetic data with missing values

(2013) Jemal Abawajy et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Application of irregular and unbalanced data to predict diabetic nephropathy using visualization and feature selection methods

(2007) Baek Hwan Cho et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE