[PDF][PDF] Diabetes mellitus prediction using classification techniques

AS Hassan, I Malaserene, AA Leema - Int. J. Innov. Technol. Explor …, 2020 - academia.edu
Diabetes is a metabolic disease affecting people in almost every country and it may lead to
severe problems like stroke, kidney failure or premature death if it is not predicted at the …

Two-tier grading system for npdr severities of diabetic retinopathy in retinal fundus images

C Bhardwaj, S Jain, M Sood - Recent Patents on Engineering, 2021 - benthamdirect.com
Background: Diabetic Retinopathy is the leading cause of vision impairment and its early
stage diagnosis relies on regular monitoring and timely treatment for anomalies exhibiting …

Machine learning and deep learning algorithms in disease prediction: Future trends for the healthcare system

P Jayanthi - Deep Learning for Medical Applications with Unique …, 2022 - Elsevier
This chapter discusses machine learning (ML) and deep learning (DL) models for health
care prospects. In clinical research, statistical algorithms in ML provide an effective way to …

Investigation of dataset from diabetic retinopathy through discernibility-based k-NN algorithm

RP Sarkar, A Maiti - Contemporary Advances in Innovative and Applicable …, 2019 - Springer
Diabetic retinopathy (DR) is a retinal vascular disease that affects 10% people connected
with diabetic patients, and it could make humans blind. It is observed that appropriate …

In-line grading system for mango fruits using GLCM feature extraction and soft-computing techniques

EO Olaniyi, OK Oyedotun… - … Journal of Applied …, 2019 - inderscienceonline.com
In the fruit production industries and supermarkets, mature (ripe) fruits are demanded for
consumption by the consumers and also for production in fruit processing industries …

[PDF][PDF] A computational framework for diabetic retinopathy severity grading categorization using ophthalmic image processing

C Bhardwaj, S Jain, M Sood - 2020 - ir.juit.ac.in
My first and foremost thanks to Almighty God for providing me the strength and bestowing his
endless blessings upon me throughout this endeavor. All this could never be possible …

Early detection of diabetic retinopathy using deep learning techniques

VJ Gomes, KA Alavee, A Sarda, ZE Akhand - 2021 - dspace.bracu.ac.bd
We, humans, are the bearer of diseases. While most of them have a thoroughly researched
and contemplated solution set, some of them do not. Diabetes is one of those common …