Machine Learning Based Automated Segmentation and Hybrid Feature Analysis for Diabetic Retinopathy Classification Using Fundus Image

Automated identification and grading system of diabetic retinopathy using deep neural networks

(2019) Wei Zhang et al.   KNOWLEDGE-BASED SYSTEMS

Diagnostic Accuracy of a Device for the Automated Detection of Diabetic Retinopathy in a Primary Care Setting

(2019) Frank D. Verbraak et al.   DIABETES CARE

A Data-driven Approach to Referable Diabetic Retinopathy Detection

(2019) Ramon Pires et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Adaptive Maximum Correntropy Gaussian Filter Based on Variational Bayes

(2018) Guoqing Wang et al.   SENSORS

A Novel Skin Lesion Detection Approach Using Neutrosophic Clustering and Adaptive Region Growing in Dermoscopy Images

(2018) Yanhui Guo et al.   Symmetry-Basel

Histogram-Based Features Selection and Volume of Interest Ranking for Brain PET Image Classification

(2018) Imene Garali et al.   IEEE Journal of Translational Engineering in Health and Medicine-JTEHM

Fundus Image Classification Using VGG-19 Architecture with PCA and SVD

(2018) Muhammad Mateen et al.   Symmetry-Basel

DeepFix: A Fully Convolutional Neural Network for Predicting Human Eye Fixations

(2017) Srinivas S. S. Kruthiventi et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Deep Convolutional Neural Network-Based Early Automated Detection of Diabetic Retinopathy Using Fundus Image

(2017) Kele Xu et al.   MOLECULES

Automated Identification of Diabetic Retinopathy Using Deep Learning

(2017) Rishab Gargeya et al.   OPHTHALMOLOGY

A Study for Texture Feature Extraction of High-Resolution Satellite Images Based on a Direction Measure and Gray Level Co-Occurrence Matrix Fusion Algorithm

(2017) Xin Zhang et al.   SENSORS

Multisource Data Fusion Framework for Land Use/Land Cover Classification Using Machine Vision

(2017) Salman Qadri et al.   Journal of Sensors

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

(2016) Varun Gulshan et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Retinal neurodegeneration may precede microvascular changes characteristic of diabetic retinopathy in diabetes mellitus

(2016) Elliott H. Sohn et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Automated Retinal Image Analysis for Diabetic Retinopathy in Telemedicine

(2015) Dawn A. Sim et al.   Current Diabetes Reports

Mammogram classification using two dimensional discrete wavelet transform and gray-level co-occurrence matrix for detection of breast cancer

(2015) Shradhananda Beura et al.   NEUROCOMPUTING

White Blood Cell Segmentation by Color-Space-Based K-Means Clustering

(2014) Congcong Zhang et al.   SENSORS

Retinal Identification Based on an Improved Circular Gabor Filter and Scale Invariant Feature Transform

(2013) Xianjing Meng et al.   SENSORS

An Ensemble-Based System for Microaneurysm Detection and Diabetic Retinopathy Grading

(2012) B. Antal et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A software tool for automatic classification and segmentation of 2D/3D medical images

(2012) Michal Strzelecki et al.   NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT