Nested U-Net for Segmentation of Red Lesions in Retinal Fundus Images and Sub-image Classification for Removal of False Positives

A Novel Weakly Supervised Multitask Architecture for Retinal Lesions Segmentation on Fundus Images

(2019) Clement Playout et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automatic Detection of Retinal Lesions for Screening of Diabetic Retinopathy

(2018) Sudeshna Sil Kar et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

An Automated System for the Detection and Classification of Retinal Changes Due to Red Lesions in Longitudinal Fundus Images

(2018) Kedir M. Adal et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Clinical Report Guided Retinal Microaneurysm Detection With Multi-Sieving Deep Learning

(2018) Ling Dai et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Microaneurysm Detection Using Principal Component Analysis and Machine Learning htbp c ab1 *These authors contributed equally.

(2018) Wen Cao et al.   IEEE TRANSACTIONS ON NANOBIOSCIENCE

Localizing Microaneurysms in Fundus Images Through Singular Spectrum Analysis

(2017) Su Wang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Automatic Microaneurysm Detection Using the Sparse Principal Component Analysis-Based Unsupervised Classification Method

(2017) Wei Zhou et al.   IEEE Access

Red Lesion Detection Using Dynamic Shape Features for Diabetic Retinopathy Screening

(2016) Lama Seoud et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Fast Convolutional Neural Network Training Using Selective Data Sampling: Application to Hemorrhage Detection in Color Fundus Images

(2016) Mark J. J. P. van Grinsven et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automatic detection of microaneurysms in colour fundus images for diabetic retinopathy screening

(2015) Sarni Suhaila Rahim et al.   NEURAL COMPUTING & APPLICATIONS

Exudate detection in color retinal images for mass screening of diabetic retinopathy

(2014) Xiwei Zhang et al.   MEDICAL IMAGE ANALYSIS

Points of Interest and Visual Dictionaries for Automatic Retinal Lesion Detection

(2012) A. Rocha et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Retinal Microaneurysm Detection Through Local Rotating Cross-Section Profile Analysis

(2012) Istvan Lazar et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A Study on Hemorrhage Detection Using Hybrid Method in Fundus Images

(2010) Jang Pyo Bae et al.   JOURNAL OF DIGITAL IMAGING

Optimal Wavelet Transform for the Detection of Microaneurysms in Retina Photographs

(2008) G. Quellec et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING