A New Approach for Detecting Fundus Lesions Using Image Processing and Deep Neural Network Architecture Based on YOLO Model

Understanding deep learning (still) requires rethinking generalization

(2021) Chiyuan Zhang et al.   COMMUNICATIONS OF THE ACM

A Forest Fire Detection System Based on Ensemble Learning

(2021) Renjie Xu et al.   Forests

Deep learning for diabetic retinopathy detection and classification based on fundus images: A review

(2021) Nikos Tsiknakis et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A Comprehensive Study of Data Augmentation Strategies for Prostate Cancer Detection in Diffusion-Weighted MRI Using Convolutional Neural Networks

(2021) Ruqian Hao et al.   JOURNAL OF DIGITAL IMAGING

Diabetic Retinopathy Fundus Image Classification and Lesions Localization System Using Deep Learning

(2021) Wejdan L. Alyoubi et al.   SENSORS

A deep learning system for detecting diabetic retinopathy across the disease spectrum

(2021) Ling Dai et al.   Nature Communications

Real-Time Underwater Maritime Object Detection in Side-Scan Sonar Images Based on Transformer-YOLOv5

(2021) Yongcan Yu et al.   Remote Sensing

Improving YOLOv5 with Attention Mechanism for Detecting Boulders from Planetary Images

(2021) Linlin Zhu et al.   Remote Sensing

Exudate Detection for Diabetic Retinopathy Using Pretrained Convolutional Neural Networks

(2020) Muhammad Mateen et al.   COMPLEXITY

Diagnostic assessment of deep learning algorithms for diabetic retinopathy screening

(2019) Tao Li et al.   INFORMATION SCIENCES

IDRiD: Diabetic Retinopathy – Segmentation and Grading Challenge

(2019) Prasanna Porwal et al.   MEDICAL IMAGE ANALYSIS

Mask R-CNN

(2018) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Contrast Limited Adaptive Histogram Equalization-Based Fusion in YIQ and HSI Color Spaces for Underwater Image Enhancement

(2018) Jinxiang Ma et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

Sigmoid-weighted linear units for neural network function approximation in reinforcement learning

(2018) Stefan Elfwing et al.   NEURAL NETWORKS

A systematic study of the class imbalance problem in convolutional neural networks

(2018) Mateusz Buda et al.   NEURAL NETWORKS

Fully Convolutional Networks for Semantic Segmentation

(2017) Evan Shelhamer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Human vision is determined based on information theory

(2016) Alfonso Delgado-Bonal et al.   Scientific Reports

Mesoscopic structures reveal the network between the layers of multiplex data sets

(2015) Jacopo Iacovacci et al.   PHYSICAL REVIEW E

Diabetic Retinopathy

(2015) Andrew M. Hendrick et al.   PRIMARY CARE

Using weighted dynamic range for histogram equalization to improve the image contrast

(2014) Thien Huynh-The et al.   EURASIP Journal on Image and Video Processing

Computer-aided diagnosis of diabetic retinopathy: A review

(2013) Muthu Rama Krishnan Mookiah et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Naturalness Preserved Enhancement Algorithm for Non-Uniform Illumination Images

(2013) Shuhang Wang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Assessing Progress in Retinopathy Outcomes in Type 1 Diabetes: Comparing findings from the Wisconsin Diabetes Registry Study and the Wisconsin Epidemiologic Study of Diabetic Retinopathy

(2012) T. J. LeCaire et al.   DIABETES CARE

Contrast image correction method

(2010) Raimondo Schettini   JOURNAL OF ELECTRONIC IMAGING

ImageNet: Constructing a large-scale image database

(2010) L. Fei-Fei et al.   JOURNAL OF VISION

Learning from Imbalanced Data

(2009) Haibo He et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A contrast enhancement method using dynamic range separate histogram equalization

(2008) Gyu-Hee Park et al.   IEEE TRANSACTIONS ON CONSUMER ELECTRONICS

A Sorting System for Hierarchical Grading of Diabetic Fundus Images: A Preliminary Study

(2008) G.G. Yen et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Multi-focus color image fusion in the HSI space using the sum-modified-laplacian and a coarse edge map

(2008) Hui Zhao et al.   IMAGE AND VISION COMPUTING