GLA-Net: A global-local attention network for automatic cataract classification

AI applications to medical images: From machine learning to deep learning

(2021) Isabella Castiglioni et al.   Physica Medica-European Journal of Medical Physics

The Lancet Global Health Commission on Global Eye Health: vision beyond 2020

(2021) Matthew J Burton et al.   Lancet Global Health

TWEEC : Computer‐aided glaucoma diagnosis from retinal images using deep learning techniques

(2021) Lamiaa Abdel‐Hamid   INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy

(2021) Michael Yeung et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Recent advances of HCI in decision-making tasks for optimized clinical workflows and precision medicine

(2020) Leonardo Rundo et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Explainable classifier for improving the accountability in decision-making for colorectal cancer diagnosis from histopatological images

(2020) Patrik Sabol et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Automatic Identification of Individual Primates with Deep Learning Techniques

(2020) Songtao Guo et al.   iScience

Causes of blindness and vision impairment in 2020 and trends over 30 years, and prevalence of avoidable blindness in relation to VISION 2020: the Right to Sight: an analysis for the Global Burden of Disease Study

(2020) Jaimie D Steinmetz et al.   Lancet Global Health

Attention gated networks: Learning to leverage salient regions in medical images

(2019) Jo Schlemper et al.   MEDICAL IMAGE ANALYSIS

Automatic Cataract Classification Using Deep Neural Network With Discrete State Transition

(2019) Yue Zhou et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Hierarchical method for cataract grading based on retinal images using improved Haar wavelet

(2019) Lvchen Cao et al.   Information Fusion

A Hybrid Global-Local Representation CNN Model for Automatic Cataract Grading

(2019) Xi Xu et al.   IEEE Journal of Biomedical and Health Informatics

Object-Part Attention Model for Fine-Grained Image Classification

(2018) Yuxin Peng et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image

(2018) Huazhu Fu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Detection of exudates in fundus photographs with imbalanced learning using conditional generative adversarial network

(2018) Rui Zheng et al.   Biomedical Optics Express

Development and Validation of a Deep Learning System for Diabetic Retinopathy and Related Eye Diseases Using Retinal Images From Multiethnic Populations With Diabetes

(2017) Daniel Shu Wei Ting et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

An Approach to Evaluate Blurriness in Retinal Images with Vitreous Opacity for Cataract Diagnosis

(2017) Li Xiong et al.   Journal of Healthcare Engineering

Exploiting ensemble learning for automatic cataract detection and grading

(2016) Ji-Jiang Yang et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A computer-aided healthcare system for cataract classification and grading based on fundus image analysis

(2015) Liye Guo et al.   COMPUTERS IN INDUSTRY

Automatic detection of age-related macular degeneration pathologies in retinal fundus images

(2012) Ayşegül Güven   COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING

Cataract Prevalence Varies Substantially with Assessment Systems: Comparison of Clinical and Photographic Grading in a Population-Based Study

(2011) Anna C. S. Tan et al.   OPHTHALMIC EPIDEMIOLOGY

Automated segmentation of optic disc region on retinal fundus photographs: Comparison of contour modeling and pixel classification methods

(2010) Chisako Muramatsu et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Privacy preservation and information security protection for patients’ portable electronic health records

(2009) Lu-Chou Huang et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs

(2009) Meindert Niemeijer et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Optic Disc Detection From Normalized Digital Fundus Images by Means of a Vessels' Direction Matched Filter

(2008) Aliaa Abdel-Haleim Abdel-Razik Youssif et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automated Diagnosis of Glaucoma Using Digital Fundus Images

(2008) Jagadish Nayak et al.   JOURNAL OF MEDICAL SYSTEMS