Dense anatomical annotation of slit-lamp images improves the performance of deep learning for the diagnosis of ophthalmic disorders

What This Computer Needs Is a Physician

(2018) Abraham Verghese et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Why rankings of biomedical image analysis competitions should be interpreted with care

(2018) Lena Maier-Hein et al.   Nature Communications

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

Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations

(2017) Ranjay Krishna et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Comparative analysis of image classification methods for automatic diagnosis of ophthalmic images

(2017) Liming Wang et al.   Scientific Reports

An artificial intelligence platform for the multihospital collaborative management of congenital cataracts

(2017) Erping Long et al.   Nature Biomedical Engineering

Deep Learning for Fully-Automated Localization and Segmentation of Rectal Cancer on Multiparametric MR

(2017) Stefano Trebeschi et al.   Scientific Reports

Artificial Intelligence With Deep Learning Technology Looks Into Diabetic Retinopathy Screening

(2016) Tien Yin Wong et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

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

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

(2015) Bjoern H. Menze et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep learning

(2015) Yann LeCun et al.   NATURE

Haptic computer-assisted patient-specific preoperative planning for orthopedic fractures surgery

(2015) I. Kovler et al.   International Journal of Computer Assisted Radiology and Surgery

ImageNet Auto-Annotation with Segmentation Propagation

(2014) Matthieu Guillaumin et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

A Review on Multi-Label Learning Algorithms

(2013) Min-Ling Zhang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Global estimates of visual impairment: 2010

(2011) Donatella Pascolini et al.   BRITISH JOURNAL OF OPHTHALMOLOGY

An analysis of vision screening data from New York City public schools

(2010) Marie I. Bodack et al.   OPTOMETRY