Automated detection of a nonperfusion area caused by retinal vein occlusion in optical coherence tomography angiography images using deep learning

Classification of skin lesions using transfer learning and augmentation with Alex-net

(2019) Khalid M. Hosny et al.   PLoS One

Acral melanoma detection using a convolutional neural network for dermoscopy images

(2018) Chanki Yu et al.   PLoS One

Improving Arterial Spin Labeling by Using Deep Learning

(2018) Ki Hwan Kim et al.   RADIOLOGY

MEDnet, a neural network for automated detection of avascular area in OCT angiography

(2018) Yukun Guo et al.   Biomedical Optics Express

Automated Identification of Diabetic Retinopathy Using Deep Learning

(2017) Rishab Gargeya et al.   OPHTHALMOLOGY

Quantitative microvascular analysis of retinal venous occlusions by spectral domain optical coherence tomography angiography

(2017) Nicole Koulisis et al.   PLoS One

Deep learning approach to bacterial colony classification

(2017) Bartosz Zieliński et al.   PLoS One

Determinants of Quantitative Optical Coherence Tomography Angiography Metrics in Patients with Diabetes

(2017) Fang Yao Tang et al.   Scientific Reports

Accuracy of deep learning, a machine-learning technology, using ultra–wide-field fundus ophthalmoscopy for detecting rhegmatogenous retinal detachment

(2017) Hideharu Ohsugi et al.   Scientific Reports

Microvascular Abnormalities on Optical Coherence Tomography Angiography in Macular Edema Associated With Branch Retinal Vein Occlusion

(2016) Norihiro Suzuki et al.   AMERICAN JOURNAL OF OPHTHALMOLOGY

Optical Coherence Tomography Angiography in Retinal Vein Occlusion: Evaluation of Superficial and Deep Capillary Plexa

(2016) Florence Coscas et al.   AMERICAN JOURNAL OF OPHTHALMOLOGY

Optical Coherence Tomography Angiography in Diabetes

(2016) Jessica Lee et al.   Current Diabetes Reports

Anti-VEGF Therapy for Retinal Vein Occlusions

(2016) Claudio Campa et al.   CURRENT DRUG TARGETS

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

Visual Acuity Is Correlated with the Area of the Foveal Avascular Zone in Diabetic Retinopathy and Retinal Vein Occlusion

(2016) Chandrakumar Balaratnasingam et al.   OPHTHALMOLOGY

Automated Quantification of Capillary Nonperfusion Using Optical Coherence Tomography Angiography in Diabetic Retinopathy

(2016) Thomas S. Hwang et al.   JAMA Ophthalmology

Deep learning as a tool for increased accuracy and efficiency of histopathological diagnosis

(2016) Geert Litjens et al.   Scientific Reports

Using deep belief network modelling to characterize differences in brain morphometry in schizophrenia

(2016) Walter H. L. Pinaya et al.   Scientific Reports

Multimodal Neuroimaging Feature Learning for Multiclass Diagnosis of Alzheimer's Disease

(2015) Siqi Liu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Deep learning

(2015) Yann LeCun et al.   NATURE

ENLARGEMENT OF FOVEAL AVASCULAR ZONE IN DIABETIC EYES EVALUATED BY EN FACE OPTICAL COHERENCE TOMOGRAPHY ANGIOGRAPHY

(2015) Noriaki Takase et al.   RETINA-THE JOURNAL OF RETINAL AND VITREOUS DISEASES

VEGF Trap-Eye for macular oedema secondary to central retinal vein occlusion: 6-month results of the phase III GALILEO study

(2013) Frank G Holz et al.   BRITISH JOURNAL OF OPHTHALMOLOGY

Intravitreal Aflibercept Injection for Macular Edema Secondary to Central Retinal Vein Occlusion: 1-Year Results From the Phase 3 COPERNICUS Study

(2012) David M. Brown et al.   AMERICAN JOURNAL OF OPHTHALMOLOGY

Ranibizumab for Macular Edema Due to Retinal Vein Occlusions

(2012) Jeffrey S. Heier et al.   OPHTHALMOLOGY

Vascular Endothelial Growth Factor Trap-Eye for Macular Edema Secondary to Central Retinal Vein Occlusion

(2012) David Boyer et al.   OPHTHALMOLOGY

Split-spectrum amplitude-decorrelation angiography with optical coherence tomography

(2012) Yali Jia et al.   OPTICS EXPRESS

Sustained Benefits from Ranibizumab for Macular Edema Following Branch Retinal Vein Occlusion: 12-Month Outcomes of a Phase III Study

(2011) David M. Brown et al.   OPHTHALMOLOGY

Sustained Benefits from Ranibizumab for Macular Edema following Central Retinal Vein Occlusion: Twelve-Month Outcomes of a Phase III Study

(2011) Peter A. Campochiaro et al.   OPHTHALMOLOGY

Ranibizumab for Macular Edema following Central Retinal Vein Occlusion

(2010) David M. Brown et al.   OPHTHALMOLOGY

Natural History of Branch Retinal Vein Occlusion: An Evidence-Based Systematic Review

(2010) Sophie L. Rogers et al.   OPHTHALMOLOGY

Support Vector Machines for classification and regression

(2009) Richard G. Brereton et al.   ANALYST

The Prevalence of Retinal Vein Occlusion: Pooled Data from Population Studies from the United States, Europe, Asia, and Australia

(2009) Sophie Rogers et al.   OPHTHALMOLOGY