DeepPDT-Net: predicting the outcome of photodynamic therapy for chronic central serous chorioretinopathy using two-stage multimodal transfer learning

Feasibility study to improve deep learning in OCT diagnosis of rare retinal diseases with few-shot classification

(2021) Tae Keun Yoo et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Predicting subretinal fluid absorption with machine learning in patients with central serous chorioretinopathy

(2021) Fabao Xu et al.   Annals of Translational Medicine

Automatic detection of leakage point in central serous chorioretinopathy of fundus fluorescein angiography based on time sequence deep learning

(2021) Menglu Chen et al.   GRAEFES ARCHIVE FOR CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY

Diagnosis of central serous chorioretinopathy by deep learning analysis of en face images of choroidal vasculature: A pilot study

(2021) Yukihiro Aoyama et al.   PLoS One

Assessing the Clinical Utility of Expanded Macular OCTs Using Machine Learning

(2021) Andrew C. Lin et al.   Translational Vision Science & Technology

A whole-process interpretable and multi-modal deep reinforcement learning for diagnosis and analysis of Alzheimer’s disease ∗

(2021) Quan Zhang et al.   Journal of Neural Engineering

COVID-19 lung infection segmentation with a novel two-stage cross-domain transfer learning framework

(2021) Jiannan Liu et al.   MEDICAL IMAGE ANALYSIS

Image classification method on class imbalance datasets using multi-scale CNN and two-stage transfer learning

(2021) Jiahuan Liu et al.   NEURAL COMPUTING & APPLICATIONS

Deep transfer learning for reducing health care disparities arising from biomedical data inequality

(2020) Yan Gao et al.   Nature Communications

Outcomes of Adversarial Attacks on Deep Learning Models for Ophthalmology Imaging Domains

(2020) Tae Keun Yoo et al.   JAMA Ophthalmology

Deep-learning based multi-modal retinal image registration for the longitudinal analysis of patients with age-related macular degeneration

(2020) Tharindu De Silva et al.   Biomedical Optics Express

Automatic glaucoma classification using color fundus images based on convolutional neural networks and transfer learning

(2019) Juan J. Gómez-Valverde et al.   Biomedical Optics Express

Biomedical image classification based on a feature concatenation and ensemble of deep CNNs

(2019) Long D. Nguyen et al.   Journal of Ambient Intelligence and Humanized Computing

Reproduction study using public data of: Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs

(2019) Mike Voets et al.   PLoS One

Central serous chorioretinopathy: Towards an evidence-based treatment guideline

(2019) Thomas J. van Rijssen et al.   PROGRESS IN RETINAL AND EYE RESEARCH

ASSESSMENT OF CENTRAL SEROUS CHORIORETINOPATHY DEPICTED ON COLOR FUNDUS PHOTOGRAPHS USING DEEP LEARNING

(2019) Yi Zhen et al.   RETINA-THE JOURNAL OF RETINAL AND VITREOUS DISEASES

Ophthalmic diagnosis using deep learning with fundus images – A critical review

(2019) Sourya Sengupta et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

A Deep Learning Algorithm for Prediction of Age-Related Eye Disease Study Severity Scale for Age-Related Macular Degeneration from Color Fundus Photography

(2018) Felix Grassmann et al.   OPHTHALMOLOGY

Automated Diagnosis of Plus Disease in Retinopathy of Prematurity Using Deep Convolutional Neural Networks

(2018) James M. Brown et al.   JAMA Ophthalmology

Automated Identification of Diabetic Retinopathy Using Deep Learning

(2017) Rishab Gargeya et al.   OPHTHALMOLOGY

Multi-categorical deep learning neural network to classify retinal images: A pilot study employing small database

(2017) Joon Yul Choi et al.   PLoS One

One-Year Outcomes with Half-Dose Verteporfin Photodynamic Therapy for Chronic Central Serous Chorioretinopathy

(2015) Kyoko Fujita et al.   OPHTHALMOLOGY

Photodynamic therapy for central serous chorioretinopathy

(2014) O C Erikitola et al.   EYE

Epidemiology of Idiopathic Central Serous Chorioretinopathy in Taiwan, 2001–2006: A Population-based Study

(2013) Der-Chong Tsai et al.   PLoS One

Central Serous Chorioretinopathy: Update on Pathophysiology and Treatment

(2013) Benjamin Nicholson et al.   SURVEY OF OPHTHALMOLOGY