A deep learning approach for detection of shallow anterior chamber depth based on the hidden features of fundus photographs

Simple Code Implementation for Deep Learning–Based Segmentation to Evaluate Central Serous Chorioretinopathy in Fundus Photography

(2022) Tae Keun Yoo et al.   Translational Vision Science & Technology

Application of generative adversarial networks (GAN) for ophthalmology image domains: a survey

(2022) Aram You et al.   Eye and Vision

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 intraocular pressure using systemic variables or fundus photography with deep learning in a health examination cohort

(2021) Kaori Ishii et al.   Scientific Reports

Use of deep learning to develop continuous-risk models for adverse event prediction from electronic health records

(2021) Nenad Tomašev et al.   Nature Protocols

Predicting sex from retinal fundus photographs using automated deep learning

(2021) Edward Korot et al.   Scientific Reports

Development of a Web-Based Ensemble Machine Learning Application to Select the Optimal Size of Posterior Chamber Phakic Intraocular Lens

(2021) Eun Min Kang et al.   Translational Vision Science & Technology

Adopting low-shot deep learning for the detection of conjunctival melanoma using ocular surface images

(2021) Tae Keun Yoo et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Detection of shallow anterior chamber depth from two-dimensional anterior segment photographs using deep learning

(2021) Zhuyun Qian et al.   BMC Ophthalmology

Detection of COVID-19 findings by the local interpretable model-agnostic explanations method of types-based activations extracted from CNNs

(2021) Mesut Toğaçar et al.   Biomedical Signal Processing and Control

A Deep Learning System for Automatic Assessment of Anterior Chamber Angle in Ultrasound Biomicroscopy Images

(2021) Wensai Wang et al.   Translational Vision Science & Technology

Binary neural networks: A survey

(2020) Haotong Qin et al.   PATTERN RECOGNITION

Automatic detection of rare pathologies in fundus photographs using few-shot learning

(2020) Gwenolé Quellec et al.   MEDICAL IMAGE ANALYSIS

Cluster analysis reveals patterns of age‐related change in anterior chamber depth for gender and ethnicity: clinical implications

(2020) Jack Phu et al.   OPHTHALMIC AND PHYSIOLOGICAL OPTICS

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

(2020) Tae Keun Yoo et al.   JAMA Ophthalmology

Data augmentation for skin lesion using self-attention based progressive generative adversarial network

(2020) Ibrahim Saad Aly Abdelhalim et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI

(2020) Erico Tjoa et al.   IEEE Transactions on Neural Networks and Learning Systems

A Deep Learning System for Automated Angle-Closure Detection in Anterior Segment Optical Coherence Tomography Images

(2019) Huazhu Fu et al.   AMERICAN JOURNAL OF OPHTHALMOLOGY

Paired cycle‐GAN‐based image correction for quantitative cone‐beam computed tomography

(2019) Joseph Harms et al.   MEDICAL PHYSICS

Development and Validation of Deep Learning Models for Screening Multiple Abnormal Findings in Retinal Fundus Images

(2019) Jaemin Son et al.   OPHTHALMOLOGY

Automatic Classification of Anterior Chamber Angle Using Ultrasound Biomicroscopy and Deep Learning

(2019) Guohua Shi et al.   Translational Vision Science & Technology

A comparison between a white LED confocal imaging system and a conventional flash fundus camera using chromaticity analysis

(2019) Valentina Sarao et al.   BMC Ophthalmology

Data augmentation using generative adversarial networks (CycleGAN) to improve generalizability in CT segmentation tasks

(2019) Veit Sandfort et al.   Scientific Reports

Deep Learning Classifiers for Automated Detection of Gonioscopic Angle Closure Based on Anterior Segment OCT Images

(2019) Benjamin Y. Xu et al.   AMERICAN JOURNAL OF OPHTHALMOLOGY

Spatio-temporal deformable 3D ConvNets with attention for action recognition

(2019) Jun Li et al.   PATTERN RECOGNITION

MediMLP: Using Grad-CAM to Extract Crucial Variables for Lung Cancer Postoperative Complication Prediction

(2019) Tao He et al.   IEEE Journal of Biomedical and Health Informatics

Angle-Closure Detection in Anterior Segment OCT Based on Multilevel Deep Network

(2019) Huazhu Fu et al.   IEEE Transactions on Cybernetics

Prediction of Incident Hypertension Within the Next Year: Prospective Study Using Statewide Electronic Health Records and Machine Learning

(2018) Chengyin Ye et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning

(2018) Ryan Poplin et al.   Nature Biomedical Engineering

GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification

(2018) Maayan Frid-Adar et al.   NEUROCOMPUTING

Explainable machine-learning predictions for the prevention of hypoxaemia during surgery

(2018) Scott M. Lundberg et al.   Nature Biomedical Engineering

Exudate detection in fundus images using deeply-learnable features

(2018) Parham Khojasteh et al.   COMPUTERS IN BIOLOGY AND MEDICINE

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

Progress in anterior chamber angle imaging for glaucoma risk prediction – A review on clinical equipment, practice and research

(2016) Shinoj V.K. et al.   MEDICAL ENGINEERING & PHYSICS

A Morphological Hessian Based Approach for Retinal Blood Vessels Segmentation and Denoising Using Region Based Otsu Thresholding

(2016) Khan BahadarKhan et al.   PLoS One

Accommodative changes in anterior chamber depth in patients with high myopia

(2012) Boris E. Malyugin et al.   JOURNAL OF CATARACT AND REFRACTIVE SURGERY

Blindness and Long-Term Progression of Visual Field Defects in Chinese Patients With Primary Angle-Closure Glaucoma

(2011) Desmond T.L. Quek et al.   AMERICAN JOURNAL OF OPHTHALMOLOGY

Anterior Chamber Depth and Chamber Angle and Their Associations with Ocular and General Parameters: The Beijing Eye Study

(2008) Liang Xu et al.   AMERICAN JOURNAL OF OPHTHALMOLOGY

Anterior chamber depth and primary angle-closure glaucoma: an evolutionary perspective

(2008) Robert J Casson   CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY