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

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 the likelihood of need for future keratoplasty intervention using artificial intelligence

(2020) Siamak Yousefi et al.   Ocular Surface

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

(2020) Gwenolé Quellec et al.   MEDICAL IMAGE ANALYSIS

Artificial intelligence in ophthalmology during COVID-19 and in the post COVID-19 era

(2020) Joelle A. Hallak et al.   CURRENT OPINION IN OPHTHALMOLOGY

Detection of features associated with neovascular age-related macular degeneration in ethnically distinct data sets by an optical coherence tomography: trained deep learning algorithm

(2020) Tyler Hyungtaek Rim et al.   BRITISH JOURNAL OF OPHTHALMOLOGY

AI-based detection of erythema migrans and disambiguation against other skin lesions

(2020) Philippe M. Burlina et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Toward automated severe pharyngitis detection with smartphone camera using deep learning networks

(2020) Tae Keun Yoo et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Deep learning for identifying corneal diseases from ocular surface slit-lamp photographs

(2020) Hao Gu et al.   Scientific Reports

Low-Shot Deep Learning of Diabetic Retinopathy With Potential Applications to Address Artificial Intelligence Bias in Retinal Diagnostics and Rare Ophthalmic Diseases

(2020) Philippe Burlina et al.   JAMA Ophthalmology

Deep learning can generate traditional retinal fundus photographs using ultra-widefield images via generative adversarial networks

(2020) Tae Keun Yoo et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Assessment of Deep Generative Models for High-Resolution Synthetic Retinal Image Generation of Age-Related Macular Degeneration

(2019) Philippe M. Burlina et al.   JAMA Ophthalmology

Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task

(2019) Titus J. Brinker et al.   EUROPEAN JOURNAL OF CANCER

Deep-learning based multiclass retinal fluid segmentation and detection in optical coherence tomography images using a fully convolutional neural network

(2019) Donghuan Lu et al.   MEDICAL IMAGE ANALYSIS

Automated Ocular Surface Image Analysis and Health-Related Quality of Life Utility Tool to Measure Blepharokeratoconjunctivitis Activity in Children

(2019) Huda Al-Hayouti et al.   CORNEA

Computer Algorithms Show Potential for Improving Dermatologists’ Accuracy to Diagnose Cutaneous Melanoma; Results of ISIC 2017

(2019) Michael A. Marchetti et al.   JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY

Pterygium-Net: a deep learning approach to pterygium detection and localization

(2019) Mohd Asyraf Zulkifley et al.   MULTIMEDIA TOOLS AND APPLICATIONS

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

(2019) Veit Sandfort et al.   Scientific Reports

The impact of patient clinical information on automated skin cancer detection

(2019) Andre G.C. Pacheco et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning

(2018) Daniel S. Kermany et al.   CELL

Skin lesion segmentation in dermoscopy images via deep full resolution convolutional networks

(2018) Mohammed A. Al-masni et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Road Damage Detection and Classification Using Deep Neural Networks with Smartphone Images

(2018) Hiroya Maeda et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

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

(2018) Maayan Frid-Adar et al.   NEUROCOMPUTING

Deep learning ensembles for melanoma recognition in dermoscopy images

(2017) N. C. F. Codella et al.   IBM JOURNAL OF RESEARCH AND DEVELOPMENT

Protective effects of biodegradable collagen implants on thinned sclera after strabismus surgery: a paired-eye study

(2017) Tae Keun Yoo et al.   JOURNAL OF AAPOS

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

(2017) Joon Yul Choi et al.   PLoS One

Management of Primary Acquired Melanosis, Nevus, and Conjunctival Melanoma

(2016) Andrew Kao et al.   Cancer Control

Effect of Three-Dimensional Printed Personalized Moisture Chamber Spectacles on the Periocular Humidity

(2016) Chan Hee Moon et al.   Journal of Ophthalmology

A Retrospective Review of Conjunctival Melanoma Presentation, Treatment, and Outcome and an Investigation of Features Associated WithBRAFMutations

(2015) Ann-Cathrine Larsen et al.   JAMA Ophthalmology

Management of Pigmented Conjunctival Lesions

(2012) Patrick Oellers et al.   Ocular Surface

Conjunctival melanoma and melanosis: a reappraisal of terminology, classification and staging

(2009) Bertil Damato et al.   CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY