AIMC Topic: Retina
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Classification Criteria for Birdshot Chorioretinitis.
American journal of ophthalmology
Apr 15, 2021
PURPOSE: To determine classification criteria for birdshot chorioretinitis.
Artificial intelligence in OCT angiography.
Progress in retinal and eye research
Mar 22, 2021
Optical coherence tomographic angiography (OCTA) is a non-invasive imaging modality that provides three-dimensional, information-rich vascular images. With numerous studies demonstrating unique capabilities in biomarker quantification, diagnosis, and...
Robust Content-Adaptive Global Registration for Multimodal Retinal Images Using Weakly Supervised Deep-Learning Framework.
IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Feb 25, 2021
Multimodal retinal imaging plays an important role in ophthalmology. We propose a content-adaptive multimodal retinal image registration method in this paper that focuses on the globally coarse alignment and includes three weakly supervised neural ne...
Fast and precise single-cell data analysis using a hierarchical autoencoder.
Nature communications
Feb 15, 2021
A primary challenge in single-cell RNA sequencing (scRNA-seq) studies comes from the massive amount of data and the excess noise level. To address this challenge, we introduce an analysis framework, named single-cell Decomposition using Hierarchical ...
Unraveling the deep learning gearbox in optical coherence tomography image segmentation towards explainable artificial intelligence.
Communications biology
Feb 5, 2021
Machine learning has greatly facilitated the analysis of medical data, while the internal operations usually remain intransparent. To better comprehend these opaque procedures, a convolutional neural network for optical coherence tomography image seg...
Tomography, Optical Coherence
Retina
Image Interpretation, Computer-Assisted
Observer Variation
Deep Learning
Clinical Competence
Multimodal Imaging
Retinal Diseases
Macaca fascicularis
Algorithms
Retrospective Studies
Female
Reproducibility of Results
Adult
Animals
Male
Middle Aged
Humans
Neural Networks, Computer
Artificial Intelligence
Machine Learning
Functional parcellation of mouse visual cortex using statistical techniques reveals response-dependent clustering of cortical processing areas.
PLoS computational biology
Feb 4, 2021
The visual cortex of the mouse brain can be divided into ten or more areas that each contain complete or partial retinotopic maps of the contralateral visual field. It is generally assumed that these areas represent discrete processing regions. In co...
Choroid Segmentation of Retinal OCT Images Based on CNN Classifier and - Fitter.
Computational and mathematical methods in medicine
Jan 15, 2021
Optical coherence tomography (OCT) is a noninvasive cross-sectional imaging technology used to examine the retinal structure and pathology of the eye. Evaluating the thickness of the choroid using OCT images is of great interests for clinicians and r...
FFU-Net: Feature Fusion U-Net for Lesion Segmentation of Diabetic Retinopathy.
BioMed research international
Jan 2, 2021
Diabetic retinopathy is one of the main causes of blindness in human eyes, and lesion segmentation is an important basic work for the diagnosis of diabetic retinopathy. Due to the small lesion areas scattered in fundus images, it is laborious to segm...
Deep Learning in Toxicologic Pathology: A New Approach to Evaluate Rodent Retinal Atrophy.
Toxicologic pathology
Dec 29, 2020
Quantification of retinal atrophy, caused by therapeutics and/or light, by manual measurement of retinal layers is labor intensive and time-consuming. In this study, we explored the role of deep learning (DL) in automating the assessment of retinal a...
Predicting wet age-related macular degeneration (AMD) using DARC (detecting apoptosing retinal cells) AI (artificial intelligence) technology.
Expert review of molecular diagnostics
Dec 28, 2020
OBJECTIVES: To assess a recently described CNN (convolutional neural network) DARC (Detection of Apoptosing Retinal Cells) algorithm in predicting new Subretinal Fluid (SRF) formation in Age-related-Macular-Degeneration (AMD).
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