Ophthalmology

Latest AI and machine learning research in ophthalmology for healthcare professionals.

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Showing 2601-2620 of 9,832 articles

Intelligent cataract surgery supervision and evaluation via deep learning.

PURPOSE: To assess the performance of a deep learning (DL) algorithm for evaluating and supervising cataract extraction using phacoemulsification with intraocular lens (IOL) implantation based on cataract surgery (CS) videos.

Jun 25 2022 35760343

Drowsiness Detection Using Ocular Indices from EEG Signal.

Drowsiness is one of the main causes of road accidents and endangers the lives of road users. Recently, there has been considerable interest in utilizing features extracted from electroencephalography (EEG) signals to detect driver drowsiness. However, in most of the work performed in this area, the eyeblink or ocular artifacts present in EEG signals are considered noise and are removed during the...

Jun 24 2022 35808261
Research Progress of Artificial Intelligence Image Analysis in Systemic Disease-Related Ophthalmopathy.

The eye is one of the most important organs of the human body. Eye diseases are closely related to other systemic diseases, both of which influence ea...

Jun 24 2022 35783011
Fast and Efficient Method for Optical Coherence Tomography Images Classification Using Deep Learning Approach.

The use of optical coherence tomography (OCT) in medical diagnostics is now common. The growing amount of data leads us to propose an automated suppor...

Jun 21 2022 35808169
Fuzzy Medical Computer Vision Image Restoration and Visual Application.

In order to shorten the image registration time and improve the imaging quality, this paper proposes a fuzzy medical computer vision image information...

Jun 21 2022 35774301
Study on the Application of Visual Communication Design in APP Interface Design in the Context of Deep Learning.

Visual communication concepts enable linguistics or semiotics to the teaching of visual communication designs, creating graphic designs into an innova...

Jun 20 2022 35769267
Deep-Learning-Based Wireless Visual Sensor System for Shiitake Mushroom Sorting.

The shiitake mushroom is the second-largest edible mushroom in the world, with a high nutritional and medicinal value. The surface texture of shiitake...

Jun 18 2022 35746391
Machine learning for comprehensive prediction of high risk for Alzheimer's disease based on chromatic pupilloperimetry.

Currently there are no reliable biomarkers for early detection of Alzheimer's disease (AD) at the preclinical stage. This study assessed the pupil lig...

Jun 15 2022 35705601
Deep learning based analysis of microstructured materials for thermal radiation control.

Microstructured materials that can selectively control the optical properties are crucial for the development of thermal management systems in aerospa...

Jun 13 2022 35697745
A non-destructive methodology for determination of cantaloupe sugar content using machine vision and deep learning.

BACKGROUND: To determine the maturity of cantaloupe, measuring the soluble solid content (SSC) as the indicator of sugar content based on the refracto...

Jun 10 2022 35596652
A deep learning model combining multimodal radiomics, clinical and imaging features for differentiating ocular adnexal lymphoma from idiopathic orbital inflammation.

OBJECTIVES: To evaluate the value of deep learning (DL) combining multimodal radiomics and clinical and imaging features for differentiating ocular ad...

Jun 8 2022 35674824
A Deep Learning Framework for Earlier Prediction of Diabetic Retinopathy from Fundus Photographs.

Diabetic patients can also be identified immediately utilizing retinopathy photos, but it is a challenging task. The blood veins visible in fundus pho...

Jun 7 2022 35711528
Predicting persistent central serous chorioretinopathy using multiple optical coherence tomographic images by deep learning.

We sought to predict whether central serous chorioretinopathy (CSC) will persist after 6 months using multiple optical coherence tomography (OCT) imag...

Jun 4 2022 35661150
Enhancing the Sense of Attention from an Assistance Mobile Robot by Improving Eye-Gaze Contact from Its Iconic Face Displayed on a Flat Screen.

One direct way to express the sense of attention in a human interaction is through the gaze. This paper presents the enhancement of the sense of atten...

Jun 4 2022 35684903
Machine Learning Methods for Exploring Sequence Determinants of 3D Genome Organization.

In higher eukaryotic cells, chromosomes are folded inside the nucleus. Recent advances in whole-genome mapping technologies have revealed the multisca...

Jun 2 2022 35659533
Deep-SAGA: a deep-learning-based system for automatic gaze annotation from eye-tracking data.

With continued advancements in portable eye-tracker technology liberating experimenters from the restraints of artificial laboratory designs, research...

Jun 1 2022 35650384
Neural Schrödinger Equation: Physical Law as Deep Neural Network.

We show a new family of neural networks based on the Schrödinger equation (SE-NET). In this analogy, the trainable weights of the neural networks corr...

Jun 1 2022 34731081
Improving Medical Images Classification With Label Noise Using Dual-Uncertainty Estimation.

Deep neural networks are known to be data-driven and label noise can have a marked impact on model performance. Recent studies have shown great robust...

Jun 1 2022 34995185
An automated auroral detection system using deep learning: real-time operation in Tromsø, Norway.

The activity of citizen scientists who capture images of aurora borealis using digital cameras has recently been contributing to research regarding sp...

May 31 2022 35641512
The Influence of Artificial Intelligence on Visual Elements of Web Page Design under Machine Vision.

As the presentation form of the web, web pages contain a lot of important information in web design. As many information carriers, such as sound, grap...

May 31 2022 35685130
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