Cargando…

Deep learning-based classification of infectious keratitis on slit-lamp images

BACKGROUND: Infectious keratitis (IK) is an ocular emergency caused by a variety of microorganisms, including bacteria, fungi, viruses, and parasites. Culture-based methods were the gold standard for diagnosing IK, but difficult biopsy, delaying report, and low positive rate limited their clinical a...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhang, Zijun, Wang, Haoyu, Wang, Shigeng, Wei, Zhenyu, Zhang, Yang, Wang, Zhiqun, Chen, Kexin, Ou, Zhonghong, Liang, Qingfeng
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	SAGE Publications 2022
Materias:	Artificial Intelligence related Optical Bioimaging markers in inflammatory and degenerative diseases
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9666706/ https://www.ncbi.nlm.nih.gov/pubmed/36407021 http://dx.doi.org/10.1177/20406223221136071

Ejemplares similares

CMS-NET: deep learning algorithm to segment and quantify the ciliary muscle in swept-source optical coherence tomography images
por: Chen, Wen, et al.
Publicado: (2023)

The early diagnostic value of optical coherence tomography (OCT) and OCT angiography in thyroid-associated ophthalmopathy
por: Xu, Bei, et al.
Publicado: (2023)

Time-domain full-field optical coherence tomography (TD-FF-OCT) in ophthalmic imaging
por: Zhang, Jinze, et al.
Publicado: (2023)

Ocular microvascular alteration in Sjögren’s syndrome treated with hydroxychloroquine: an OCTA clinical study
por: Yu, Chao, et al.
Publicado: (2023)

Optical coherence tomography biomarkers as predictors of transition to chronic central serous chorioretinopathy after retinal laser photocoagulation
por: Huang, Ying, et al.
Publicado: (2023)

Development and multi-center validation of machine learning model for early detection of fungal keratitis
por: Wei, Zhenyu, et al.
Publicado: (2023)

Monitoring the Progression of Clinically Suspected Microbial Keratitis Using Convolutional Neural Networks
por: Kuo, Ming-Tse, et al.
Publicado: (2023)

AI-Based Decision-Support System for Diagnosing Acanthamoeba Keratitis Using In Vivo Confocal Microscopy Images
por: Lincke, Alisa, et al.
Publicado: (2023)

Automatic Diagnosis of Infectious Keratitis Based on Slit Lamp Images Analysis
por: Hu, Shaodan, et al.
Publicado: (2023)

Predicting energy use in construction using Extreme Gradient Boosting
por: Han, Jiaming, et al.
Publicado: (2023)

Domain Adaptation Using Convolutional Autoencoder and Gradient Boosting for Adverse Events Prediction in the Intensive Care Unit
por: Zhu, Yuanda, et al.
Publicado: (2022)

Interpretable machine learning for predicting pathologic complete response in patients treated with chemoradiation therapy for rectal adenocarcinoma
por: Wang, Du, et al.
Publicado: (2022)

The analysis of the structural parameter influences on measurement errors in a binocular 3D reconstruction system: a portable 3D system
por: Sha, Ou, et al.
Publicado: (2023)

A knowledge graph based question answering method for medical domain
por: Huang, Xiaofeng, et al.
Publicado: (2021)

Extended depth-of-field light-sheet microscopy improves imaging of large volumes at high numerical aperture
por: Keomanee-Dizon, Kevin, et al.
Publicado: (2022)

Femtosecond laser preparation of resin embedded samples for correlative microscopy workflows in life sciences
por: Bosch, Carles, et al.
Publicado: (2023)

A Multicenter Clinical Study of the Automated Fundus Screening Algorithm
por: Li, Fei, et al.
Publicado: (2022)

A non-negative feedback self-distillation method for salient object detection
por: Chen, Lei, et al.
Publicado: (2023)

Spatio-temporal causal graph attention network for traffic flow prediction in intelligent transportation systems
por: Zhao, Wei, et al.
Publicado: (2023)

Image classification adversarial attack with improved resizing transformation and ensemble models
por: Li, Chenwei, et al.
Publicado: (2023)

ROA: A Rapid Learning Scheme for In-Situ Memristor Networks
por: Zhang, Wenli, et al.
Publicado: (2021)

Multi-supervised bidirectional fusion network for road-surface condition recognition
por: Zhang, Hongbin, et al.
Publicado: (2023)

Ultrasonic based concrete defects identification via wavelet packet transform and GA-BP neural network
por: Hu, Tianyu, et al.
Publicado: (2021)

RatUNet: residual U-Net based on attention mechanism for image denoising
por: Zhang, Huibin, et al.
Publicado: (2022)

Research on land cover type classification method based on improved MaskFormer for remote sensing images
por: Chen, Haiwen, et al.
Publicado: (2023)

Application of Laser-Induced Breakdown Spectroscopy Coupled With Spectral Matrix and Convolutional Neural Network for Identifying Geographical Origins of Gentiana rigescens Franch
por: Li, Xiaolong, et al.
Publicado: (2021)

Fluence Map Prediction Using Deep Learning Models – Direct Plan Generation for Pancreas Stereotactic Body Radiation Therapy
por: Wang, Wentao, et al.
Publicado: (2020)

Metagenome Investigation of Ocular Microbiota of Cataract Patients With and Without Type 2 Diabetes
por: Shao, Zheng, et al.
Publicado: (2023)

Recognition of multi-modal fusion images with irregular interference
por: Wang, Yawei, et al.
Publicado: (2022)

Research on emotion classification technology of movie reviews based on topic attention mechanism and dual channel long short term memory
por: Wang, Yufei
Publicado: (2023)

Data augmentation-based conditional Wasserstein generative adversarial network-gradient penalty for XSS attack detection system
por: Mokbal, Fawaz Mahiuob Mohammed, et al.
Publicado: (2020)

Deep skin diseases diagnostic system with Dual-channel Image and Extracted Text
por: Li, Huanyu, et al.
Publicado: (2023)

A lightweight intrusion detection method for IoT based on deep learning and dynamic quantization
por: Wang, Zhendong, et al.
Publicado: (2023)

Attention enhanced capsule network for text classification by encoding syntactic dependency trees with graph convolutional neural network
por: Jia, Xudong, et al.
Publicado: (2022)

A novel hybrid-based approach of snort automatic rule generator and security event correlation (SARG-SEC)
por: Jaw, Ebrima, et al.
Publicado: (2022)

Intelligent lecture recording system based on coordination of face-detection and pedestrian dead reckoning
por: Wang, Hu, et al.
Publicado: (2022)

An artificial intelligence based news feature mining system based on the Internet of Things and multi-sensor fusion
por: Xie, Zhuozheng, et al.
Publicado: (2023)

Medical Information Mart for Intensive Care: A Foundation for the Fusion of Artificial Intelligence and Real-World Data
por: Rogers, Paul, et al.
Publicado: (2021)

A Model of Unified Perception and Cognition
por: Wang, Pei, et al.
Publicado: (2022)

Hierarchical semantic interaction-based deep hashing network for cross-modal retrieval
por: Chen, Shubai, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_mtfa44bltcps92ngccobq737bp