Cargando…

AOSLO-net: A Deep Learning-Based Method for Automatic Segmentation of Retinal Microaneurysms From Adaptive Optics Scanning Laser Ophthalmoscopy Images

PURPOSE: Accurate segmentation of microaneurysms (MAs) from adaptive optics scanning laser ophthalmoscopy (AOSLO) images is crucial for identifying MA morphologies and assessing the hemodynamics inside the MAs. Herein, we introduce AOSLO-net to perform automatic MA segmentation from AOSLO images of...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhang, Qian, Sampani, Konstantina, Xu, Mengjia, Cai, Shengze, Deng, Yixiang, Li, He, Sun, Jennifer K., Karniadakis, George Em
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	The Association for Research in Vision and Ophthalmology 2022
Materias:	Artificial Intelligence
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9366726/ https://www.ncbi.nlm.nih.gov/pubmed/35938881 http://dx.doi.org/10.1167/tvst.11.8.7

Ejemplares similares

Computational investigation of blood cell transport in retinal microaneurysms
por: Li, He, et al.
Publicado: (2022)

Predictive modelling of thrombus formation in diabetic retinal microaneurysms
por: Li, He, et al.
Publicado: (2020)

Automatic Identification and Segmentation of Orbital Blowout Fractures Based on Artificial Intelligence
por: Bao, Xiao-li, et al.
Publicado: (2023)

BRAVE-NET: Fully Automated Arterial Brain Vessel Segmentation in Patients With Cerebrovascular Disease
por: Hilbert, Adam, et al.
Publicado: (2020)

Fully Automated Segmentation of Human Eyeball Using Three-Dimensional U-Net in T2 Magnetic Resonance Imaging
por: Yang, Jin-Ju, et al.
Publicado: (2023)

AxoNet 2.0: A Deep Learning-Based Tool for Morphometric Analysis of Retinal Ganglion Cell Axons
por: Goyal, Vidisha, et al.
Publicado: (2023)

DeepHeartCT: A fully automatic artificial intelligence hybrid framework based on convolutional neural network and multi-atlas segmentation for multi-structure cardiac computed tomography angiography image segmentation
por: Bui, Vy, et al.
Publicado: (2022)

MSGANet-RAV: A multiscale guided attention network for artery-vein segmentation and classification from optic disc and retinal images
por: Chowdhury, A Z M Ehtesham, et al.
Publicado: (2022)

Artificial intelligence velocimetry and microaneurysm-on-a-chip for three-dimensional analysis of blood flow in physiology and disease
por: Cai, Shengze, et al.
Publicado: (2021)

Acronyms and Opportunities for Improving Deep Nets
por: Church, Kenneth, et al.
Publicado: (2021)

Automatic configuration of the Cassandra database using irace
por: Silva-Muñoz, Moisés, et al.
Publicado: (2021)

Automatic Artifact Detection Algorithm in Fetal MRI
por: Lim, Adam, et al.
Publicado: (2022)

Domain Generalization for Language-Independent Automatic Speech Recognition
por: Gao, Heting, et al.
Publicado: (2022)

Estimation of Diabetic Retinal Microaneurysm Perfusion Parameters Based on Computational Fluid Dynamics Modeling of Adaptive Optics Scanning Laser Ophthalmoscopy
por: Bernabeu, Miguel O., et al.
Publicado: (2018)

The interactive reading task: Transformer-based automatic item generation
por: Attali, Yigal, et al.
Publicado: (2022)

MagNet: Detecting Digital Presentation Attacks on Face Recognition
por: Agarwal, Akshay, et al.
Publicado: (2021)

Semantic Representations for NLP Using VerbNet and the Generative Lexicon
por: Brown, Susan Windisch, et al.
Publicado: (2022)

Self-Net: Lifelong Learning via Continual Self-Modeling
por: Mandivarapu, Jaya Krishna, et al.
Publicado: (2020)

Automatic emotion recognition in healthcare data using supervised machine learning
por: Azam, Nazish, et al.
Publicado: (2021)

Automatic Speech Recognition in Noise for Parkinson's Disease: A Pilot Study
por: Goudarzi, Alireza, et al.
Publicado: (2021)

Politics by Automatic Means? A Critique of Artificial Intelligence Ethics at Work
por: Cole, Matthew, et al.
Publicado: (2022)

General-Purpose Bayesian Tensor Learning With Automatic Rank Determination and Uncertainty Quantification
por: Zhang, Kaiqi, et al.
Publicado: (2022)

Automatic classification of signal regions in (1)H Nuclear Magnetic Resonance spectra
por: Fischetti, Giulia, et al.
Publicado: (2023)

Towards the portability of knowledge in reinforcement learning-based systems for automatic drone navigation
por: Barreiro, José M., et al.
Publicado: (2023)

ResMem-Net: memory based deep CNN for image memorability estimation
por: Praveen, Arockia, et al.
Publicado: (2021)

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

Association of Microaneurysms on Adaptive Optics Scanning Laser Ophthalmoscopy With Surrounding Neuroretinal Pathology and Visual Function in Diabetes
por: Lammer, Jan, et al.
Publicado: (2018)

Comparison of multicolor scanning laser ophthalmoscopy and optical coherence tomography angiography for detection of microaneurysms in diabetic retinopathy
por: Sakono, Takato, et al.
Publicado: (2021)

MPS-Net: Multi-Point Supervised Network for CT Image Segmentation of COVID-19
Publicado: (2021)

A Hybrid System for Automatic Identification of Corneal Layers on In Vivo Confocal Microscopy Images
por: Tang, Ningning, et al.
Publicado: (2023)

Deep learning-based automatic action extraction from structured chemical synthesis procedures
por: Vaškevičius, Mantas, et al.
Publicado: (2023)

Face-voice based multimodal biometric authentication system via FaceNet and GMM
por: Alharbi, Bayan, et al.
Publicado: (2023)

Automatic Detection of Flavescence Dorée Symptoms Across White Grapevine Varieties Using Deep Learning
por: Boulent, Justine, et al.
Publicado: (2020)

Automatic modeling of student characteristics with interaction and physiological data using machine learning: A review
por: Orji, Fidelia A., et al.
Publicado: (2022)

Deep Ensemble Learning for Retinal Image Classification
por: Ho, Edward, et al.
Publicado: (2022)

MSD-Net: Multi-Scale Discriminative Network for COVID-19 Lung Infection Segmentation on CT
Publicado: (2020)

Etiology of Macular Edema Defined by Deep Learning in Optical Coherence Tomography Scans
por: Padilla-Pantoja, Fabio Daniel, et al.
Publicado: (2022)

A machine learning approach to automatic detection of irregularity in skin lesion border using dermoscopic images
por: Ali, Abder-Rahman, et al.
Publicado: (2020)

A semi-automatic motion-constrained Graph Cut algorithm for Pedestrian Detection in thermal surveillance videos
por: Oluyide, Oluwakorede Monica, et al.
Publicado: (2022)

Automatic Multilabel Classification of Multiple Fundus Diseases Based on Convolutional Neural Network With Squeeze-and-Excitation Attention
por: Lu, Zhenzhen, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_vcfll5bni74b51o7c3jrpfhlmq