Feature preserving mesh network for semantic segmentation of retinal vasculature to support ophthalmic disease analysis

Feature preserving mesh network for semantic segmentation of retinal vasculature to support ophthalmic disease analysis

IntroductionOphthalmic diseases are approaching an alarming count across the globe. Typically, ophthalmologists depend on manual methods for the analysis of different ophthalmic diseases such as glaucoma, Sickle cell retinopathy (SCR), diabetic retinopathy, and hypertensive retinopathy. All these ma...

Full description

Bibliographic Details
Main Authors:	Syed Muhammad Ali Imran, Muhammad Waqas Saleem, Muhammad Talha Hameed, Abida Hussain, Rizwan Ali Naqvi, Seung Won Lee
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2023-01-01
Series:	Frontiers in Medicine
Subjects:	ophthalmic diseases retinal vasculature retinal image segmentation semantic segmentation computer–aided diagnosis
Online Access:	https://www.frontiersin.org/articles/10.3389/fmed.2022.1040562/full

Similar Items

Segmenting Retinal Vessels Using a Shallow Segmentation Network to Aid Ophthalmic Analysis
by: Muhammad Arsalan, et al.
Published: (2022-05-01)

Role of Smad4 from ocular surface ectoderm in retinal vasculature development
by: Jing Li, et al.
Published: (2020-02-01)

Enhancing Retinal Blood Vessel Segmentation through Self-Supervised Pre-Training
by: José Morano, et al.
Published: (2020-08-01)

Quantitative analysis of retinal vasculature in normal eyes using ultra-widefield fluorescein angiography
by: Jing-Wen Jiang, et al.
Published: (2021-12-01)

Centerline Extraction of Vasculature Mesh
by: Mingqiang Wei, et al.
Published: (2018-01-01)

Automatic Tortuosity Estimation of Nerve Fibers and Retinal Vessels in Ophthalmic Images
by: Honghan Chen, et al.
Published: (2020-07-01)

Glaucoma related retinal oximetry: a technology update
by: Yap ZL, et al.
Published: (2018-01-01)

Phenylephrine Affects Peripapillary Retinal Vasculature—an Optic Coherence Tomography Angiography Study
by: Jingyi Cheng, et al.
Published: (2017-12-01)

Quantitative Analysis of Retinal Vasculature in Rhegmatogenous Retinal Detachment Based on Ultra-Widefield Fundus Imaging
by: Bingkai Feng, et al.
Published: (2022-01-01)

Analysis of the Retinal and Choroidal Vasculature Using Ultrawidefield Fundus Imaging in Mild Cognitive Impairment and Normal Cognition
by: Suzanna Joseph, et al.
Published: (2024-07-01)

Is retinal vasculature a biomarker in amyloid proven Alzheimer's disease?
by: Jurre denHaan, et al.
Published: (2019-12-01)

Modelling of retinal vasculature based on genetically tuned parametric L-system
by: Seyed Mohammad Ali Aghamirmohammadali, et al.
Published: (2018-01-01)

Comparative Analysis of Vessel Segmentation Techniques in Retinal Images
by: Azhar Imran, et al.
Published: (2019-01-01)

Large is required for normal astrocyte migration and retinal vasculature development
by: Min Zhou, et al.
Published: (2017-04-01)

Ophthalmic Manifestations of Acute and Chronic Leukemias in a tertiary center in India
by: Jacob Koshy, et al.
Published: (2014-08-01)

Microglia Contribution to the Regulation of the Retinal and Choroidal Vasculature in Age-Related Macular Degeneration
by: C. Henrique Alves, et al.
Published: (2020-05-01)

An algorithm for managing surgical patients with acute retinal necrosis
by: V. V. Neroev, et al.
Published: (2018-12-01)

Retinal Blood Vessels Segmentation using Local Ternary Pattern
by: Bibi Misbah Kazmi, et al.
Published: (2021-03-01)

Ophthalmic manifestations of congenital protein C deficiency: a case report and mini review
by: Fariba Ghassemi, et al.
Published: (2020-07-01)

Deep Learning-Based Detection of Pigment Signs for Analysis and Diagnosis of Retinitis Pigmentosa
by: Muhammad Arsalan, et al.
Published: (2020-06-01)

Ophthalmic manifestations of acute and chronic leukemias presenting to a tertiary care center in India
by: Jacob Koshy, et al.
Published: (2015-01-01)

Recent Advanced Deep Learning Architectures for Retinal Fluid Segmentation on Optical Coherence Tomography Images
by: Mengchen Lin, et al.
Published: (2022-04-01)

Automatic segmentation, feature extraction and comparison of healthy and stroke cerebral vasculature
by: Aditi Deshpande, et al.
Published: (2021-01-01)

Modified pixel level snake using bottom hat transformation for evolution of retinal vasculature map
by: Meenu Garg, et al.
Published: (2021-06-01)

PixelBNN: Augmenting the PixelCNN with Batch Normalization and the Presentation of a Fast Architecture for Retinal Vessel Segmentation
by: Henry A. Leopold, et al.
Published: (2019-02-01)

A New Preclinical Model of Retinitis Pigmentosa Due to Pde6g Deficiency
by: Michelle Carmen Jentzsch, PhD, et al.
Published: (2023-12-01)

GAN-Based Approach for Diabetic Retinopathy Retinal Vasculature Segmentation
by: Anila Sebastian, et al.
Published: (2023-12-01)

Retinal microvascular and neuronal pathologies probed in vivo by adaptive optical two-photon fluorescence microscopy
by: Qinrong Zhang, et al.
Published: (2023-04-01)

The Role of the Ophthalmic Genetics Multidisciplinary Team in the Management of Inherited Retinal Degenerations—A Case-Based Review
by: Marcus P. Conway, et al.
Published: (2024-01-01)

Retinal layer segmentation using gradient feature calculation in OCT
by: Lei Liu, et al.
Published: (2024-11-01)

VIsion Salvage Using Intra-Ophthalmic Arterial Alteplase Combine with Nimodipine in Central Retinal Artery Occlusion (VISION)
by: Kobkitsuksakul C, et al.
Published: (2023-04-01)

Retina-Brain Homology: The Correlation Between Ophthalmic or Retinal Artery Occlusion and Ischemic Stroke
by: Yao Y, et al.
Published: (2024-08-01)

A Multi-Anatomical Retinal Structure Segmentation System for Automatic Eye Screening Using Morphological Adaptive Fuzzy Thresholding
by: Jasem Almotiri, et al.
Published: (2018-01-01)

Optic disc and retinal vascular features in first 6 years of Chinese children
by: Guina Liu, et al.
Published: (2023-03-01)

Diabetes and Retinal Vascular Dysfunction
by: Eui Seok Shin, et al.
Published: (2014-01-01)

Microvascular comparison in younger and older patients with retinal vein occlusion analyzed by OCT angiography
by: Panpan Ye, et al.
Published: (2021-04-01)

Retinal vascular reactivity in carriers of X-linked inherited retinal disease – a study using optical coherence tomography angiography
by: Sena Ayse Gocuk, et al.
Published: (2024-07-01)

Resistive index of ophthalmic artery correlates with retinal pigment epithelial alterations on spectral domain optical coherence tomography in diabetic retinopathy
by: Manila Khatri, et al.
Published: (2018-04-01)

Retinal ischemia induces α-SMA-mediated capillary pericyte contraction coincident with perivascular glycogen depletion
by: Luis Alarcon-Martinez, et al.
Published: (2019-08-01)

Metrics of retinal vasculature detected on OCTA in carotid artery stenosis: A systematic review and meta-analysis
by: Kaibao Ji, et al.
Published: (2024-12-01)