Automated Glaucoma Screening and Diagnosis Based on Retinal Fundus Images Using Deep Learning Approaches: A Comprehensive Review

QR رمز

Automated Glaucoma Screening and Diagnosis Based on Retinal Fundus Images Using Deep Learning Approaches: A Comprehensive Review

Glaucoma is a chronic eye disease that may lead to permanent vision loss if it is not diagnosed and treated at an early stage. The disease originates from an irregular behavior in the drainage flow of the eye that eventually leads to an increase in intraocular pressure, which in the severe stage of...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:	Diagnostics
المؤلف الرئيسي:	2-s2.0-85164927945
التنسيق:	Review
اللغة:	English
منشور في:	Multidisciplinary Digital Publishing Institute (MDPI) 2023
الوصول للمادة أونلاين:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85164927945&doi=10.3390%2fdiagnostics13132180&partnerID=40&md5=9a1297188ca2bc9e9246390ac4554456

مواد مشابهة

Handwriting Image Classification for Automated Diagnosis of Learning Disabilities: A Review on Deep Learning Models and Future Directions
بواسطة: Sukiman S.A.; Husin N.A.; Hamdan H.; Murad M.A.A.
منشور في: (2024)

A Review of Deep Learning Techniques for Lung Cancer Screening and Diagnosis Based on CT Images
بواسطة: 2-s2.0-85169056234
منشور في: (2023)

Challenges and solutions of deep learning-based automated liver segmentation: A systematic review
بواسطة: Ghobadi V.; Ismail L.I.; Wan Hasan W.Z.; Ahmad H.; Ramli H.R.; Norsahperi N.M.H.; Tharek A.; Hanapiah F.A.
منشور في: (2025)

Challenges and solutions of deep learning-based automated liver segmentation: A systematic review
بواسطة: 2-s2.0-85211072233
منشور في: (2025)

Deep Learning Model for Enhancing Automated Recycling Machine with Incentive Mechanisms
بواسطة: 2-s2.0-85202952430
منشور في: (2024)

Surveillance Video Analytics for Automated Detection of Personal Protective Equipment using Deep Learning
بواسطة: Amer M.S.; Zaini N.
منشور في: (2024)

Trabecular meshwork ECM remodeling in glaucoma: could RAS be a target?
بواسطة: 2-s2.0-85049096441
منشور في: (2018)

Image Processing Approach for Grading IVF Blastocyst: A State-of-the-Art Review and Future Perspective of Deep Learning-Based Models
بواسطة: 2-s2.0-85146548647
منشور في: (2023)

Comprehensive insights into oral squamous cell carcinoma: Diagnosis, pathogenesis, and therapeutic advances
بواسطة: 2-s2.0-85200435313
منشور في: (2024)

Automated image identification, detection and fruit counting of top-view pineapple crown using machine learning
بواسطة: 2-s2.0-85110232232
منشور في: (2022)

An automated multimodal white matter hyperintensity identification for MRI images using image processing
بواسطة: 2-s2.0-85050494648
منشور في: (2017)

Automated nutrient screening system enables high-throughput optimisation of microalgae production conditions
بواسطة: 2-s2.0-84929335045
منشور في: (2015)

The Advancement of Deep Learning in Non-Contrast Computed Tomography Angiography for Cardiovascular Imaging: A Systematic Review
بواسطة: Bakhtiar A.F.; Nordin S.; Ali A.M.; Kasim S.S.
منشور في: (2024)

Fake vs Real Image Detection Using Deep Learning Algorithm
بواسطة: Fatoni; Kurniawan T.B.; Dewi D.A.; Zakaria M.Z.; Muhayeddin A.M.M.
منشور في: (2025)

Aqueous humor TGF-β2 levels in patients with open-angle glaucoma: A meta-analysis
بواسطة: 2-s2.0-84930206901
منشور في: (2015)

Deep Learning on Histopathology Images for Breast Cancer Classification: A Bibliometric Analysis
بواسطة: 2-s2.0-85122017681
منشور في: (2022)

Automated Detection of Dyslexia Symptom Based on Handwriting Image for Primary School Children
بواسطة: 2-s2.0-85081159240
منشور في: (2019)

Automated optimal parking slot prediction using deep learning and digital twin technology aided parking space management for material science application
بواسطة: Lu, وآخرون
منشور في: (2025)

Automated optimal parking slot prediction using deep learning and digital twin technology aided parking space management for material science application
بواسطة: 2-s2.0-86000519794
منشور في: (2025)

EEG Signal Processing Using Deep Learning for Motor Imagery Tasks: Leveraging Signal Images
بواسطة: Amran H.N.; Markom M.A.; Awang S.A.; Adom A.H.; Tan E.S.M.M.; Markom A.M.
منشور في: (2025)

Application of deep learning and feature selection technique on external root resorption identification on CBCT images
بواسطة: Reduwan N.H.; Abdul Aziz A.A.; Mohd Razi R.; Abdullah E.R.M.F.; Mazloom Nezhad S.M.; Gohain M.; Ibrahim N.
منشور في: (2024)

Automated Ground Truth Annotation for Forest and Non-Forest Classification in Satellite Remote Sensing Images
بواسطة: 2-s2.0-85176549266
منشور في: (2023)

Tocotrienol-rich fraction (TRF) protects against retinal cell apoptosis and preserves visual behavior in rats with streptozotocin-induced diabetic retinopathy
بواسطة: Goh Y.; Sadikan M.Z.; Jaiprakash H.; Nasir N.A.A.; Agarwal R.; Iezhitsa I.; Ismail N.M.
منشور في: (2024)

Accuracy of advanced deep learning with tensorflow and keras for classifying teeth developmental stages in digital panoramic imaging
بواسطة: 2-s2.0-85127856200
منشور في: (2022)

Optimization of in-car-abandoned children detection model via deep learning approaches
بواسطة: Norman M.; Ahmad Shukri A.I.; Mohammad Hafiz I.; Mohamad Z.; Rahim A.; Fazly Amri M.; Mohd Shafri H.Z.
منشور في: (2024)

A deep learning approach in robot-assisted behavioral therapy for autistic children
بواسطة: 2-s2.0-85078254537
منشور في: (2019)

Use of Nonlinear Features for Automated Characterization of Suspicious Ovarian Tumors Using Ultrasound Images in Fuzzy Forest Framework
بواسطة: Acharya U.R.; Akter A.; Chowriappa P.; Dua S.; Raghavendra U.; Koh J.E.W.; Tan J.H.; Leong S.S.; Vijayananthan A.; Hagiwara Y.; Ramli M.T.; Ng K.H.
منشور في: (2018)

DIABETES DIAGNOSIS AND LEVEL OF CARE FUZZY RULE-BASED MODEL UTILIZING SUPERVISED MACHINE LEARNING FOR CLASSIFICATION AND PREDICTION
بواسطة: Mohd Aris T.N.; Bakar A.A.; Mahiddin N.; Zolkepli M.
منشور في: (2024)

Integrating Deep Learning Features Extraction and Image Processing for Visual Pattern Analysis in Air Quality Index (AQI) Classification
بواسطة: 2-s2.0-85219525159
منشور في: (2024)

Deep Learning Optimizer Evaluation in Blur Detection of Digital Breast Tomosynthesis Images using CNN Constructed from Scratch
بواسطة: 2-s2.0-86000005008
منشور في: (2023)

A comprehensive review on biomass energy system optimization approaches: Challenges and issues
بواسطة: Ahmadipour M.; Ridha H.M.; Ali Z.; Zhining Z.; Ahmadipour M.; Othman M.M.; Ramachandaramurthy V.K.
منشور في: (2025)

A comprehensive review on biomass energy system optimization approaches: Challenges and issues
بواسطة: Ahmadipour, وآخرون
منشور في: (2025)

A Review of Deep Learning Methods for Automatic Pain Assessment
بواسطة: 2-s2.0-86000233085
منشور في: (2024)

Autonomous Vehicle Navigation in Highway with Deep Q-Network (DQN) using Reinforcement Learning Approach
بواسطة: 2-s2.0-85219556138
منشور في: (2025)

Classification of Cervical Precancerous Cell of ThinPrep Images Based on Deep Learning Model AlexNet and InceptionV3
بواسطة: 2-s2.0-85133141911
منشور في: (2022)

A FUZZY INFERENCE MODEL FOR DIAGNOSIS OF DIABETES AND LEVEL OF CARE
بواسطة: Aris T.N.M.; Bakar A.A.B.U.; Mahiddin N.; Zolkepli M.
منشور في: (2023)

An Overview of laboratory Diagnosis of Central Nervous System Viral Infections
بواسطة: 2-s2.0-85143423151
منشور في: (2022)

A New Regression Method for Diagnosis of Lung Cancer Disease
بواسطة: 2-s2.0-85142449435
منشور في: (2022)

Review of Deep Learning-Based Hotspot Detection in Solar Photovoltaic Arrays
بواسطة: 2-s2.0-85191698409
منشور في: (2024)

A Review of ECG Biometrics: Generalization in Deep Learning with Attention Mechanisms
بواسطة: 2-s2.0-85190385476
منشور في: (2024)