Deep Transfer Learning Approaches to Predict Glaucoma, Cataract, Choroidal Neovascularization, Diabetic Macular Edema, DRUSEN and Healthy Eyes: An Experimental Review-Reference-Cited by-同舟云学术

Deep Transfer Learning Approaches to Predict Glaucoma, Cataract, Choroidal Neovascularization, Diabetic Macular Edema, DRUSEN and Healthy Eyes: An Experimental Review

Published:2022-09-04 Issue:1 Volume:30 Page:521-541
ISSN:1134-3060
Container-title:Archives of Computational Methods in Engineering
language:en
Short-container-title:Arch Computat Methods Eng

Author:

Kumar Yogesh,Gupta Surbhi^ORCID

Publisher

Springer Science and Business Media LLC

Subject

Applied Mathematics,Computer Science Applications

Link

https://link.springer.com/content/pdf/10.1007/s11831-022-09807-7.pdf

Reference70 articles.

1. Schmidt-Erfurth U, Sadeghipour A, Gerendas BS, Waldstein SM, Bogunović H (2018) Artificial intelligence in retina. Prog Retin Eye Res 67:1–29

2. Lu W, Tong Y, Yu Y, Xing Y, Chen C, Shen Y (2018) Applications of artificial intelligence in ophthalmology: general overview. J Ophthalmol 2018:5278196

3. Lee A, Taylor P, Kalpathy-Cramer J, Tufail A (2017) Machine learning has arrived! Ophthalmology 124:1726–1728

4. Krause J, Gulshan V, Rahimy E, Karth P, Widner K, Corrado GS et al (2018) Grader variability and the importance of reference standards for evaluating machine learning models for diabetic retinopathy. Ophthalmology 125:1264–1272

5. Rahimy E (2018) Deep learning applications in ophthalmology. Curr Opin Ophthalmol 29:254–260

Cited by 41 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Cataract and glaucoma detection based on Transfer Learning using MobileNet;Heliyon;2024-09

2. Integrating metaheuristics and artificial intelligence for healthcare: basics, challenging and future directions;Artificial Intelligence Review;2024-07-12

3. A Comprehensive Study on Deep Learning Models for the Detection of Ovarian Cancer and Glomerular Kidney Disease using Histopathological Images;Archives of Computational Methods in Engineering;2024-06-01

4. Cataract Classification by Applying MobileNetV2 on Different Edge Detection Filters;2024 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT);2024-05-02

5. Deep learning-based CNN for multiclassification of ocular diseases using transfer learning;Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization;2024-04-04