Automated classification of normal and Stargardt disease optical coherence tomography images using deep learning

Automated classification of normal and Stargardt disease optical coherence tomography images using deep learning

PURPOSE:Recent advances in deep learning have seen an increase in its application to automated image analysis in ophthalmology for conditions with a high prevalence. We wanted to identify whether deep learning could be used for the automated classification of optical coherence tomography (OCT) image...

Bibliográfalaš dieđut
Váldodahkkit:	Shah, M, Roomans Ledo, A, Rittscher, J
Materiálatiipa:	Journal article
Giella:	English
Almmustuhtton:	Wiley 2020

Geahča maid

Optical Coherence Tomography Angiography Findings in Stargardt Disease.
Dahkki: Rodolfo Mastropasqua, et al.
Almmustuhtton: (2017-01-01)

Swept-source optical coherence tomography study of choroidal morphology in Stargardt disease
Dahkki: Dhanashree Ratra, et al.
Almmustuhtton: (2018-01-01)

A Deep Learning Model for Cervical Optical Coherence Tomography Image Classification
Dahkki: Xiaohu Zuo, et al.
Almmustuhtton: (2024-09-01)

Enhanced Deep Learning Model for Classification of Retinal Optical Coherence Tomography Images
Dahkki: Esraa Hassan, et al.
Almmustuhtton: (2023-06-01)

Automated classification of angle-closure mechanisms based on anterior segment optical coherence tomography images via deep learning
Dahkki: Ye Zhang, et al.
Almmustuhtton: (2024-08-01)

The Classification of Common Macular Diseases Using Deep Learning on Optical Coherence Tomography Images with and without Prior Automated Segmentation
Dahkki: Natsuda Kaothanthong, et al.
Almmustuhtton: (2023-01-01)

Classification of Material Type from Optical Coherence Tomography Images Using Deep Learning
Dahkki: Metin Sabuncu, et al.
Almmustuhtton: (2021-01-01)

Automated Segmentation of Optical Coherence Tomography Images of the Human Tympanic Membrane Using Deep Learning
Dahkki: Thomas P. Oghalai, et al.
Almmustuhtton: (2023-09-01)

Deep-Learning-Based Automated Identification and Visualization of Oral Cancer in Optical Coherence Tomography Images
Dahkki: Zihan Yang, et al.
Almmustuhtton: (2023-03-01)

Automated Detection of Macular Diseases by Optical Coherence Tomography and Artificial Intelligence Machine Learning of Optical Coherence Tomography Images
Dahkki: Soichiro Kuwayama, et al.
Almmustuhtton: (2019-01-01)

Application of Deep Dictionary Learning and Predefined Filters for Classification of Retinal Optical Coherence Tomography Images
Dahkki: Fariba Shaker, et al.
Almmustuhtton: (2025-01-01)

Optical Coherence Tomography Image Classification Using Hybrid Deep Learning and Ant Colony Optimization
Dahkki: Awais Khan, et al.
Almmustuhtton: (2023-07-01)

Fast and Efficient Method for Optical Coherence Tomography Images Classification Using Deep Learning Approach
Dahkki: Rouhollah Kian Ara, et al.
Almmustuhtton: (2022-06-01)

Retinal diseases classification based on hybrid ensemble deep learning and optical coherence tomography images
Dahkki: Kuntha Pin, et al.
Almmustuhtton: (2023-07-01)

Automatic classification of optical coherence tomography images /
Dahkki: Khaled Abdulhameed Manea Alsah, 1991-, author 604573, et al.
Almmustuhtton: (2016)

Automatic classification of optical coherence tomography images /
Dahkki: Khaled Abdulhameed Manea Alsah, 1991-, author 604573
Almmustuhtton: (2016)

Automated combination of optical coherence tomography images and fundus images
Dahkki: A.D. Fida, et al.
Almmustuhtton: (2021-09-01)

Novel deep learning approaches in optical coherence tomography imaging
Dahkki: Bellemo, Valentina
Almmustuhtton: (2024)

Deep Learning Model Based on 3D Optical Coherence Tomography Images for the Automated Detection of Pathologic Myopia
Dahkki: So-Jin Park, et al.
Almmustuhtton: (2022-03-01)

Enhancement of Optical Coherence Tomography Images of the Retina by Normalization and Fusion
Dahkki: M. Paques, et al.
Almmustuhtton: (2008-12-01)

Facilitating deep learning through preprocessing of optical coherence tomography images
Dahkki: Anfei Li, et al.
Almmustuhtton: (2023-04-01)

Deep learning for quality assessment of optical coherence tomography angiography images
Dahkki: Rahul M. Dhodapkar, et al.
Almmustuhtton: (2022-08-01)

Recurrent and Concurrent Prediction of Longitudinal Progression of Stargardt Atrophy and Geographic Atrophy towards Comparative Performance on Optical Coherence Tomography as on Fundus Autofluorescence
Dahkki: Zubin Mishra, et al.
Almmustuhtton: (2024-09-01)

HDL-ACO hybrid deep learning and ant colony optimization for ocular optical coherence tomography image classification
Dahkki: Shivani Agarwal, et al.
Almmustuhtton: (2025-02-01)

Automated Choroidal Segmentation in Enhanced Depth Imaging Optical Coherence Tomography Images
Dahkki: Hajar Danesh, et al.
Almmustuhtton: (2013-05-01)

Fully automated lumen segmentation of intracoronary optical coherence tomography images
Dahkki: Galon, Micheli Zanotti, et al.
Almmustuhtton: (2017)

Validation of automated artificial intelligence segmentation of optical coherence tomography images.
Dahkki: Peter M Maloca, et al.
Almmustuhtton: (2019-01-01)

Deep learning-based inpainting of saturation artifacts in optical coherence tomography images
Dahkki: Muyun Hu, et al.
Almmustuhtton: (2024-05-01)

OCTDL: Optical Coherence Tomography Dataset for Image-Based Deep Learning Methods
Dahkki: Mikhail Kulyabin, et al.
Almmustuhtton: (2024-04-01)

Deep learning segmentation of fibrous cap in intravascular optical coherence tomography images
Dahkki: Juhwan Lee, et al.
Almmustuhtton: (2024-02-01)

A deep learning approach to denoise optical coherence tomography images of the optic nerve head
Dahkki: Devalla, Sripad Krishna, et al.
Almmustuhtton: (2020)

Deep Learning Applications to Classification and Detection of Age-Related Macular Degeneration on Optical Coherence Tomography Imaging: A Review
Dahkki: Neslihan Dilruba Koseoglu, et al.
Almmustuhtton: (2023-07-01)

Reinforcement-based leveraging transfer learning for multiclass optical coherence tomography images classification
Dahkki: Yawar Abbas, et al.
Almmustuhtton: (2025-02-01)

In vivo visualization of photoreceptor layer and lipofuscin accumulation in Stargardt&rsquo;s disease and fundus flavimaculatus by high resolution spectral-domain optical coherence tomography
Dahkki: Giuseppe Querques, et al.
Almmustuhtton: (2009-12-01)

Automated retinal layer segmentation in optical coherence tomography images with intraretinal fluid
Dahkki: Luquan Wang, et al.
Almmustuhtton: (2022-05-01)

IoT based optical coherence tomography retinal images classification using OCT Deep Net2
Dahkki: Ranjitha Rajan, et al.
Almmustuhtton: (2023-02-01)

Reconstruction of Optical Coherence Tomography Images from Wavelength Space Using Deep Learning
Dahkki: Maryam Viqar, et al.
Almmustuhtton: (2024-12-01)

Characterization of Optical Coherence Tomography Images for Colon Lesion Differentiation under Deep Learning
Dahkki: Cristina L. Saratxaga, et al.
Almmustuhtton: (2021-04-01)

Deep learning-based image enhancement in optical coherence tomography by exploiting interference fringe
Dahkki: Woojin Lee, et al.
Almmustuhtton: (2023-04-01)

Development and quantitative assessment of deep learning-based image enhancement for optical coherence tomography
Dahkki: Xinyu Zhao, et al.
Almmustuhtton: (2022-03-01)