Deep Learning-Based Diagnosis of Retinal Diseases Using OCT

Author:   Reema Melhem ,  Yanal Alkuddsi
Publisher:   LAP Lambert Academic Publishing
ISBN:  

9786207465170


Pages:   64
Publication Date:   05 May 2025
Format:   Paperback
Availability:   Available To Order   Availability explained
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Deep Learning-Based Diagnosis of Retinal Diseases Using OCT


Overview

There are numerous eye conditions but the most two common retinal conditions are Age- Related Macular Degeneration (AMD), which the sharp, central vision and a leading cause of vision loss among people age 50 and aged, there are two types ofAMD are wet AMD (Choroidal neovascularization (CNV)) and dry AMD (DRUSEN).Diabetic Macular Edema (DME), which is a complication of diabetes that can affect the fovea and it caused by fluid accumulation in the macula. thus, early discovery of conditions is a critical significance. The goal of this thesis is implementation of deep learning model used to detect four types of retinal cases (NORMAL, CNV, DME, and DRUSEN) by using Convolutional Neural Network (CNN) to Avoid manual diagnostic errors and help doctors make faster, and more accurate diagnoses.

Full Product Details

Author:   Reema Melhem ,  Yanal Alkuddsi
Publisher:   LAP Lambert Academic Publishing
Imprint:   LAP Lambert Academic Publishing
Dimensions:   Width: 15.20cm , Height: 0.40cm , Length: 22.90cm
Weight:   0.100kg
ISBN:  

9786207465170


ISBN 10:   6207465172
Pages:   64
Publication Date:   05 May 2025
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

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