Estimating the severity of knee osteoarthritis using Deep Convolutional Neural Network based on Contrast Limited Adaptive Histogram Equalization technique-Reference-Cited by-同舟云学术

Estimating the severity of knee osteoarthritis using Deep Convolutional Neural Network based on Contrast Limited Adaptive Histogram Equalization technique

Published:2022-07-04 Issue: Volume: Page:
ISSN:
Container-title:2022 International Conference on Engineering & MIS (ICEMIS)
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Author:

Abdo Amina A.¹,El-Tarhouni Wafa²,Abdulsalam Asma Fathi³,Altajori Abdelgader Bubaker¹

Affiliation:

1. College of Computer Technology-Benghazi,department of artificial intelligence,Libya,Benghazi

2. University of Benghazi,Faculty of Information Technology,Libya,Benghazi

3. College of Computer Technology-Benghazi,department of software engineering,Libya,Benghazi

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9914001/9914002/09914285.pdf?arnumber=9914285

Reference19 articles.

1. Deep learning-based algorithm for assessment of knee osteoarthritis severity in radiographs matches performance of radiologists

2. A New Approach to Classify Knee Osteoarthritis Severity from Radiographic Images based on CNN-LSTM Method

3. Knee osteoarthritis severity prediction using an attentive multi-scale deep convolutional neural network;jain;arXiv preprint arXiv 2106 14881,2021

4. Artificial intelligence assistance in radiographic detection and classification of knee osteoarthritis and its severity: a cross-sectional diagnostic study;pongsakonpruttikul;Eur Rev Med Pharmacol Sci,2022

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1. How Can Artificial Intelligence Identify Knee Osteoarthritis from Radiographic Images with Satisfactory Accuracy?: A Literature Review for 2018–2024;Applied Sciences;2024-07-20

2. Infrared Image Enhancement Using Contrast Limited Adaptive Histogram Equalization and Denoising Convolution Neural Network;2023 12th International Conference on System Modeling & Advancement in Research Trends (SMART);2023-12-22

3. Osteo-NeT: An Automated System for Predicting Knee Osteoarthritis from X-ray Images Using Transfer-Learning-Based Neural Networks Approach;Healthcare;2023-04-23