COVID-19 deep learning prediction model using publicly available radiologist-adjudicated chest X-ray images as training data: preliminary findings

COVID-19 deep learning prediction model using publicly available radiologist-adjudicated chest X-ray images as training data: preliminary findings

The key component in deep learning research is the availability of training data sets. With a limited number of publicly available COVID-19 chest X-ray images, the generalization and robustness of deep learning models to detect COVID-19 cases developed based on these images are questionable. We aime...

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Bibliographic Details
Main Authors: Che Azemin, Mohd Zulfaezal, Hassan, Radhiana, Mohd Tamrin, Mohd Izzuddin, Md. Ali, Mohd. Adli
Format: Article
Language:English
English
English
Published: 2020
Subjects:
RC731 Specialties of Internal Medicine-Diseases of The Respiratory System
TK7885 Computer engineering
Online Access:http://irep.iium.edu.my/82304/
http://irep.iium.edu.my/82304/1/8828855.pdf
http://irep.iium.edu.my/82304/7/82304_COVID-19%20Deep%20Learning%20Prediction%20Model%20Using%20Publicly_Scopus.pdf
http://irep.iium.edu.my/82304/12/82272_Synthesis%20and%20characterization%20of%20bubble_wos.pdf

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