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Lung-Disease

This is my school project. From existing paper and code, we will do experiment and improvement (if existed, i mean if our results better than original paper). FYI, this is only for leaning. We are not trying to copy paste.

Original Paper

Deep Learning based Diagnosis of COVID-19 using Chest CT-scan Images https://doi.org/10.1109/INMIC50486.2020.9318212

Original Source Code

https://github.com/talhaanwarch/Corona_Virus/tree/master/CT_scan

Problem

Reverse Transcription-Polymerase Chain Reaction (RT-PCR) as a diagnostic test tool for Covid-19 currently requires a time-consuming process and due to the high demand, this test tool is scarce.
To overcome this problem, researchers are trying to find alternative techniques to diagnose the Covid-19 virus, namely by using the Computer Aided Diagnosis (CAD) system from radiological images such as: X-ray, MRI, CT-Scan, and other images.

Purpose

Performing COVID-19 diagnosis using CT images with EfficientNet B4

Method

Original Method : EfficientNet B4
Purpose Method: modified hyperparameter efficientb4

About

This is my school project. From existing paper and code, we will do experiment and improvement (if existed, i mean if our results better than original paper). FYI, this is only for leaning. We are not trying to copy paste.

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