Indonesian Journal of Data and Science
Vol. 4 No. 1 (2023): Indonesian Journal of Data and Science

Diagnosis of Hepatitis Using Supervised Learning Algorithm

Musa (Gumushane University)

Article Info

Publish Date
31 Mar 2023

Abstract

Hepatitis is the most serious disease in developing countries. Therefore, early diagnosis is very important to obstacle the effect that can happen as a consequence of this disease. In this case, deep learning can solve the issue at an early stage. An innovative deep learning-based technique to identify hepatitis is presented in this study. In this study 45 layers, convolutional neural network (CNN) architecture connected with three fully connected layers is used in the proposed architecture. The two classes of collected hepatitis datasets are then used to train the suggested CNN model. The model achieved 0.934 classification accuracy. The proposed model was compared to the state of the art at the time. The outcome presented implies that the model's performance is remarkable.

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Journal Info
Indonesian Journal of Data and Science
Website

Abbrev

ijodas

Publisher

yocto brain

Subject

Computer Science & IT Decision Sciences, Operations Research & Management Mathematics

Description

IJODAS provides online media to publish scientific articles from research in the field of Data Science, Data Mining, Data Communication, Data Security and Data ...