Impact of Image Enhancement for Osteoporosis Detection Based on Deep Learning Algorithm

Author:

Iman Riza Dianil1,Roslidar Roslidar1,Muchtar Kahlil1,Amalia Amalia2,Syaryadhi Mohammad3,Mufti Alfatirta1,Maulina Novi4

Affiliation:

1. Universitas Syiah Kuala,Department of Electrical and Computer Engineering,Banda Aceh,Indonesia

2. Universitas Sumatera Utara,Department of Computer Science,Medan,Indonesia

3. Metropolitan University,Graduate School of System Designs Tokyo,Tokyo,Japan

4. Universitas Syiah Kuala,Doctorate Student of Doctoral Program in Medical Sciences, Faculty of Medicine,Banda Aceh,Indonesia

Publisher

IEEE

Reference18 articles.

1. Osteoporosis Knee X-ray Dataset | Kaggle,2022

2. BoostNet: a method to enhance the performance of deep learning model on musculoskeletal radiographs X-ray images

3. Image Classification of Stroke Using Augmentation and EfficientNet-B0 Convolutional Neural Network (in Indonesian);putri;JURNAL MEDIA INFORMATIKA BUDIDARMA,2023

4. Application of Contrast Limited Adaptive Histogram Equalization (CLAHE) Method on Digital Images to Enhance X-ray Pictures (in Indonesian);matondang;Publikasi Ilmiah Teknologi Informasi Neumann,2018

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