Analysis of BM3D Denoising Techniques to Improvement of Thoracal MRI Image Quality; Study on Low Field MRI

Astari, Fisnandya Meita and Mulyantoro, Donny Kristanto and Indrati, Rini (2022) Analysis of BM3D Denoising Techniques to Improvement of Thoracal MRI Image Quality; Study on Low Field MRI. Journal of Medical Imaging and Radiation Sciences, 53 (4). S24. ISSN 19398654

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Abstract

Introduction
MRI examination is one of the medical supports to assess the structure and anatomy of vertebrae thoracal. The modality that can be used is low field MRI. The disadvantages are produces low signals and noise. If the signal is low and the noise is high then the SNR value is low. The denoising technique is the right solution to remove noise. The BM3D denoising technique is able to reduce noise and increase the SNR.
Methods
A quasi experimental research on Thoracal MRI images before and after the application of BM3D denoising techniques, totaling 15 samples. BM3D denoising was performed as well as assessment of Thoracal MRI images, including SNR and CNR.
Results
There are differences in SNR and CNR on Thoracal MRI images; study in low field MRI before and after the application of the BM3D denoising technique with p-value <0,001 and <0,001.
Conclusion
The BM3D denoising technique is able to improving image quality on thoracic MRI images; studies on low-field MRI.

Item Type: Article
Subjects: Taksonomi BATAN > Rekayasa Perangkat dan Fasilitas Nuklir > Instrumentasi Nuklir > Teknik Pengolahan Citra
Taksonomi BATAN > Rekayasa Perangkat dan Fasilitas Nuklir > Instrumentasi Nuklir > Teknik Pengolahan Citra
Taksonomi LAPAN > Teknologi Penerbangan dan Antariksa > Penelitian, Pengembangan, Perekayasaan, dan Pemanfaatan > Teknologi Satelit > Pengolahan Data Penginderaan Jauh > Data Citra
Depositing User: Saepul Mulyana
Date Deposited: 14 Nov 2025 06:00
Last Modified: 14 Nov 2025 06:00
URI: https://karya.brin.go.id/id/eprint/54936

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