Comparative analysis of wavelet transform filtering systems for noise reduction in ultrasound images

Dominik Vilimek; Jan Kubicek; Milos Golian; Rene Jaros; Radana Kahankova; Pavla Hanzlikova; Daniel Barvik; Alice Krestanova; Marek Penhaker; Martin Cerny; Ondrej Prokop; Marek Buzga

doi:10.1371/journal.pone.0270745

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Open Access

Peer-reviewed

Research Article

Comparative analysis of wavelet transform filtering systems for noise reduction in ultrasound images

Dominik Vilimek,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Visualization, Writing – original draft

Affiliation Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB - Technical University of Ostrava, Ostrava, Czech Republic

https://orcid.org/0000-0003-3781-1280

⨯
Jan Kubicek,

Roles Formal analysis, Supervision, Writing – original draft, Writing – review & editing

Affiliation Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB - Technical University of Ostrava, Ostrava, Czech Republic
⨯
Milos Golian,

Roles Formal analysis, Resources

Affiliation Human Motion Diagnostic Center, Department of Human Movement Studies, University of Ostrava, Ostrava, Czech Republic
⨯
Rene Jaros,

Roles Formal analysis, Visualization, Writing – review & editing

Affiliation Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB - Technical University of Ostrava, Ostrava, Czech Republic
⨯
Radana Kahankova ,

Roles Formal analysis, Validation, Visualization, Writing – review & editing

* E-mail: radana.kahankova@vsb.cz

Affiliation Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB - Technical University of Ostrava, Ostrava, Czech Republic
⨯
Pavla Hanzlikova,

Roles Formal analysis, Resources

Affiliation Department of Imaging Method, Faculty of Medicine, University of Ostrava, Ostrava, Czech Republic
⨯
Daniel Barvik,

Roles Formal analysis

Affiliation Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB - Technical University of Ostrava, Ostrava, Czech Republic

https://orcid.org/0000-0001-7699-8792

⨯
Alice Krestanova,

Roles Formal analysis

Affiliation Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB - Technical University of Ostrava, Ostrava, Czech Republic
⨯
Marek Penhaker,

Roles Funding acquisition

Affiliation Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB - Technical University of Ostrava, Ostrava, Czech Republic
⨯
Martin Cerny,

Roles Project administration

Affiliation Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB - Technical University of Ostrava, Ostrava, Czech Republic
⨯
Ondrej Prokop,

Roles Funding acquisition

Affiliation MEDIN, a.s., Nove Mesto na Morave, Czech Republic
⨯
Marek Buzga

Roles Resources, Writing – review & editing

Affiliations Human Motion Diagnostic Center, Department of Human Movement Studies, University of Ostrava, Ostrava, Czech Republic, Deparment of Physiology and Pathophysiology, Faculty of Medicine, University of Ostrava, Ostrava, Czech Republic

https://orcid.org/0000-0002-9554-737X

⨯

Comparative analysis of wavelet transform filtering systems for noise reduction in ultrasound images

Dominik Vilimek,
Jan Kubicek,
Milos Golian,
Rene Jaros,
Radana Kahankova,
Pavla Hanzlikova,
Daniel Barvik,
Alice Krestanova,
Marek Penhaker,
Martin Cerny

Published: July 7, 2022
https://doi.org/10.1371/journal.pone.0270745

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Ultrasound imaging
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Gaussian noise
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Imaging techniques
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Image processing
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Noise reduction
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Algorithms
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Preprocessing
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Statistical noise
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