Assessment of hessian-based Frangi vesselness filter in optoacoustic imaging.
Photoacoustics 20:100200 (2020)
The Hessian-based Frangi vesselness filter is commonly used to enhance vasculature in optoacoustic (photoacoustic) images, but its accuracy and limitations have never been rigorously assessed. Here we validate the ability of the filter to enhance vessel-like structures in phantoms, and we introduce an experimental approach that uses measurements before and after the administration of gold nanorods (AuNRs) to examine filter performance in vivo. We evaluate the influence of contrast, filter scales, angular tomographic coverage, out-of-plane signals and light fluence on image quality, and gain insight into the performance of the filter. We observe the generation of artifactual structures that can be misinterpreted as vessels and provide recommendations to ensure appropriate use of Frangi and other vesselness filters and avoid misinterpretation of post-processed optoacoustic images.
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Publikationstyp
Artikel: Journalartikel
Dokumenttyp
Wissenschaftlicher Artikel
Typ der Hochschulschrift
Herausgeber
Schlagwörter
Frangi Filter Accuracy ; Gold Nanorods For Vessels Enhancement ; Image Quality Improvement ; Optoacoustic Imaging ; Quality Assessment Of Vesselness Filter ; Vessel Segmentation; Enhancement; Tomography; Wavelet
Keywords plus
Sprache
englisch
Veröffentlichungsjahr
2020
Prepublished im Jahr
HGF-Berichtsjahr
2020
ISSN (print) / ISBN
2213-5979
e-ISSN
ISBN
Bandtitel
Konferenztitel
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Konferenzband
Quellenangaben
Band: 20,
Heft: ,
Seiten: ,
Artikelnummer: 100200
Supplement: ,
Reihe
Verlag
Elsevier
Verlagsort
Hackerbrucke 6, 80335 Munich, Germany
Tag d. mündl. Prüfung
0000-00-00
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Gutachter
Prüfer
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0000-00-00
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0000-00-00
Anmelder/Inhaber
weitere Inhaber
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Priorität
Begutachtungsstatus
Peer reviewed
POF Topic(s)
30205 - Bioengineering and Digital Health
Forschungsfeld(er)
Enabling and Novel Technologies
PSP-Element(e)
G-505500-001
Förderungen
European Research Council (ERC) under the European Union's Horizon 2020 research and innovation programme
European Union
Copyright
Erfassungsdatum
2020-09-23