Szczegóły publikacji

Opis bibliograficzny

Automatic detection and lesion description in cerebral blood flow and cerebral blood volume perfusion maps / Tomasz HACHAJ, Marek R. OGIELA // Journal of Signal Processing Systems for Signal, Image, and Video Technology ; ISSN  1939-8018 . — Tytuł poprz.: Journal of VLSI Signal Processing Systems for Signal, Image, and Video Technology ; ISSN:  1387-5485. — 2010 — vol. 61 no. 3, s. 317–328. — Bibliogr. s. 327–328, Abstr.

Autorzy (2)

Słowa kluczowe

medical image processingbrain atlaspattern recognitionbrain lesions detectionsasymmetry detection

Dane bibliometryczne

ID BaDAP55093
Data dodania do BaDAP2010-11-30
DOI10.1007/s11265-010-0454-0
Rok publikacji2010
Typ publikacjiartykuł w czasopiśmie
Otwarty dostęptak
Czasopismo/seriaJournal of Signal Processing Systems for Signal, Image, and Video Technology

Abstract

The paper presents a new approach of description and analysis of potential lesions in cerebral blood flow and cerebral blood volume perfusion maps. To perform such a computer analysis at first the axial position in patient's brain must be chosen. In next step the generation of brain perfusion maps connected with detection of asymmetries indicating selected pathological states, and allowing supporting diagnosis of the visible lesions are all done automatically. The constructed system uses the unified algorithm for detection of asymmetry in cerebral blood flow and cerebral blood volume perfusion maps, as well as a registration algorithm created by the authors and based on free form deformation. The tests were performed on set of dynamic perfusion computer tomography maps. Algorithms presented in this paper enable detection of pathological states like head injuries, epilepsy, brain vascular disease, ischemic and hemorrhagic stroke. © 2010 Springer Science+Business Media, LLC.

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