Processing of laser Doppler flowmetry signals from healthy subjects and patients with varicose veins: information categorization approach based on intrinsic mode functions and entropy computation


Autoria(s): Humeau-Heurtier, Anne; Klonizakis, Markos
Contribuinte(s)

Laboratoire Angevin de Recherche en Ingénierie des Systèmes (LARIS) ; Université d'Angers (UA)

Lyypekinkuja 3A

Data(s)

2015

Resumo

International audience

<p>The diagnosis of pathologies from signal processing approaches has shown to be of importance. This can provide noninvasive information at the earliest stage. In this work, the problem of categorising – in a quantifiable manner – information content of microvascular blood flow signals recorded in healthy participants and patients with varicose veins is addressed. For this purpose, laser Doppler flowmetry (LDF) signals – that reflect microvascular blood flow – recorded both at rest and after acetylcholine (ACh) stimulation (an endothelial-dependent vasodilator) are analyzed. Each signal is processed with the empirical mode decomposition (EMD) to obtain its intrinsic mode functions (IMFs). An entropy measure of each IMFs is then computed. The results show that IMFs of LDF signals have different complexity for different physiologic/pathological states. This is true both at rest and after ACh stimulation. Thus, the proposed framework (EMD + entropy computation) may be used to gain a noninvasive understanding of LDF signals in patients with microvascular dysfunctions.</p>

Identificador

hal-01392067

https://hal.archives-ouvertes.fr/hal-01392067

DOI : 10.1016/j.medengphy.2015.03.020

OKINA : ua9274

Idioma(s)

en

Publicador

HAL CCSD

Elsevier

Relação

info:eu-repo/semantics/altIdentifier/doi/10.1016/j.medengphy.2015.03.020

Fonte

ISSN: 1350-4533

Medical Engineering and Physics

https://hal.archives-ouvertes.fr/hal-01392067

Medical Engineering and Physics, Elsevier, 2015, 37 (6), pp.553-559. <10.1016/j.medengphy.2015.03.020>

Palavras-Chave #Empiricial mode decomposition #entropy #Intrinsic mode function #Laser Doppler flowmetry #microvascular blood flow #Varicose vein #[SPI] Engineering Sciences [physics]
Tipo

info:eu-repo/semantics/article

Journal articles