In the framework of information dynamics, new tools are emerging which allow one to quantify how the information provided by two source processes about a target process results from the contribution of each source and from the interaction between the sources. We present the first implementation of these tools in the assessment of short-term cardiovascular and cardiorespiratory variability, by introducing two strategies for the decomposition of the information transferred to heart period (HP) variability from systolic arterial pressure (SAP) and respiration flow (RF) variability. Several measures based on the notion of transfer entropy (TE) are defined to quantify joint, individual and redundant/synergistic information transfer, and are then estimated from the series of HP, SAP and RF obtained from healthy subjects during head-up tilt and paced breathing protocols. Our results show that the proposed information decomposition methods provide an enhanced view on cardiovascular and cardiorespiratory regulation.

Redundant and synergistic information transfer in cardiovascular and cardiorespiratory variability / L. Faes, A. Porta, G. Nollo (PROCEEDINGS OF THE ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY). - In: Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE[s.l] : IEEE Press, 2015. - ISBN 9781424492718. - pp. 4033-4036 (( Intervento presentato al 37. convegno EMBS tenutosi a Milano nel 2015 [10.1109/EMBC.2015.7319279].

Redundant and synergistic information transfer in cardiovascular and cardiorespiratory variability

A. Porta
Secondo
;
2015

Abstract

In the framework of information dynamics, new tools are emerging which allow one to quantify how the information provided by two source processes about a target process results from the contribution of each source and from the interaction between the sources. We present the first implementation of these tools in the assessment of short-term cardiovascular and cardiorespiratory variability, by introducing two strategies for the decomposition of the information transferred to heart period (HP) variability from systolic arterial pressure (SAP) and respiration flow (RF) variability. Several measures based on the notion of transfer entropy (TE) are defined to quantify joint, individual and redundant/synergistic information transfer, and are then estimated from the series of HP, SAP and RF obtained from healthy subjects during head-up tilt and paced breathing protocols. Our results show that the proposed information decomposition methods provide an enhanced view on cardiovascular and cardiorespiratory regulation.
No
English
Settore ING-INF/06 - Bioingegneria Elettronica e Informatica
Intervento a convegno
Sì, ma tipo non specificato
Pubblicazione scientifica
Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
IEEE Press
2015
4033
4036
4
9781424492718
2015
Volume a diffusione internazionale
EMBS
Milano
2015
37
Convegno internazionale
Intervento inviato
Aderisco
L. Faes, A. Porta, G. Nollo
Book Part (author)
reserved
273
Redundant and synergistic information transfer in cardiovascular and cardiorespiratory variability / L. Faes, A. Porta, G. Nollo (PROCEEDINGS OF THE ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY). - In: Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE[s.l] : IEEE Press, 2015. - ISBN 9781424492718. - pp. 4033-4036 (( Intervento presentato al 37. convegno EMBS tenutosi a Milano nel 2015 [10.1109/EMBC.2015.7319279].
info:eu-repo/semantics/bookPart
3
Prodotti della ricerca::03 - Contributo in volume
File in questo prodotto:
File Dimensione Formato  
Faes_EMBC_2015_RS.pdf

accesso riservato

Tipologia: Publisher's version/PDF
Dimensione 1.03 MB
Formato Adobe PDF
1.03 MB Adobe PDF   Visualizza/Apri   Richiedi una copia
Pubblicazioni consigliate

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/364045
Citazioni
  • ???jsp.display-item.citation.pmc??? 1
  • Scopus 5
  • ???jsp.display-item.citation.isi??? 4
social impact