An ontology-based framework aiming to support personalized exercise prescription: application in cardiac rehabilitation

Konstantinos Kostopoulos; Ioanna Chouvarda; Vassilis Koutkias; Athina Kokonozi; Mark van Gils; Nicos Maglaveras

doi:10.1109/IEMBS.2011.6090456

An ontology-based framework aiming to support personalized exercise prescription: application in cardiac rehabilitation

Konstantinos Kostopoulos^*, Ioanna Chouvarda, Vassilis Koutkias, Athina Kokonozi, Mark van Gils, Nicos Maglaveras

^*Corresponding author for this work

Aristotle University of Thessaloniki

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

16 Citations (Scopus)

Abstract

Exercise constitutes an important intervention aiming to improve health and quality of life for several categories of patients. Personalized exercise prescription is a rather complicated issue, requiring several aspects to be taken into account, e.g. patient's medical history and response to exercise, medication treatment, personal preferences, etc. The present work proposes an ontology-based framework designed to facilitate healthcare professionals in personalized exercise prescription. The framework encapsulates the necessary domain knowledge and the appropriate inference logic, so as to generate exercise plan suggestions based on patient's profile. It also supports readjustments of a prescribed plan according to the patient's response with respect to goal achievement and changes in physical-medical status. An instantiation of the proposed framework for cardiac rehabilitation illustrates the virtue and the applicability of this work.

Original language	English
Title of host publication	2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society
Publisher	IEEE Institute of Electrical and Electronic Engineers
Pages	1567-1570
Number of pages	4
ISBN (Electronic)	978-1-4577-1589-1
ISBN (Print)	978-142444121-1
DOIs	https://doi.org/10.1109/IEMBS.2011.6090456
Publication status	Published - 1 Dec 2011
MoE publication type	A4 Article in a conference publication
Event	33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011 - Boston, United States Duration: 30 Aug 2011 → 3 Sept 2011

Conference

Conference	33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011
Country/Territory	United States
City	Boston
Period	30/08/11 → 3/09/11

Access to Document

10.1109/IEMBS.2011.6090456

Cite this

Kostopoulos, K., Chouvarda, I., Koutkias, V., Kokonozi, A., van Gils, M., & Maglaveras, N. (2011). An ontology-based framework aiming to support personalized exercise prescription: application in cardiac rehabilitation. In 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (pp. 1567-1570). IEEE Institute of Electrical and Electronic Engineers. https://doi.org/10.1109/IEMBS.2011.6090456

@inproceedings{cb1d55b8ee0045bab357b7f5362155e8,

title = "An ontology-based framework aiming to support personalized exercise prescription: application in cardiac rehabilitation",

abstract = "Exercise constitutes an important intervention aiming to improve health and quality of life for several categories of patients. Personalized exercise prescription is a rather complicated issue, requiring several aspects to be taken into account, e.g. patient's medical history and response to exercise, medication treatment, personal preferences, etc. The present work proposes an ontology-based framework designed to facilitate healthcare professionals in personalized exercise prescription. The framework encapsulates the necessary domain knowledge and the appropriate inference logic, so as to generate exercise plan suggestions based on patient's profile. It also supports readjustments of a prescribed plan according to the patient's response with respect to goal achievement and changes in physical-medical status. An instantiation of the proposed framework for cardiac rehabilitation illustrates the virtue and the applicability of this work.",

author = "Konstantinos Kostopoulos and Ioanna Chouvarda and Vassilis Koutkias and Athina Kokonozi and {van Gils}, Mark and Nicos Maglaveras",

year = "2011",

month = dec,

day = "1",

doi = "10.1109/IEMBS.2011.6090456",

language = "English",

isbn = "978-142444121-1",

pages = "1567--1570",

booktitle = "2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society",

publisher = "IEEE Institute of Electrical and Electronic Engineers",

address = "United States",

note = "33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011 ; Conference date: 30-08-2011 Through 03-09-2011",

}

Kostopoulos, K, Chouvarda, I, Koutkias, V, Kokonozi, A, van Gils, M & Maglaveras, N 2011, An ontology-based framework aiming to support personalized exercise prescription: application in cardiac rehabilitation. in 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Institute of Electrical and Electronic Engineers, pp. 1567-1570, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011, Boston, United States, 30/08/11. https://doi.org/10.1109/IEMBS.2011.6090456

An ontology-based framework aiming to support personalized exercise prescription: application in cardiac rehabilitation. / Kostopoulos, Konstantinos; Chouvarda, Ioanna; Koutkias, Vassilis et al.
2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Institute of Electrical and Electronic Engineers, 2011. p. 1567-1570.

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

TY - GEN

T1 - An ontology-based framework aiming to support personalized exercise prescription

T2 - 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011

AU - Kostopoulos, Konstantinos

AU - Chouvarda, Ioanna

AU - Koutkias, Vassilis

AU - Kokonozi, Athina

AU - van Gils, Mark

AU - Maglaveras, Nicos

PY - 2011/12/1

Y1 - 2011/12/1

N2 - Exercise constitutes an important intervention aiming to improve health and quality of life for several categories of patients. Personalized exercise prescription is a rather complicated issue, requiring several aspects to be taken into account, e.g. patient's medical history and response to exercise, medication treatment, personal preferences, etc. The present work proposes an ontology-based framework designed to facilitate healthcare professionals in personalized exercise prescription. The framework encapsulates the necessary domain knowledge and the appropriate inference logic, so as to generate exercise plan suggestions based on patient's profile. It also supports readjustments of a prescribed plan according to the patient's response with respect to goal achievement and changes in physical-medical status. An instantiation of the proposed framework for cardiac rehabilitation illustrates the virtue and the applicability of this work.

AB - Exercise constitutes an important intervention aiming to improve health and quality of life for several categories of patients. Personalized exercise prescription is a rather complicated issue, requiring several aspects to be taken into account, e.g. patient's medical history and response to exercise, medication treatment, personal preferences, etc. The present work proposes an ontology-based framework designed to facilitate healthcare professionals in personalized exercise prescription. The framework encapsulates the necessary domain knowledge and the appropriate inference logic, so as to generate exercise plan suggestions based on patient's profile. It also supports readjustments of a prescribed plan according to the patient's response with respect to goal achievement and changes in physical-medical status. An instantiation of the proposed framework for cardiac rehabilitation illustrates the virtue and the applicability of this work.

UR - http://www.scopus.com/inward/record.url?scp=84862262416&partnerID=8YFLogxK

U2 - 10.1109/IEMBS.2011.6090456

DO - 10.1109/IEMBS.2011.6090456

M3 - Conference article in proceedings

C2 - 22254621

SN - 978-142444121-1

SP - 1567

EP - 1570

BT - 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society

PB - IEEE Institute of Electrical and Electronic Engineers

Y2 - 30 August 2011 through 3 September 2011

ER -

Kostopoulos K, Chouvarda I, Koutkias V, Kokonozi A, van Gils M, Maglaveras N. An ontology-based framework aiming to support personalized exercise prescription: application in cardiac rehabilitation. In 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Institute of Electrical and Electronic Engineers. 2011. p. 1567-1570 doi: 10.1109/IEMBS.2011.6090456

An ontology-based framework aiming to support personalized exercise prescription: application in cardiac rehabilitation

Abstract

Conference

Access to Document

Other files and links

Fingerprint

Cite this