nach oben

Journal of Reliable Intelligent Environments

Erschienen in:

22.07.2019 | Original Article

Virtual round table knights for the treatment of chronic diseases

verfasst von: Fabio Sartori, Riccardo Melen, Matteo Lombardi, Davide Maggiotto

Erschienen in: Journal of Reliable Intelligent Environments | Ausgabe 3/2019

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config

KI-gestützte Suche

Aus

Abstract

The PERCIVAL project aims at developing an integrated, sharable, and real-time model of knowledge and information involved in the treatment of chronic diseases. The PERCIVAL platform integrates the contributions of software modules, healthcare professionals, and caregivers. Its Evaluation and Guidance modules feed the information gathered by wearable devices into knowledge-based systems and adapt themselves to the needs and characteristics of the patient, both from the physical and psychological standpoint. The modules may help the patient in the self-management of therapies and provide information shareable with healthcare professional. This approach results in an effective decision support model, aimed at achieving both a high degree of effectiveness in the patient’s treatment and a good level of cost-effectiveness. The case study of a module devoted to the promotion of physical activity for sedentary patients is presented, and its mathematical decision model is described in some detail.

Vorheriger Artikel Reliability on pervasive well-being: will it soon become a reality?

Nächster Artikel Home monitoring of motor fluctuations in Parkinson’s disease patients

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

über 102.000 Bücher
über 537 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Finance + Banking
Management + Führung
Marketing + Vertrieb
Maschinenbau + Werkstoffe
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 390 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Maschinenbau + Werkstoffe

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 340 Zeitschriften

aus folgenden Fachgebieten:

Bauwesen + Immobilien
Business IT + Informatik
Finance + Banking
Management + Führung
Marketing + Vertrieb
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

See http://www.lombardiasociale.it/wp-content/uploads/2015/10/LR-23_2015.pdf.

See https://www.heart.org/en/healthy-living/fitness/fitness-basics/target-heart-rates, last visit on 2019, July 6th.

Talboom-Kamp EP, Verdijk NA, Kasteleyn MJ, Numans ME, Chavannes NH (2018) From chronic disease management to person-centered ehealth; a review on the necessity for blended care. Clin eHealth 1(1):3–7CrossRef

Boriani G, Diemberger I, Ziacchi M, Valzania C, Gardini B, Cimaglia P, Martignani C, Biffi M (2014) Af burden is important-fact or fiction? Int J Clin Pract 68(4):444–452CrossRef

Lukowicz P, Kirstein T, Tröster G (2004) Wearable systems for health care applications. Methods Inform Med 43(03):232–238CrossRef

Konstantas D (2007) An overview of wearable and implantable medical sensors. Yearb Med Inform 7(1):66–69

Lmberis A, Dittmar A (2007) Advanced wearable health systems and applications-research and development efforts in the European union. IEEE Eng Med Biol Mag 26(3):29–33CrossRef

Chan M, Estève D, Fourniols JY, Escriba C, Campo E (2012) Smart wearable systems: current status and future challenges. Artif Intell Med 56(3):137–156CrossRef

Baretta D, Sartori F, Greco A, Melen R, Stella F, Bollini L, D’addario M, Steca P (2016) Wearable devices and ai techniques integration to promote physical activity. In: Proceedings of the 18th international conference on human–computer interaction with mobile devices and services adjunct, pp. 1105–1108. ACM

Pinardi S, Sartori F, Melen R (2016) Integrating knowledge artifacts and inertial measurement unit sensors for decision support. In: KMIS, pp. 307–313

Rovini E, Maremmani C, Cavallo F (2017) How wearable sensors can support parkinson’s disease diagnosis and treatment: a systematic review. Front Neurosci 11:555CrossRef

10.

Butt AH, Rovini E, Esposito D, Rossi G, Maremmani C, Cavallo F (2017) Biomechanical parameter assessment for classification of parkinson’s disease on clinical scale. Int J Distrib Sens Netw 13(5):1550147717707417CrossRef

11.

Paredes JDA, Muñoz B, Agredo W, Ariza-Araújo Y, Orozco JL, Navarro A (2015) A reliability assessment software using kinect to complement the clinical evaluation of Parkinson’s disease. In: Engineering in medicine and biology society (EMBC), 2015 37th annual international conference of the IEEE, pp. 6860–6863. IEEE

12.

Megalingam RK, Pocklassery G, Jayakrishnan V, Mourya G, Thulasi AA (2014) Smartphone based continuous monitoring system for home-bound elders and patients. In: 2014 international conference on communications and signal processing (ICCSP), pp. 1173–1177. IEEE

13.

Sartori F, Melen R, Lombardi M, Maggiotto D (2018) Knowledge artifacts for the health: the PERCIVAL project. In: Metadata and semantic research—12th international conference, MTSR 2018, Limassol, Cyprus, October 23–26, 2018, revised selected papers, pp. 257–267. https://doi.org/10.1007/978-3-030-14401-2_24

14.

Korb KB, Nicholson AE (2010) Bayesian artificial intelligence. CRC Press, Boca RatonMATH

15.

Gindele T, Brechtel S, Dillmann R (2010) A probabilistic model for estimating driver behaviors and vehicle trajectories in traffic environments. In: 2010 13th international IEEE conference on intelligent transportation systems (ITSC), pp. 1625–1631. IEEE

16.

Carmona C, Castillo G, Millán E (2008) Designing a dynamic Bayesian network for modeling students’ learning styles. In: 2008 eighth IEEE international conference on advanced learning technologies, pp. 346–350. IEEE

17.

Li X, Ji Q (2005) Active affective state detection and user assistance with dynamic bayesian networks. IEEE Trans Syst Man Cybern Part a Syst Hum 35(1):93–105MathSciNetCrossRef

18.

Rivas JJ, Orihuela-Espina F, Palafox L, Berthouze N, del Carmen Lara M, Hernández-Franco J, Sucar E (2018) Unobtrusive inference of affective states in virtual rehabilitation from upper limb motions: a feasibility study. In: IEEE transactions on affective computing

19.

Gee PM, Greenwood DA, Paterniti DA, Ward D, Miller LMS (2015) The ehealth enhanced chronic care model: a theory derivation approach. J Med Internet Res 17(4):e86CrossRef

20.

Adelman RD, Tmanova LL, Delgado D, Dion S, Lachs MS (2014) Caregiver burden: a clinical review. Jama 311(10):1052–1060CrossRef

21.

Sartori F, Melen R, Pinardi S (2018) Cultivating virtual communities of practice in kafka. Data Technol Appl 52(1):34–57CrossRef

22.

Omicini A, Ricci A, Viroli M (2008) Artifacts in the a&a meta-model for multi-agent systems. Auton Agents Multi-agent Syst 17(3):432–456CrossRef

23.

Ducato R (2016) Cloud computing for s-health and the data protection challenge: getting ready for the general data protection regulation. In: Smart cities conference (ISC2), 2016 IEEE international, pp. 1–4. IEEE

24.

Sartori F, Melen R (2015) Time evolving expert systems design and implementation: The KAFKA approach. In: KEOD 2015—proceedings of the international conference on knowledge engineering and ontology development, part of the 7th international joint conference on knowledge discovery, knowledge engineering and knowledge management (IC3K 2015), Vol 2, Lisbon, Portugal, November 12–14, 2015, pp. 84–95

25.

Melen R, Sartori F, Grazioli L (2015) Modeling and understanding time-evolving scenarios. In: WMSCI 2015—19th world multi-conference on systemics, cybernetics and informatics, proceedings, vol 1, pp 267–272

26.

Sartori F, Melen R, Redaelli S (2018) A multilayer intelligent system architecture and its application to a music recommendation system. In: New trends in intelligent software methodologies, tools and techniques—proceedings of the 17th international conference SoMeT\_18, Granada, Spain, 26–28 September 2018, pp. 271–284

27.

Booth FW, Roberts CK, Laye MJ (2012) Lack of exercise is a major cause of chronic diseases. Compr Physiol 2(2):1143

28.

Warburton DE, Nicol CW, Bredin SS (2006) Health benefits of physical activity: the evidence. Cmaj 174(6):801–809CrossRef

29.

Reinhard F (2015) International encyclopedia of the social & behavioural sciences, 2 edn, chap. Physical activity and health, pp. 87–90. Elsevier, Amsterdam. https://doi.org/10.1016/B978-0-08-097086-8.14115-7

30.

Hallal PC, Andersen LB, Bull FC, Guthold R, Haskell W, Ekelund U (2012) Global physical activity levels: surveillance progress, pitfalls, and prospects. Lancet 380(9838):247–257CrossRef

31.

Bandura A (1997) Self-efficacy: the exercise of control. Macmillan, Basingstoke

32.

Luszczynska A, Schwarzer R (2005) Social cognitive theory. Predict Health Behav 2:127–169

33.

Locke EA, Latham GP (2002) Building a practically useful theory of goal setting and task motivation: a 35-year odyssey. Am Psychol 57(9):705CrossRef

34.

Sartori F, Mazzucchelli A, Di Gregorio A (2016) Bankruptcy forecasting using case-based reasoning: the creperie approach. Expert Syst Appl 64:400–411CrossRef

35.

Manenti L, Sartori F (2011) Metadata support to retrieve and revise solutions in case-based reasoning. Int J Metadata Semant Ontol 6(3–4):185–194CrossRef

Titel: Virtual round table knights for the treatment of chronic diseases
verfasst von: Fabio Sartori
Riccardo Melen
Matteo Lombardi
Davide Maggiotto
Publikationsdatum: 22.07.2019
Verlag: Springer International Publishing
Erschienen in: Journal of Reliable Intelligent Environments / Ausgabe 3/2019
Print ISSN: 2199-4668
Elektronische ISSN: 2199-4676
DOI: https://doi.org/10.1007/s40860-019-00089-8

Springer Professional

Abstract

Bitte loggen Sie sich ein, um Zugang zu Ihrer Lizenz zu erhalten.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Springer Professional "Technik"

Springer Professional "Wirtschaft"

Weitere Artikel der Ausgabe 3/2019

Home monitoring of motor fluctuations in Parkinson’s disease patients

Mobile cloud computing for indoor emergency response: the IPSOS assistant case study

Reliability on pervasive well-being: will it soon become a reality?

On the impact of dysarthric speech on contemporary ASR cloud platforms

Premium Partner