Skip to main content

Virtual Concilium for Diagnostics of Heterogeneous Diseases

  • Conference paper
  • First Online:
Advances in Artificial Systems for Medicine and Education (AIMEE 2017)

Abstract

Heterogeneous diseases are medical and social problems with a high risk of complications, widespread prevalence and insufficient control on the scale of human society. Such diseases are characterized by polymorbidity and Rigelman situations, which requires the participation of a team of specialists of various profiles in diagnostic decision-making. The concept of “Virtual concilium” for modeling collective diagnostic decision-making is proposed. The use of the virtual concilium reduces the number of errors in the diagnosis and, accordingly, increases the quality of diagnostic decisions.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Kolesnikov, A.V.: Gibridnye intellektual’nye sistemy. Teorija i tehnologija razrabotki [Hybrid artificial systems. Theory and development technology]. SPbGTU, St. Petersburg (2001).

    Google Scholar 

  2. Petrovskiy, A.B.: Teoriya prinyatiya resheniy: universitetskiy uchebnik [Decision-making theory: college textbook]. Akademiya, Moscow (2009).

    Google Scholar 

  3. Larichev, O.I.: Teoriya i metody prinyatiya resheniy, a takzhe Khronika sobytiy v Volsheb-nykh stranakh: uchebnik [Theory and methods of decision-making and also: Event history of Fairyland]. Logos, Moscow (2002).

    Google Scholar 

  4. Szuba, T.: Computational Collective Intelligence. Wiley, New York (2001).

    Google Scholar 

  5. Nurgazizova, A.K.: Proiskhozhdenie, razvitie i sovremennaya traktovka ponyatiy “komorbidnost’” i “polimorbidnost’” [Origin, evolution and modern interpretation of concepts “co-morbidity” and “polimorbidity”]. Kazanskiy meditsinskiy zhurnal [Kazanian medical journal] 95(2), 292–296 (2014).

    Google Scholar 

  6. Rigel’man, R.: Kak izbezhat’ vrachebnyh oshibok. Kniga praktikujushhego vracha [How to avoid medical mistakes. The book of the clinician]. Praktika, Moscow (1994).

    Google Scholar 

  7. C.D. Katsis, I. Gkogkou, C.A. Papadopoulos, Y. Goletsis, P.V. Boufounou,”Using Artificial Immune Recognition Systems in Order to Detect Early Breast Cancer”, International Journal of Intelligent Systems and Applications(IJISA), vol.5, no.2, pp.34-40, 2013.DOI: 10.5815/ijisa.2013.02.04

  8. Priti Srinivas Sajja,”Automatic Generation of Agents using Reusable Soft Computing Code Libraries to develop Multi Agent System for Healthcare”, International Journal of Information Technology and Computer Science(IJITCS), vol.7, no.5, pp.48-54, 2015. DOI: 10.5815/ijitcs.2015.05.07

  9. Sahar S. Alqahtani, Sabah Alshahri, Ahood I. Almaleh, Farrukh Nadeem,”The Implementation of Clinical Decision Support System: A Case Study in Saudi Arabia”, International Journal of Information Technology and Computer Science(IJITCS), Vol.8, No.8, pp.23-30, 2016. DOI: 10.5815/ijitcs.2016.08.03

  10. Narin’yani, A.S.: Nedoopredelennost’ v sistemakh predstavleniya i obrabotki znaniy [Uncertainty in the systems of representation and processing of knowledge]. Izvestiya AN SSSR, Seriya Tekhnicheskaya kibernetika [Proceedings of USSR Academy of Sciences, Technical Cybernetics Series] 5, 3–28 (1986).

    Google Scholar 

  11. Plavunov, N.F., Stepanova, V.V., Karaulova, Yu.L., Kotovskaya, Yu.V., Kobalava, Zh., Moiseyev, V.S.: Rol’ arterial’noy gipertonii v strukture i is-khodakh gospitalizatsiy mnogoprofil’nogo skoropomoshchnogo statsionara [The role of arterial hypertension in the patterns and outcomes of hospitalizations at a multidisciplinary emergency care hospital]. Arterial’naya gipertenziya [Arterial hypertension] 10(3), 30–36 (2004).

    Google Scholar 

  12. ESH/ESC: Guidelines for the management of arterial hypertension: The Task Force for the management of arterial hypertension of the European Society of Hypertension (ESH) and of the European Society of Cardiology (ESC). Journal of Hypertension 31(7), 1281–1357 (2013).

    Google Scholar 

  13. Kolesnikov, A.V., Kirikov, I.A., Listopad, S.V., Rumovskaya, S.B., Domanitskiy, A.A.: Reshenie slozhnykh zadach kommivoyazhera metodami funktsional’nykh gibridnykh intellektual’nykh sistem [Solving complex traveling salesman problem using functional hybrid intelligent systems]. IPI RAN, Moscow (2011).

    Google Scholar 

  14. Kirikov, I.A., Kolesnikov, A.V., Rumovskaya, S.B.: Funktsional’naya gibridnaya intellektual’naya sistema dlya podderzhki prinyatiya resheniya pri diagnostike arterial’noy gipertenzii [Functional hybrid intelligent decision support system for diagnosing of the arterial hypertension]. Sistemy i sredstva informatiki [Systems and Means of Informatics] 24(1), 153–179 (2014).

    Google Scholar 

  15. Kirikov, I.A., Kolesnikov, A.V., Listopad, S.V., Rumovskaya, S.B.: ”Virtual’nyi konsilium” – instrumental’naya sreda podderzhki prinyatiya slozhnykh diagnosticheskikh reshenii [“Virtual consilium” – the tool environment for the complex diagnostic decisions support]. Informatika i ee primeneniya [Informatics and Applications] 10(3), 81–90 (2016).

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to S. B. Rumovskaya .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer International Publishing AG

About this paper

Cite this paper

Rumovskaya, S.B., Listopad, S.V., Kolesnikov, A.V. (2018). Virtual Concilium for Diagnostics of Heterogeneous Diseases. In: Hu, Z., Petoukhov, S., He, M. (eds) Advances in Artificial Systems for Medicine and Education. AIMEE 2017. Advances in Intelligent Systems and Computing, vol 658. Springer, Cham. https://doi.org/10.1007/978-3-319-67349-3_21

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-67349-3_21

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-67348-6

  • Online ISBN: 978-3-319-67349-3

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics