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Formal description of adaptation of intelligent JSM-systems for clinical and laboratory data analysis

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Automatic Documentation and Mathematical Linguistics Aims and scope

Abstract

This paper presents a formalized description of the adaptation of intelligent JSM systems (IntJSM) for the following medical tasks: prediction of highly pathogenic types of human papilloma virus (HPV) by the cytological results of smear tests; diagnostics of two eye diseases: degenerative retinoschisis and hereditary vitreoretinal dystrophies; diagnostics of systemic lupus erythematosus; and total life-expectancy prognosis based on the analysis of clinical and laboratory data.

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References

  1. Finn, V.K., On Intelligent Data Analysis, Nov. Iskusstvennogo Intellekta, 2004, no. 3, pp. 3–18.

  2. Finn, V.K., Blinova, V.G., Pankratova, E. S., and Fabrikantova, E.F., Intelligent Systems for Medical Data Analysis, part 1, Vrach i Inf. Tekhnol., 2006, no. 5, pp. 62–70.

  3. Finn, V.K., Blinova, V.G., Pankratova, E.S., and Fabrikantova, E.F., Intelligent Systems for Medical Data Analysis, part 2, Vrach i Inf. Tekhnol., 2006, no. 6, pp. 50–60.

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  5. Pankratova, E.S., Mikhailova, I.N., Dobrynin, D.A., Samoilenko, I.V., Reshetnikova, V.V., Shelepova, V.M., Demidov, L.V., Baryshnikov, A.Yu., and Finn, V.K., On the Application of an Intelligent Computer-Aided System for the Analysis of Clinical Data on Melanoma Patients, Ross. Bioterapevticheskii Zh., 2010, vol. 9, no. 2, p. 54.

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  6. Pankratova, E.S., An Intelligent System of JSM-Type for Clinical Data Analysis, Nauchno-Tekh. Inf., Ser. 2, 2011, no. 4, pp. 8–16.

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Authors and Affiliations

  1. All-Russian Institute for Scientific and Technical Information, Russian Academy of Sciences, Moscow, Russia

    E. S. Pankratova & D. V. Vinogradov

Authors
  1. E. S. Pankratova
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  2. D. V. Vinogradov
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Correspondence to E. S. Pankratova.

Additional information

Original Russian Text © E.S. Pankratova, D.V. Vinogradov, 2011, published in Nauchno-Tekhnicheskaya Informatsiya, Seriya 2, 2011, No. 9, pp. 1–5.

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Pankratova, E.S., Vinogradov, D.V. Formal description of adaptation of intelligent JSM-systems for clinical and laboratory data analysis. Autom. Doc. Math. Linguist. 45, 213–217 (2011). https://doi.org/10.3103/S0005105511050049

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  • DOI: https://doi.org/10.3103/S0005105511050049

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