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Automatic Documentation and Mathematical Linguistics

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01-12-2023 | INTELLIGENT SYSTEMS

On the Application of Heuristics of the JSM Method of Automated Research Support in Computed Tomography

Authors: O. P. Shesternikova, V. K. Finn, K. A. Lesko, L. V. Vinokurova

Published in: Automatic Documentation and Mathematical Linguistics | Issue 6/2023

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Abstract—

A study has been conducted to determine the feasibility of referring patients with chronic pancreatitis to computed tomography using the JSM method of automated research support. This study structurally repeats a similar study from 2022 but uses refined heuristics for finding empirical regularities, while for the first time using the union of predictions for various strategies of the JSM method, provided that the predictions are consistent. A comparison of the results of the described study and the study of 2022 is provided.

previous article On Empirical Regularities in the JSM Method of Automated Research Support

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Shesternikova, O.P., Finn, V.K., Les’ko, K.A., and Vinokurova, L.V., Intelligent system for predicting the feasibility of using computed tomography, Sci. Tech. Inf. Process., 2023, vol. 50, no. 5. https://doi.org/10.3103/S0147688223050131

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Shesternikova, O.P., Finn, V.K., Lesko, K.A., and Vinokurova, L.V., Application of the JSM method of automated research support to predict diabetes development in patients with chronic pancreatitis, Autom. Doc. Math. Linguist., 2023, vol. 57, no. 2, pp. 91–100. https://doi.org/10.3103/s0005105523020085CrossRef

Finn, V.K., On the heuristics of JSM research (additions to articles), Autom. Doc. Math. Linguist., 2019, vol. 53, no. 5, pp. 250–282. https://doi.org/10.3103/s0005105519050078CrossRef

Gusakova, S.M., The structure of relations in a set of JSM strategies, Autom. Doc. Math. Linguist., 2022, vol. 56, no. 3, pp. 111–115. https://doi.org/10.3103/s0005105522030025CrossRef

Title: On the Application of Heuristics of the JSM Method of Automated Research Support in Computed Tomography
Authors: O. P. Shesternikova
V. K. Finn
K. A. Lesko
L. V. Vinokurova
Publication date: 01-12-2023
Publisher: Pleiades Publishing
Published in: Automatic Documentation and Mathematical Linguistics / Issue 6/2023
Print ISSN: 0005-1055
Electronic ISSN: 1934-8371
DOI: https://doi.org/10.3103/S0005105523060079

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