Mathematical Method For Determining The Critical Size Of A Lymph Node Using Ultrasonography

The paper investigates the values of the patient’s lymph nodes measured by ultrasonography in order to determine such a critical value that would exclude the actual size of the gland exceeding the given value, which is necessary for a reliable selection of the treatment method. The uniformity of the arithmetic means and variances of the random component of the observation groups is established. Also, their probability distribution is in accordance with the normal law. Using this, a critical value for the size of a patient’s lymph node measured by ultrasonography has been obtained - when the measured value of the node does not exceed it, a decision is made with a given reliability that the lymph node size is below the critical value. Keywords : lymph node; ultrasonography; computed tomography; Bartlett’s criteria; Fisher’s criteria; Kolmogorov-Smirnov test

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Publication Details

Journal
Journal of Clinical Endocrinology and Metabolism
Published
2025-09-27
DOI
https://doi.org/10.52338/jocem.2025.5090
Primary Topic
Radiomics and Machine Learning in Medical Imaging
Type
article
Field-Weighted Citation Impact
0.00

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article

Mathematical Method For Determining The Critical Size Of A Lymph Node Using Ultrasonography

K. J. Kachiashvili, Vakhtang Kvaratskhelia, I.K. Kachiashvili
Journal of Clinical Endocrinology and Metabolism
Radiomics and Machine Learning in Medical Imaging
article

Mathematical Method For Determining The Critical Size Of A Lymph Node Using Ultrasonography

K. J. Kachiashvili, Vakhtang Kvaratskhelia, I.K. Kachiashvili
article en

Abstract

The paper investigates the values of the patient’s lymph nodes measured by ultrasonography in order to determine such a critical value that would exclude the actual size of the gland exceeding the given value, which is necessary for a reliable selection of the treatment method. The uniformity of the arithmetic means and variances of the random component of the observation groups is established. Also, their probability distribution is in accordance with the normal law. Using this, a critical value for the size of a patient’s lymph node measured by ultrasonography has been obtained - when the measured value of the node does not exceed it, a decision is made with a given reliability that the lymph node size is below the critical value. Keywords : lymph node; ultrasonography; computed tomography; Bartlett’s criteria; Fisher’s criteria; Kolmogorov-Smirnov test

Journal of Clinical Endocrinology and MetabolismVol. 13(1)
National Science Foundation, Shota Rustaveli National Science Foundation
Openalex Percentile: Top 58%
Radiomics and Machine Learning in Medical Imaging
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