METHODS AND ALGORITHMS FOR ANALYSIS OF MEDICAL DATA
Keywords:
Non-quantitative medical data, data collection, character transformation, intelligent analysis, searching for hidden patterns in the original data and statistical methods, clustering algorithmsAbstract
Currently, digital technologies and artificial intelligence are widely used in the field of medicine and pharmacy. This article presents methods and algorithms for using various types of technical control and computer processing tools in the analysis of a wide range of medical data, including the intellectual analysis of pharmaceutical data. This is done by developing special programs and technologies that allow planning the achievement of extreme physiological and physical indicators in the field of healthcare, based on the development of methods and algorithms for quantitative medical data analysis
References
Adams V, Linke A. Jismoniy mashqlar bilan shug‘ullanishning yurak-qon tomir kasalliklari va xavfiga ta’siri. Kasallikning oldini olish uchun turmush tarzini o‘zgartirish. birlamchi parvarish 2019;1865 (4):728-34. https://doi.org/10.1016/j.bbadis.2018.08.01
Blume K, Nina Ko‘rber N, [...], Wolfarth B. Training load, immune status and clinical outcomes in young athletes: A controlled, prospective, longitudinal study // Front Physiol. 2018-yil; 9:120.
Cardoos N. Haddan tashqari mashq qilish sindromi // Curr Sports Med Rep. 2015-yil may-iyun;14 (3):157-8.
Fazilov S.K., Mirzayev N.M. va Mirzayeva G.R. Elementar almashtirishlar modellarini qurish asosida tanib olishning modifikatsiyalangan algoritmlari. Protsedura Informatika. 2019:671-678
Fazilov S, Yusupov O, Radjabov S, Eshonqulov E va Abdiyeva K. Ko‘p spektrli sun’iy yo‘ldosh tasvirlarini o‘tkirlash usullarini tahlil qilish. AIP konferensiyasi. Prok. 2024-yil 27-noyabr; 3244 (1): 030080. https://doi.org/10.1063/5.0241414.
Kerimov F.A., Islamova J.I., Davis N.A., Syrov V.N., Osipova S.O. Intestinal parasitic diseases in junior wrestlers: imitation of overtraining syndrome // Intern. J. Wres-tling Science. sent. 2014. 4-jild, 2-son. S. 15-18.
Lyuis N.A., Deyv Kollinz D., Pedlar Ch. R., Rogers J.P. Can clinicians and scientists explain and prevent unexplained underperformance syndrome in elite athletes: an interdisciplinary perspective and 2016 update // BMJ Open Sport Exerc Med. 2015-yil; 1 (1): e000063.
Matkarimov R., Adilov S., Kerimov F., Korobeynikov G., Korobeynikova L., Bakiyev Z., Abdurazzokov K.A. Usovershenstvovaniye texniko-takticheskix xarakteristik luchshix borsov. shss [Internet]. 2024-yil 30-dekabr (2025-yil 18-sentyabr);28 (4):197-03. Mavjud: https://shssjournal.com/index.php/journal/article/view/189
Rashid Matkarimov, Georgiy Korobeynikov, Yrui Tropin, Viktoriya Biletska, Devid Kerbi, Milorad Dokmanak, Fikrat Kerimov. Indicators of spectacle in wrestling at the 2021 Olympic Games. shss [Internet]. 2024Mar.31 [ iqtibos 2025Sep.18];28 (1):38-3. Manba: https://shssjournal.com/index.php/journal/article/view/124
Narzullayev D.Z., Abdurahmonov B.A., Baydullayev A.S., Ilyasov S.T. va Shodmonov Q.Q. Regression tahlil vazifasi uchun belgi turlarini transformatsiyalash. IOP Conference Series: Materials Science and Engineering. 2020-yil;862 5:052065
Narzullayev D, Tursunov A, Samigova N, Tursunov U va Shadmanov K. Yuqori malakali sportchilar salomatligi uchun xavf omillarini baholash usullari. E3S Web of Conferences. 2021-yil;284 01010.
Nishanov A.X., Akbaraliyev B.B., Tadjibayev S.K. Timsollarni aniqlashda bitta xususiyatni tanlash algoritmi haqida. AISC, 2020:1323:103-112. https://doi.org/10.1007/978-3-030-68004-6_13
Nishanov A.K., Akbarova M.K., Tursunov A.T., Ollamberganov F.F. va Rashidova D.E. Obyektlar o‘xshashligi asosida klasterlash algoritmi. Journal of Mathematics, Mechanics and Computer Science. 2024-yil;123 (3).
Nishanov A. X., Ruzibayev O. B., Chedjou J. S., Kyamakya K., Kolli Abhiram, Perumadura De Silva, Djurayev G. P. i Xasanova M. A. Algoritm vibora informativnix simptomov pri klassifikatsii meditsinskix dannix. World Scientific Proceedings Series on Computer Engineering and Information Science Developments of Artificial Intelligence Technologies in Computing and Robotics. 2020:647-658.
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Copyright (c) 2025 ALISHER Tursunov, Axram Nishanov, Davronbek Narzullayev, Erkin Rahmonov
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