In this research paper, the development and application of parallelization techniques for the efficient solution of systems of logical equations, particularly in the field of medical diagnostics, are described. The primary article presents a software tool that leverages the PyTorch library for rapid and parallel analysis of logical relationships between diseases and their symptoms, formulating these relationships in terms of Boolean algebra. The program automates the generation, solution, and storage of results for these systems, demonstrating significant computational acceleration through the utilization of graphical processing units (GPUs). The overarching objective of the study is to identify precise dependencies of symptoms on cardiological diseases to support clinical decision-making. In addressing this challenge, the most effective approach to achieving clarity and logical substantiation of reasoning is through the application of mathematical methods.
| Mualliflar | Урунбаев, Э., Абдирофиев, Н., Туримов, Д. |
|---|---|
| Jurnal | Рақамли технологияларнинг назарий ва амалий масалалари |
| Nashriyot | ТАТУ Самарқанд филиали |
| ISSN | 2181-3086, 2181-3094 |
| Nashr sanasi | 2025-09-30 |
| Jild | 8 |
| Son | 3 |
| Betlar | 142-148 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| DOI | 10.62132/ijdt.v8i3.297 |
| Indeksga qo‘shilgan | 2026-08-26 |
DOI: 10.62132/ijdt.v8i3.297 · Maqolaning asl sahifasi
кардиологические заболевания, логическая функция, медицинская диагностика, симптомы болезней, система логических уравнений, cardiac diseases, disease symptoms, logical function, medical diagnostics, system of logical equations
| APA | Урунбаев, Э., Абдирофиев, Н., & Туримов, Д. (2025). Methods for Solving Systems of Logical Equations using Parallelization Technology in Medical Diagnostics. Рақамли технологияларнинг назарий ва амалий масалалари, 8(3), 142-148. https://doi.org/10.62132/ijdt.v8i3.297 |
|---|---|
| GOST (OAK) | Урунбаев, Э., Абдирофиев, Н., Туримов, Д. Methods for Solving Systems of Logical Equations using Parallelization Technology in Medical Diagnostics // Рақамли технологияларнинг назарий ва амалий масалалари. – 2025. – T. 8, № 3. – P. 142-148. – DOI: 10.62132/ijdt.v8i3.297. |
| MLA | Урунбаев, Э., Абдирофиев, Н., and Туримов, Д. “Methods for Solving Systems of Logical Equations using Parallelization Technology in Medical Diagnostics.” Рақамли технологияларнинг назарий ва амалий масалалари, 8(3), 142-148, 2025. https://doi.org/10.62132/ijdt.v8i3.297 |
| Chicago | Урунбаев, Э., Абдирофиев, Н., and Туримов, Д. “Methods for Solving Systems of Logical Equations using Parallelization Technology in Medical Diagnostics.” Рақамли технологияларнинг назарий ва амалий масалалари, 8(3), 142-148 (2025). https://doi.org/10.62132/ijdt.v8i3.297 |
| Harvard | Урунбаев, Э., Абдирофиев, Н., and Туримов, Д (2025) ‘Methods for Solving Systems of Logical Equations using Parallelization Technology in Medical Diagnostics’, Рақамли технологияларнинг назарий ва амалий масалалари, 8(3), 142-148. https://doi.org/10.62132/ijdt.v8i3.297 |
| BibTeX | @article{article2025,
title = {Methods for Solving Systems of Logical Equations using Parallelization Technology in Medical Diagnostics},
author = {Урунбаев, Э. and Абдирофиев, Н. and Туримов, Д.},
journal = {Рақамли технологияларнинг назарий ва амалий масалалари},
year = {2025},
volume = {8},
number = {3},
pages = {142-148},
doi = {10.62132/ijdt.v8i3.297},
url = {https://doi.org/10.62132/ijdt.v8i3.297}
} |
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