This work analyzes modern approaches to medical image analysis for earlydetection of kidney diseases, and studies the role of segmentation and classification algorithms indetecting kidney tumors, stones, and other pathological conditions based on CT, MRI, andultrasound images. In particular, it is emphasized that deep learning models such as CNN and UNethave high accuracy. At the end of the study, a comparative analysis of the algorithms ispresented.
| Mualliflar | Mamatov N.S, Jo‘rayev I.A, Jalelova M.M, Jumayev B.J |
|---|---|
| Jurnal | Management and Economics Scientific Research Journal |
| Nashriyot | Тошкент менежмент ва иқтисодиёт институти |
| Nashr sanasi | 2025-04-18 |
| Jild | 2 |
| Son | 2 |
| Betlar | 92-95 |
| Til | O‘zbek |
| Ilmiy soha | Texnika |
| Indeksga qo‘shilgan | 2026-09-10 |
Segmentatsiya algoritmlari, tasniflash, chuqur o‘qitish, convolutional Neural Networks (CNN), U-Net, thresholding, Watershed algoritmi.
| APA | Mamatov N.S, Jo‘rayev I.A, Jalelova M.M, & Jumayev B.J (2025). TIBBIY TASVIRLARNI TAHLIL QILISH USUL VA ALGORITMLARI. Management and Economics Scientific Research Journal, 2(2), 92-95. https://journals.timeedu.uz/index.php/mesr/article/view/361 |
|---|---|
| GOST (OAK) | Mamatov N.S va b. TIBBIY TASVIRLARNI TAHLIL QILISH USUL VA ALGORITMLARI // Management and Economics Scientific Research Journal. – 2025. – T. 2, № 2. – B. 92-95. |
| MLA | Mamatov N.S, Jo‘rayev I.A, Jalelova M.M, and Jumayev B.J. “TIBBIY TASVIRLARNI TAHLIL QILISH USUL VA ALGORITMLARI.” Management and Economics Scientific Research Journal, 2(2), 92-95, 2025. https://journals.timeedu.uz/index.php/mesr/article/view/361 |
| Chicago | Mamatov N.S, Jo‘rayev I.A, Jalelova M.M, and Jumayev B.J. “TIBBIY TASVIRLARNI TAHLIL QILISH USUL VA ALGORITMLARI.” Management and Economics Scientific Research Journal, 2(2), 92-95 (2025). https://journals.timeedu.uz/index.php/mesr/article/view/361 |
| Harvard | Mamatov N.S, Jo‘rayev I.A, Jalelova M.M, and Jumayev B.J (2025) ‘TIBBIY TASVIRLARNI TAHLIL QILISH USUL VA ALGORITMLARI’, Management and Economics Scientific Research Journal, 2(2), 92-95. https://journals.timeedu.uz/index.php/mesr/article/view/361 |
| BibTeX | @article{mamatovns2025,
title = {TIBBIY TASVIRLARNI TAHLIL QILISH USUL VA ALGORITMLARI},
author = {Mamatov N.S and Jo‘rayev I.A and Jalelova M.M and Jumayev B.J},
journal = {Management and Economics Scientific Research Journal},
year = {2025},
volume = {2},
number = {2},
pages = {92-95},
url = {https://journals.timeedu.uz/index.php/mesr/article/view/361}
} |
Boshqa maqola uchun iqtibos tayyorlash
This paper analyzes the performance of Python, C++, and Java programminglanguages for performing matrix operations. The main matrix operations, such as matrix addition,multiplication, finding the inverse, and…
This paper examines the use of linear regression models to predict the air qualityindex (HSI), first analyzing historical air quality index data and taking into account their timetrends.
This article analyzes the role of Information Technology and digitaltransformation in modern banking activities. Digital changes in the banking industry, theintroduction of innovative technologies and the transformation…
This research work is devoted to the issue of reducing noise in speech signals, inwhich the idea of dividing a noisy speech signal into segments and applying pairs of noisereduction filters to them is presented. In this…
This article analyzes the characteristics, composition and importance of medicalimage databases in the development of artificial intelligence algorithms. A comparative analysisof such widely used databases in the field…
This work describes the process of reconstructing a three-dimensional (3D)model of the kidney organ based on 2D medical images, in which the stages of segmentation, 3Dreconstruction and visualization of medical images…
This work examines modern software tools and technical devices designed todetect emotions based on indicators of human emotional state such as facial expressions, voice,biometric signals (EEG, GSR, EMG), as well as…
The article examines the methods and algorithms for character formation usedin text data classification. In particular, the Bag of Words (BoW) model, TF-IDF indicator, andOne-hot encoding methods are analyzed. The…
The most active participants in the digital education system are educators andlearners, future specialists. Therefore, it is extremely important for them to have a high level ofprofessional competence. Based on the…
This article describes the stages of processing unstructured text data and theprocess of extracting knowledge based on them. It is shown that text data analysis is carried outin five main stages: text recognition…
Management and Economics Scientific Research Journal — barcha maqolalar · 2025-yil arxivi
This paper examines the use of linear regression models to predict the air qualityindex (HSI), first analyzing historical air quality index data and taking into account their timetrends.
The article examines the methods and algorithms for character formation usedin text data classification. In particular, the Bag of Words (BoW) model, TF-IDF indicator, andOne-hot encoding methods are analyzed. The…
Ushbu maqolada o‘quvchilarning ma’naviy immunologik tarbiyasini shakllantirishning ilmiy asoslari batafsiltahlil qilinadi. Unda “ma’naviy immunitet” tushunchasi, uning tarkibiy qismlari va xususiyatlari nazariy jihatdan…
maqolada shaxsning iqtisodiy xavfsizligi mohiyati va unga ta’sir etuvchi ichki va tashqi tahdidlar tadqiq etilgan.Shu bilan birga, tizimlashtirilgan davlatning ijtimoiy siyosati, aholini daromadlar bo‘yicha…
The article studies modern methods used in image classification. Classificationmethods such as traditional methods, CNN (Convolutional Neural Network), Vision Transformer(ViT) and hybrid approaches are compared. The…
This article analyzes the characteristics, composition and importance of medicalimage databases in the development of artificial intelligence algorithms. A comparative analysisof such widely used databases in the field…
This article examines compression as a meaning-oriented strategy in sign language translation and interpreting. Compression is understood not as arbitrary shortening, but as the selective reformulation of a source…
This study investigates the impact of Edge Computing on bandwidth utilization in Internet of Things (IoT)–driven Nigerian telecom networks. The rapid growth of IoT devices has significantly increased data traffic…
This article analyzes the scientific, pedagogical, and methodological foundations for the effective integration of national upbringing factors with modern global competencies in the context of continuous education…
This article addresses the problem of improving an adaptive traffic signal control algorithm at urban intersections by taking into account the dynamic characteristics of traffic flow. Fixed-time control under conditions…
Maqolada paxta xomashyosini yirik iflosliklardan tozalash jarayonida arrali baraban va kolosnikli panjara o‘rtasidagi o‘zaro ta’sirni takomillashtirish masalasi ko‘rib chiqilgan. Mavjud tozalagichlarda qo‘llaniladigan…
Maqolada paxta xomashyosini yirik va mayda iflosliklardan tozalash samaradorligini oshirishga qaratilgan ilmiy tadqiqotlar tizimlashtirilib, konstruktiv va texnologik omillarning o‘zaro ta’siri qiyosiy tahlil qilindi…