Formation and preprocessing of MRI and ct image datasets for brain tumors

Mukhamediyeva , Dildora, Abdirakhimov, Amriddin

Techscience.uz - техника фанлари долзарб масалалри · 2025-yil

Annotatsiya

This article examines the crucial role of Magnetic Resonance Imaging (MRI) and Computed Tomography (CT) scans in the diagnosis and classification of brain tumors. From a scientific perspective, the study investigates the processes of compiling MRI and CT brain image datasets, their analysis, development, and preparation for deep learning models.

Maqola ma’lumotlari
MualliflarMukhamediyeva , Dildora, Abdirakhimov, Amriddin
JurnalTechscience.uz - техника фанлари долзарб масалалри
NashriyotЖиззах политехника институти
ISSN3030-3702, 3030-3702
Nashr sanasi2025-06-20
Jild3
Son3
Betlar6-12
TilIngliz
Ilmiy sohaTexnika
DOI10.47390/issn3030-3702v3i3y2025n01
Indeksga qo‘shilgan2026-08-26

DOI: 10.47390/issn3030-3702v3i3y2025n01 · Maqolaning asl sahifasi

Kalit so‘zlar

brain tumors, MRI and CT imaging, deep learning, image preprocessing, FastAPI and TensorFlow, miya oʻsimtalari, MRI va KT tasvirlari, chuqur oʻrganish, tasvirlarni oldinga berish, FastAPI и TensorFlow.

Ilmiy soha

Texnika

Iqtibos keltirish

APAMukhamediyeva , Dildora, & Abdirakhimov, Amriddin (2025). FORMATION AND PREPROCESSING OF MRI AND CT IMAGE DATASETS FOR BRAIN TUMORS. Techscience.uz - техника фанлари долзарб масалалри, 3(3), 6-12. https://doi.org/10.47390/issn3030-3702v3i3y2025n01
GOST (OAK)Mukhamediyeva , Dildora, Abdirakhimov, Amriddin FORMATION AND PREPROCESSING OF MRI AND CT IMAGE DATASETS FOR BRAIN TUMORS // Techscience.uz - техника фанлари долзарб масалалри. – 2025. – T. 3, № 3. – P. 6-12. – DOI: 10.47390/issn3030-3702v3i3y2025n01.
MLAMukhamediyeva , Dildora, and Abdirakhimov, Amriddin. “FORMATION AND PREPROCESSING OF MRI AND CT IMAGE DATASETS FOR BRAIN TUMORS.” Techscience.uz - техника фанлари долзарб масалалри, 3(3), 6-12, 2025. https://doi.org/10.47390/issn3030-3702v3i3y2025n01
ChicagoMukhamediyeva , Dildora, and Abdirakhimov, Amriddin. “FORMATION AND PREPROCESSING OF MRI AND CT IMAGE DATASETS FOR BRAIN TUMORS.” Techscience.uz - техника фанлари долзарб масалалри, 3(3), 6-12 (2025). https://doi.org/10.47390/issn3030-3702v3i3y2025n01
HarvardMukhamediyeva , Dildora, and Abdirakhimov, Amriddin (2025) ‘FORMATION AND PREPROCESSING OF MRI AND CT IMAGE DATASETS FOR BRAIN TUMORS’, Techscience.uz - техника фанлари долзарб масалалри, 3(3), 6-12. https://doi.org/10.47390/issn3030-3702v3i3y2025n01
BibTeX
@article{mukhamediyevadildora2025,
  title = {FORMATION AND PREPROCESSING OF MRI AND CT IMAGE DATASETS FOR BRAIN TUMORS},
  author = {Mukhamediyeva , Dildora and Abdirakhimov, Amriddin},
  journal = {Techscience.uz - техника фанлари долзарб масалалри},
  year = {2025},
  volume = {3},
  number = {3},
  pages = {6-12},
  doi = {10.47390/issn3030-3702v3i3y2025n01},
  url = {https://doi.org/10.47390/issn3030-3702v3i3y2025n01}
}

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