Brain tumor classification using transfer learning with MOBILENETV2

Arabboev , Mukhriddin

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

Annotatsiya

This study presents a brain tumor classification system utilizing transfer learning with the MobileNetV2 architecture. The system is designed to classify brain MRI images into four categories: glioma, meningioma, pituitary tumor, and no tumor. The proposed model achieved a test accuracy of 93.36% using a dataset of 7023 MRI images. The results confirm that MobileNetV2, when fine-tuned, offers a computationally efficient yet highly accurate solution suitable for clinical application and edge device deploymen

Maqola ma’lumotlari
MualliflarArabboev , Mukhriddin
JurnalTechscience.uz - техника фанлари долзарб масалалри
NashriyotЖиззах политехника институти
ISSN3030-3702, 3030-3702
Nashr sanasi2025-08-11
Jild3
Son5
Betlar51-63
TilIngliz
Ilmiy sohaTexnika
DOI10.47390/ts-v3i5y2025n8
Indeksga qo‘shilgan2026-08-26

DOI: 10.47390/ts-v3i5y2025n8 · Maqolaning asl sahifasi

Kalit so‘zlar

brain Tumor Classification, Deep Learning, MobileNetV2, MRI, Transfer Learning, miya o‘simtasi tasnifi, Chuqur o‘qitish, MobileNetV2, MRT, Transfer learning

Ilmiy soha

Texnika

Iqtibos keltirish

APAArabboev , Mukhriddin (2025). BRAIN TUMOR CLASSIFICATION USING TRANSFER LEARNING WITH MOBILENETV2. Techscience.uz - техника фанлари долзарб масалалри, 3(5), 51-63. https://doi.org/10.47390/ts-v3i5y2025n8
GOST (OAK)Arabboev , Mukhriddin BRAIN TUMOR CLASSIFICATION USING TRANSFER LEARNING WITH MOBILENETV2 // Techscience.uz - техника фанлари долзарб масалалри. – 2025. – T. 3, № 5. – P. 51-63. – DOI: 10.47390/ts-v3i5y2025n8.
MLAArabboev , Mukhriddin. “BRAIN TUMOR CLASSIFICATION USING TRANSFER LEARNING WITH MOBILENETV2.” Techscience.uz - техника фанлари долзарб масалалри, 3(5), 51-63, 2025. https://doi.org/10.47390/ts-v3i5y2025n8
ChicagoArabboev , Mukhriddin. “BRAIN TUMOR CLASSIFICATION USING TRANSFER LEARNING WITH MOBILENETV2.” Techscience.uz - техника фанлари долзарб масалалри, 3(5), 51-63 (2025). https://doi.org/10.47390/ts-v3i5y2025n8
HarvardArabboev , Mukhriddin (2025) ‘BRAIN TUMOR CLASSIFICATION USING TRANSFER LEARNING WITH MOBILENETV2’, Techscience.uz - техника фанлари долзарб масалалри, 3(5), 51-63. https://doi.org/10.47390/ts-v3i5y2025n8
BibTeX
@article{arabboevmukhriddin2025,
  title = {BRAIN TUMOR CLASSIFICATION USING TRANSFER LEARNING WITH MOBILENETV2},
  author = {Arabboev , Mukhriddin},
  journal = {Techscience.uz - техника фанлари долзарб масалалри},
  year = {2025},
  volume = {3},
  number = {5},
  pages = {51-63},
  doi = {10.47390/ts-v3i5y2025n8},
  url = {https://doi.org/10.47390/ts-v3i5y2025n8}
}

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