Evaluation of the diagnostic value of texture analysis of CT images in differentiating benign and malignant tumors of the jaws

Abdullaeva L.Sh., Khodjibekov M.Kh., Khodjibekova Y.M., Полатова Д.Ш., Pattakhov A.Sh.

Интегративная стоматология и челюстно-лицевая хирургия · 2024-yil

Annotatsiya

Purpose of the study: to determine the diagnostic value of using radiomics in differentiating benign and malignant formations of the jaws on MSCT images.Material and methods: A radiomics analysis of CT images was retrospectively performed in 65 patients with histologically and clinically verified tumors of the jaws (28 benign and 37 malignant tumors). For texture analysis, the LIFEx 7.10 program (C. Nioche, F. Orlhac etc.) was used.Results: Using the Kruskal-Wallis test, 1 of 39 texture parameters - DISCRETIZED_AUC_CSH - showed statistically significant differences between benign and malignant tumors of the jaws (p<0.05). A predictive model was built from the selected texture feature using logistic regression. PredDis= 1/ (1 + exp (-1.02914-0.0044970* DISCRETIZED_AUC_CSH)). The regression values calculated from the model were normalized in the range from 0 to 1 using logit transformation and were used as texture heterogeneity indices.Conclusion: Texture analysis of CT images allows noninvasive prediction of benign or malignant nature of tumors of the upper and lower jaws. The texture heterogeneity index calculated from the logistic texture model has the highest prognostic accuracy. Texture analysis transforms standard computed tomography into a multiparametric study, complementing the qualitative assessment of anatomical details of the visualized formation with a quantitative functional indicator characterizing intratumor spatial heterogeneity.

Maqola ma’lumotlari
MualliflarAbdullaeva L.Sh., Khodjibekov M.Kh., Khodjibekova Y.M., Полатова Д.Ш., Pattakhov A.Sh.
JurnalИнтегративная стоматология и челюстно-лицевая хирургия
NashriyotТошкент давлат стоматология институти
ISSN2181-3574
Nashr sanasi2024-12-20
Jild3
Son3(8)
Betlar48-56
TilIngliz
Ilmiy sohaTibbiyot
DOI10.57231/j.idmfs.2024.3.3.005
Indeksga qo‘shilgan2026-09-02

DOI: 10.57231/j.idmfs.2024.3.3.005 · Maqolaning asl sahifasi · PDF

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APAAbdullaeva L.Sh., Khodjibekov M.Kh., Khodjibekova Y.M., Полатова Д.Ш., & Pattakhov A.Sh. (2024). Evaluation of the diagnostic value of texture analysis of CT images in differentiating benign and malignant tumors of the jaws. Интегративная стоматология и челюстно-лицевая хирургия, 3(3(8)), 48-56. https://doi.org/10.57231/j.idmfs.2024.3.3.005
GOST (OAK)Abdullaeva L.Sh. va b. Evaluation of the diagnostic value of texture analysis of CT images in differentiating benign and malignant tumors of the jaws // Интегративная стоматология и челюстно-лицевая хирургия. – 2024. – T. 3, № 3(8). – P. 48-56. – DOI: 10.57231/j.idmfs.2024.3.3.005.
MLAAbdullaeva L.Sh., Khodjibekov M.Kh., Khodjibekova Y.M., Полатова Д.Ш., and Pattakhov A.Sh. “Evaluation of the diagnostic value of texture analysis of CT images in differentiating benign and malignant tumors of the jaws.” Интегративная стоматология и челюстно-лицевая хирургия, 3(3(8)), 48-56, 2024. https://doi.org/10.57231/j.idmfs.2024.3.3.005
ChicagoAbdullaeva L.Sh., Khodjibekov M.Kh., Khodjibekova Y.M., Полатова Д.Ш., and Pattakhov A.Sh. “Evaluation of the diagnostic value of texture analysis of CT images in differentiating benign and malignant tumors of the jaws.” Интегративная стоматология и челюстно-лицевая хирургия, 3(3(8)), 48-56 (2024). https://doi.org/10.57231/j.idmfs.2024.3.3.005
HarvardAbdullaeva L.Sh., Khodjibekov M.Kh., Khodjibekova Y.M., Полатова Д.Ш., and Pattakhov A.Sh (2024) ‘Evaluation of the diagnostic value of texture analysis of CT images in differentiating benign and malignant tumors of the jaws’, Интегративная стоматология и челюстно-лицевая хирургия, 3(3(8)), 48-56. https://doi.org/10.57231/j.idmfs.2024.3.3.005
BibTeX
@article{abdullaevalsh2024,
  title = {Evaluation of the diagnostic value of texture analysis of CT images in differentiating benign and malignant tumors of the jaws},
  author = {Abdullaeva L.Sh. and Khodjibekov M.Kh. and Khodjibekova Y.M. and Полатова Д.Ш. and Pattakhov A.Sh.},
  journal = {Интегративная стоматология и челюстно-лицевая хирургия},
  year = {2024},
  volume = {3},
  number = {3(8)},
  pages = {48-56},
  doi = {10.57231/j.idmfs.2024.3.3.005},
  url = {https://doi.org/10.57231/j.idmfs.2024.3.3.005}
}

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