TIBBIY DIAGNOSTIKADA FOTON-SANOVCHI KT DAN FOYDALANISHNING ZAMONAVIY YO‘NALISHLARI
DOI:
https://doi.org/10.65164/4e8ke827Kalit so‘zlar:
foton sanovchi kompyuter tomografiyasi,spectral buzilish, detector kalibrlashi, materiallarni tasniflash, spectral korreksiya algoritmlari, tasvir sifatini oshirishAbstrak
Ushbu maqolada rentgen foton-sanovchi kompyuter tomografiyasi (FSKT) tizimlarida kuzatiladigan detektor spektral buzilishlarining tasvir sifatiga ta’siri va ularni korreksiyalash usullari o‘rganildi. Spektral buzilishlar – piksel darajasidagi energiya siljishi, puls yig‘ilishi (pulse pile-up) va chiziqsiz javob kabi omillardan kelib chiqib, materiallarni to‘g‘ri tasniflash jarayonida xatolarga sabab bo‘ladi. Tadqiqotda energiya bo‘yicha kalibrlash, fizik modellashtirish va rekonstruksiya algoritmlariga asoslangan korreksiya yondashuvlari tahlil qilindi. Natijalar shuni ko‘rsatdiki, spektral buzilishlarni tuzatish tasvirning energiya bo‘yicha aniqligini oshiradi hamda yumshoq va qattiq to‘qimalarni differensial aniqlashda sezilarli yaxshilanishga olib keladi. Ushbu natijalar foton-sanovchi KT texnologiyasini klinik diagnostikada yanada ishonchli qo‘llash imkonini beradi
Havolalar
1. D. Jumanazarov, J. Koo, M. Busi, H. F. Poulsen, U. L. Olsen, M. Iovea, System-independent
material classification through X-ray attenuation decomposition from spectral X-ray CT, NDT
and EInternational 116 (2020) 102336.
2. Ding, H., et al. (2018). Spectral distortion correction for photon-counting detectors in CT.
Physics in Medicine & Biology, 63(3), 035008. Xu, Q., et al. (2021).
3. Leng, S., et al. (2019). Photon-counting detector CT: System design and clinical applications.
Radiographics, 39(3), 729–743.
4. Modeling and correction of pulse pile-up effects in photon-counting CT detectors. Medical
Physics, 48(6), 2875–2888. Yu, Z., et al. (2016).
5. Simulation and correction of charge sharing in photon-counting detectors. Medical Physics,
43(1), 121–132. Zhang, Y., et al. (2020).
6. Spectral calibration and material classification in photon-counting CT. Physics in Medicine &
Biology, 65(12), 125010.
7. Si-Mohamed, S., et al. (2017). Review of spectral CT: Principles, applications and future
directions. European Radiology, 27(8), 3213–3226.
8. Taguchi, K., & Iwanczyk, J. S. (2013). Vision 20/20: Single photon counting X-ray detectors in
medical imaging. Medical Physics, 40(10), 100901.
9. Willemink, M. J., et al. (2018). Photon-counting CT: Technical principles and clinical prospects.
Radiology, 289(2), 293–312