Robustness of radiomics within photon-counting detector CT: impact of acquisition and reconstruction factors - Takeaways - MDSpire

Robustness of radiomics within photon-counting detector CT: impact of acquisition and reconstruction factors

  • By

  • Huan Zhang

  • Tingwei Lu

  • Lingyun Wang

  • Yue Xing

  • Yangfan Hu

  • Zhihan Xu

  • Junjie Lu

  • Jiarui Yang

  • Jingshen Chu

  • Benyan Zhang

  • Jingyu Zhong

  • January 31, 2025

  • 0 min

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  • 1

    Radiomics is increasingly recognized for its clinical potential in diagnosis, stratification, staging, prognosis, and treatment response.

  • 2

    Robustness of radiomics features is essential for their clinical applicability, yet generalizability remains a challenge.

  • 3

    The study investigates the impact of acquisition and reconstruction factors on radiomics robustness within photon-counting detector CT.

  • 4

    A phantom study was conducted using 28 materials to assess the variability of radiomics features under different scanning parameters.

  • 5

    Findings indicate limited stability of radiomics features between photon-counting and dual-energy CT systems.

Original Source(s)

Robustness of radiomics within photon-counting detector CT: impact of acquisition and reconstruction factors

  • by Huan Zhang, Tingwei Lu, Lingyun Wang, Yue Xing, Yangfan Hu, Zhihan Xu, Junjie Lu, Jiarui Yang, Jingshen Chu, Benyan Zhang, Jingyu Zhong

  • January 31, 2025

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