A reference framework for standardization and harmonization of CT radiomics features on cadaveric sample-Reference-Cited by-同舟云学术

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A reference framework for standardization and harmonization of CT radiomics features on cadaveric sample

Published:2024-08-20 Issue:1 Volume:14 Page:
ISSN:2045-2322
Container-title:Scientific Reports
language:en
Short-container-title:Sci Rep

Author:

Levi Riccardo,Mollura Maximiliano,Savini Giovanni,Garoli Federico,Battaglia Massimiliano,Ammirabile Angela,Cappellini Luca A.,Superbi Simona,Grimaldi Marco,Barbieri Riccardo,Politi Letterio S.

Funder

Ministero della Salute

Publisher

Springer Science and Business Media LLC

Link

https://www.nature.com/articles/s41598-024-68158-4.pdf

Reference15 articles.

1. Huisman, M. & Akinci D’Antonoli, T. What a radiologist needs to know about radiomics, standardization, and reproducibility. Radiology. https://doi.org/10.1148/radiol.232459 (2024).

2. Whybra, P. et al. The image biomarker standardization initiative: Standardized convolutional filters for reproducible radiomics and enhanced clinical insights. Radiology https://doi.org/10.1148/radiol.231319 (2024).

3. Zwanenburg, A. et al. The image biomarker standardization initiative: Standardized quantitative radiomics for high-throughput image-based phenotyping. Radiology 295(2), 328–338. https://doi.org/10.1148/radiol.2020191145 (2020).

4. Kalendralis, P. et al. Multicenter CT phantoms public dataset for radiomics reproducibility tests. Med. Phys. 46(3), 1512–1518. https://doi.org/10.1002/mp.13385 (2019).

5. Varghese, B. A. et al. Reliability of CT-based texture features: Phantom study. J. Appl. Clin. Med. Phys. 20(8), 155–163. https://doi.org/10.1002/acm2.12666 (2019).

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