A Framework for Harmonization of Radiomics Data for Multicenter Studies and Clinical Trials - Concepedia

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Publication | Open Access

A Framework for Harmonization of Radiomics Data for Multicenter Studies and Clinical Trials

DOI Full Paper Access

23

Citations

26

References

2022

Year

Moataz Soliman, Linda C. Kelahan, Michael Magnetta, Hatice Savas, Rishi Agrawal, Ryan Avery, Pascale Aouad, Benjamin P. Liu, Yue Xue, Young Kwang Chae,

JCO Clinical Cancer Informatics

Abstract

The model removed scanner-associated effects while preserving cancer-specific functional dependence of radiomic features.

References

	Year	Citations
New response evaluation criteria in solid tumours: Revised RECIST guideline (version 1.1) E. Eisenhauer, P. Therasse, Jan Bogaerts, European Journal of Cancer Surgical OncologyRecist GuidelineMedicineCancer ManagementSolid Tumours	2008	28.6K
New Guidelines to Evaluate the Response to Treatment in Solid Tumors Patrick Therasse, Susan G. Arbuck, Elizabeth A. Eisenhauer, JNCI Journal of the National Cancer Institute World Health OrganizationSolid TumorsCancer ManagementMetronomic ChemotherapyResponse Assessment	2000	15.7K
Adjusting batch effects in microarray expression data using empirical Bayes methods W. Evan Johnson, Cheng Li, Ariel Rabinovic Biostatistics	2006	8.7K
The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping Alex Zwanenburg, Martin Vallières, Mahmoud A. Abdalah, Radiology	2020	3.6K
Colon Cancer, Version 2.2021, NCCN Clinical Practice Guidelines in Oncology Al B. Benson, Alan P. Venook, Mahmoud M. Al-Hawary, Journal of the National Comprehensive Cancer Network	2021	1.7K
<b>robustlmm</b>: An <i>R</i> Package for Robust Estimation of Linear Mixed-Effects Models Manuel Koller Journal of Statistical Software R PackageEngineeringRobust ModelingRobust StatisticEnvironmental Health	2016	645
Measuring Computed Tomography Scanner Variability of Radiomics Features Dennis Mackin, Xenia Fave, Lifei Zhang, Investigative Radiology	2015	632
Radiomics of CT Features May Be Nonreproducible and Redundant: Influence of CT Acquisition Parameters R. Berenguer, María del Rosario Pastor-Juan, Jesús Canales‐Vázquez, Radiology Computed TomographyRf ReproducibilityHealth SciencesMedical ImagingDiagnosis	2018	596
Intrinsic dependencies of <scp>CT</scp> radiomic features on voxel size and number of gray levels M. Shafiq Hassan, Geoffrey Zhang, Kujtim Latifi, Medical Physics	2017	564
<sup>18</sup>F-FDG PET Uptake Characterization Through Texture Analysis: Investigating the Complementary Nature of Heterogeneity and Functional Tumor Volume in a Multi–Cancer Site Patient Cohort Mathieu Hatt, Mohamed Majdoub, Martin Vallières, Journal of Nuclear Medicine	2014	430

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