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Multiparametric Data-driven Imaging Markers: Guidelines for Development, Application and Reporting of Model Outputs in Radiomics.
Wang X, Pennello G, deSouza NM, Huang EP, Buckler AJ, Barnhart HX, Delfino JG, Raunig DL, Wang L, Guimaraes AR, Hall TJ, Obuchowski NA. Wang X, et al. Among authors: guimaraes ar. Acad Radiol. 2023 Feb;30(2):215-229. doi: 10.1016/j.acra.2022.10.001. Epub 2022 Nov 18. Acad Radiol. 2023. PMID: 36411153 Free PMC article. Review.
Multiparametric Quantitative Imaging in Risk Prediction: Recommendations for Data Acquisition, Technical Performance Assessment, and Model Development and Validation.
Huang EP, Pennello G, deSouza NM, Wang X, Buckler AJ, Kinahan PE, Barnhart HX, Delfino JG, Hall TJ, Raunig DL, Guimaraes AR, Obuchowski NA. Huang EP, et al. Among authors: guimaraes ar. Acad Radiol. 2023 Feb;30(2):196-214. doi: 10.1016/j.acra.2022.09.018. Epub 2022 Oct 21. Acad Radiol. 2023. PMID: 36273996 Free PMC article. Review.
Meta-analysis of the technical performance of an imaging procedure: guidelines and statistical methodology.
Huang EP, Wang XF, Choudhury KR, McShane LM, Gönen M, Ye J, Buckler AJ, Kinahan PE, Reeves AP, Jackson EF, Guimaraes AR, Zahlmann G; Meta-Analysis Working Group. Huang EP, et al. Among authors: guimaraes ar. Stat Methods Med Res. 2015 Feb;24(1):141-74. doi: 10.1177/0962280214537394. Epub 2014 May 28. Stat Methods Med Res. 2015. PMID: 24872353 Free PMC article. Review.
Metrology Standards for Quantitative Imaging Biomarkers.
Sullivan DC, Obuchowski NA, Kessler LG, Raunig DL, Gatsonis C, Huang EP, Kondratovich M, McShane LM, Reeves AP, Barboriak DP, Guimaraes AR, Wahl RL; RSNA-QIBA Metrology Working Group. Sullivan DC, et al. Among authors: guimaraes ar. Radiology. 2015 Dec;277(3):813-25. doi: 10.1148/radiol.2015142202. Epub 2015 Aug 12. Radiology. 2015. PMID: 26267831 Free PMC article.
The emerging science of quantitative imaging biomarkers terminology and definitions for scientific studies and regulatory submissions.
Kessler LG, Barnhart HX, Buckler AJ, Choudhury KR, Kondratovich MV, Toledano A, Guimaraes AR, Filice R, Zhang Z, Sullivan DC; QIBA Terminology Working Group. Kessler LG, et al. Among authors: guimaraes ar. Stat Methods Med Res. 2015 Feb;24(1):9-26. doi: 10.1177/0962280214537333. Epub 2014 Jun 11. Stat Methods Med Res. 2015. PMID: 24919826
QIBA guidance: Computed tomography imaging for COVID-19 quantitative imaging applications.
Avila RS, Fain SB, Hatt C, Armato SG 3rd, Mulshine JL, Gierada D, Silva M, Lynch DA, Hoffman EA, Ranallo FN, Mayo JR, Yankelevitz D, Estepar RSJ, Subramaniam R, Henschke CI, Guimaraes A, Sullivan DC. Avila RS, et al. Clin Imaging. 2021 Sep;77:151-157. doi: 10.1016/j.clinimag.2021.02.017. Epub 2021 Feb 25. Clin Imaging. 2021. PMID: 33684789 Free PMC article.
168 results