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MRI Standardization for Quantitative Disease Biomarkers: implementation to clinical studies and trials

ORAL ยท Invited

Abstract

Magnetic Resonance Imaging (MRI) offers a natural, quantitative way of characterizing soft tissues in health and disease. With the development of the MRI field, the quantitative aspect was dropped in favor of qualitative, contrast-based imaging approaches. In recent years a renewed interest in quantitation in MRI has emerged, enabled by the development of new ideas for shortening the length of qMRI scans rivaling contrast-based approaches. The absolute categorization of tissue is based on quantitative biomarkers established in clinical studies and trials. The major biomarkers are based on MR tissue properties - longitudinal T1 and transverse T2 relaxation times, diffusion properties โ€“ Apparent Diffusion Coefficient (ADC), etc. A significant obstacle in adopting clinical qMRI methodologies is the variability of the quantitative output within and across manufacturers. CaliberMRI (CMRI) is on a quest to standardize scanner lateral and longitudinal performance using quantitative Reference MRI Mimics. The mimics are standardized by the NIST and qCal, a CMRI software platform for comprehensive QA/QC analysis. We will present a use case of standardization of ADC as a breast cancer biomarker in neoadjuvant therapy monitoring in I-SPY2 clinical trial.

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Presenters

  • Todor Karaulanov

    CaliberMRI, Inc.

Authors

  • Todor Karaulanov

    CaliberMRI, Inc.

  • Chamni Jayarathna

    CaliberMRI

  • David Van Wie

    CaliberMRI

  • Jessica E Gibbs

    UCSF

  • Nu N Le

    UCSF

  • David Newitt

    UCSF

  • Bonnie N Joe

    UCSF

  • Nola M Hylton

    UCSF

  • Lisa Wilmes

    UCSF