Phantom-based standardization of CT angiography images for spot sign detection

Andrea Morotti, Javier M. Romero, Michael J. Jessel, Andrew M. Hernandez, Anastasia Vashkevich, Kristin Schwab, Joseph D. Burns, Qaisar A. Shah, Thomas A. Bergman, M. Fareed K. Suri, Mustapha Ezzeddine, Jawad F. Kirmani, Sachin Agarwal, Angela Hays Shapshak, Steven R. Messe, Chitra Venkatasubramanian, Katherine Palmieri, Christopher Lewandowski, Tiffany R. Chang, Ira ChangDavid Z. Rose, Wade Smith, Chung Y. Hsu, Chun Lin Liu, Li Ming Lien, Chen Yu Hsiao, Toru Iwama, Mohammad Rauf Afzal, Christy Cassarly, Steven M. Greenberg, Renee’ Hebert Martin, Adnan I. Qureshi, Jonathan Rosand, John M. Boone, Joshua N. Goldstein

Research output: Contribution to journalArticle

Abstract

Purpose: The CT angiography (CTA) spot sign is a strong predictor of hematoma expansion in intracerebral hemorrhage (ICH). However, CTA parameters vary widely across centers and may negatively impact spot sign accuracy in predicting ICH expansion. We developed a CT iodine calibration phantom that was scanned at different institutions in a large multicenter ICH clinical trial to determine the effect of image standardization on spot sign detection and performance. Methods: A custom phantom containing known concentrations of iodine was designed and scanned using the stroke CT protocol at each institution. Custom software was developed to read the CT volume datasets and calculate the Hounsfield unit as a function of iodine concentration for each phantom scan. CTA images obtained within 8 h from symptom onset were analyzed by two trained readers comparing the calibrated vs. uncalibrated density cutoffs for spot sign identification. ICH expansion was defined as hematoma volume growth >33%. Results: A total of 90 subjects qualified for the study, of whom 17/83 (20.5%) experienced ICH expansion. The number of spot sign positive scans was higher in the calibrated analysis (67.8 vs 38.9% p < 0.001). All spot signs identified in the non-calibrated analysis remained positive after calibration. Calibrated CTA images had higher sensitivity for ICH expansion (76 vs 52%) but inferior specificity (35 vs 63%) compared with uncalibrated images. Conclusion: Normalization of CTA images using phantom data is a feasible strategy to obtain consistent image quantification for spot sign analysis across different sites and may improve sensitivity for identification of ICH expansion.

Original languageEnglish
Pages (from-to)1-6
Number of pages6
JournalNeuroradiology
DOIs
Publication statusAccepted/In press - Jul 20 2017
Externally publishedYes

    Fingerprint

Keywords

  • CT angiography
  • Intracerebral hemorrhage
  • Phantom standardization
  • Spot sign

ASJC Scopus subject areas

  • Radiology Nuclear Medicine and imaging
  • Clinical Neurology
  • Cardiology and Cardiovascular Medicine

Cite this

Morotti, A., Romero, J. M., Jessel, M. J., Hernandez, A. M., Vashkevich, A., Schwab, K., Burns, J. D., Shah, Q. A., Bergman, T. A., Suri, M. F. K., Ezzeddine, M., Kirmani, J. F., Agarwal, S., Shapshak, A. H., Messe, S. R., Venkatasubramanian, C., Palmieri, K., Lewandowski, C., Chang, T. R., ... Goldstein, J. N. (Accepted/In press). Phantom-based standardization of CT angiography images for spot sign detection. Neuroradiology, 1-6. https://doi.org/10.1007/s00234-017-1857-4