AI Article Synopsis

  • The study developed an automated method for interpreting myocardial perfusion imaging (MPI) using F-flurpiridaz in patients, aiming for standardized and objective results.
  • The analysis involved comparing the accuracy of automated quantitation against traditional visual interpretations using data from multiple clinical trials.
  • Results indicated that the automated approach produced similar accuracy in detecting coronary artery disease (CAD) while showing improved consistency among reviewers compared to visual methods.

Article Abstract

Background: Computerized methodologies standardize the myocardial perfusion imaging (MPI) interpretation process.

Methods: To develop an automated relative perfusion quantitation approach for F-flurpiridaz, PET MPI studies from all phase III trial participants of F-flurpiridaz were divided into 3 groups. Count distributions were obtained in N = 40 normal patients undergoing pharmacological or exercise stress. Then, N = 90 additional studies were selected in a derivation group. Following receiver operating characteristic curve analysis, various standard deviations below the mean normal were used as cutoffs for significant CAD, and interobserver variability determined. Finally, diagnostic performance was compared between blinded visual readers and blinded derivations of automated relative quantitation in the remaining N = 548 validation patients.

Results: Both approaches yielded comparable accuracies for the detection of global CAD, reaching 71% and 72% by visual reads, and 72% and 68% by automated relative quantitation, when using CAD ≥ 70% or ≥ 50% stenosis for significance, respectively. Similar results were observed when analyzing individual coronary territories. In both pharmacological and exercise stress, automated relative quantitation demonstrated significantly more interobserver agreement than visual reads.

Conclusions: Our automated method of F-flurpiridaz relative perfusion analysis provides a quantitative, objective, and highly reproducible assessment of PET MPI in normal and CAD subjects undergoing either pharmacological or exercise stress.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7936994PMC
http://dx.doi.org/10.1007/s12350-020-02335-6DOI Listing

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