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Updated: Jun 9, 2026

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Magnetic Resonance Imaging Quantification of Pulmonary Perfusion using Calibrated Arterial Spin Labeling
Published on: May 30, 2011
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Pulmonary Transit Time Can Be Accurately Quantified From Non-Arterial Input Function Series in First-Pass Cardiac
Mingyue Zhao1,2, Lexiaozi Fan1, Kyungpyo Hong1
1Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.
Magnetic Resonance in Medicine
|November 24, 2025
Summary
Pulmonary transit time (PTT) can be accurately measured without arterial input function (AIF) images. Centroid-based methods using non-AIF images provide reliable PTT estimation in MRI perfusion studies.
Area of Science:
- Cardiovascular Imaging
- Medical Physics
- Radiology
Background:
- Pulmonary transit time (PTT) measurements in MRI perfusion typically require arterial input function (AIF) images.
- Signal saturation in AIF images can affect PTT accuracy.
Purpose of the Study:
- To investigate if PTT can be accurately measured using non-arterial input function (non-AIF) images.
- To evaluate PTT measurement using blood pool signals from myocardial enhancement during first-pass perfusion MRI.
Main Methods:
- Retrospective analysis of 108 patients undergoing resting first-pass perfusion MRI.
- Utilized radial perfusion and quantitative perfusion (qPerf) sequences.
- Developed an automated pipeline to compute PTT from AIF and non-AIF images using peak-to-peak, AUC-derived centroid, and curve-fitting centroid methods.
Main Results:
- Peak-to-peak PTT method showed wide limits of agreement.
- Centroid-based methods (AUC and curve-fitting) demonstrated low bias and narrower limits of agreement.
- Centroid methods provided precise and reliable PTT estimation across different perfusion sequences.
Conclusions:
- Pulmonary transit time (PTT) can be accurately derived from non-AIF images.
- AUC or curve-fitting centroid-to-centroid methods are suitable for PTT estimation without AIF.
Keywords:
area under the curvecurve fittingnon‐arterial input function imagespeak to peakpulmonary transit time
