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A semi-automatic method for the extraction of the portal venous input function in quantitative dynamic contrast-enhanced CT of the liver
- Source :
- The British Journal of Radiology. 90:20160875
- Publication Year :
- 2017
- Publisher :
- British Institute of Radiology, 2017.
-
Abstract
- To aid the extraction of the portal venous input function (PVIF) from axial dynamic contrast-enhanced CT images of the liver, eliminating the need for full manual outlining of the vessel across time points.A cohort of 20 patients undergoing perfusion CT imaging of the liver was examined. Dynamic images of the liver were reformatted into contiguous thin slices. A region of interest was defined within a transverse section of the portal vein on a single contrast-enhanced image. This region of interest was then computationally projected across all thin slices for all time points to yield a semi-automated PVIF curve. This was compared against the "gold-standard" PVIF curve obtained by conventional manual outlining.Bland-Altman plots of curve characteristics indicated no substantial difference between automated and manual PVIF curves [concordance correlation coefficient in the range (0.66, 0.98)]. No substantial differences were shown by Bland-Altman plots of derived pharmacokinetic parameters when a suitable kinetic model was applied in each case [concordance correlation coefficient in range (0.92, 0.95)].This semi-automated method of extracting the PVIF performed equivalently to a "gold-standard" manual method for assessing liver function. Advances in knowledge: This technique provides a quick, simple and effective solution to the problems incurred by respiration motion and partial volume factors in the determination of the PVIF in liver dynamic contrast-enhanced CT.
- Subjects :
- medicine.medical_specialty
genetic structures
Iohexol
Portal vein
Contrast Media
Sensitivity and Specificity
030218 nuclear medicine & medical imaging
Motion
03 medical and health sciences
0302 clinical medicine
Region of interest
medicine
Humans
Radiology, Nuclear Medicine and imaging
Full Paper
Portal Vein
business.industry
Liver Diseases
Input function
General Medicine
Iopamidol
Dynamic Contrast Enhanced CT
Concordance correlation coefficient
Liver
030220 oncology & carcinogenesis
Radiographic Image Interpretation, Computer-Assisted
Tomography
Radiology
Semi automatic
Tomography, X-Ray Computed
business
Algorithms
medicine.drug
Biomedical engineering
Subjects
Details
- ISSN :
- 1748880X and 00071285
- Volume :
- 90
- Database :
- OpenAIRE
- Journal :
- The British Journal of Radiology
- Accession number :
- edsair.doi.dedup.....1babc7caa6b34027e7a11348149eaa78
- Full Text :
- https://doi.org/10.1259/bjr.20160875