Detecting microvascular invasion in hepatocellular carcinoma using the impeded diffusion fraction technique to sense macromolecular coordinated water
Objectives Impeded diffusion fraction (IDF) is a novel and promising diffusion-weighted imaging (DWI) technique that allows for the detection of various diffusion compartments, including macromolecular coordinated water, free diffusion, perfusion, and cellular free water. This study aims to investig...
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Veröffentlicht in: | Abdominal imaging 2024-06, Vol.49 (6), p.1892-1904 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | Objectives
Impeded diffusion fraction (IDF) is a novel and promising diffusion-weighted imaging (DWI) technique that allows for the detection of various diffusion compartments, including macromolecular coordinated water, free diffusion, perfusion, and cellular free water. This study aims to investigate the clinical potential of IDF-DWI in detecting microvascular invasion (MVI) in hepatocellular carcinoma (HCC).
Methods
66 patients were prospectively included. Metrics derived from IDF-DWI and the apparent diffusion coefficient (ADC) were calculated. Multivariate logistic regression was employed to identify clinical risk factors. Diagnostic performance was evaluated using the area under the receiver operating characteristics curve (AUC-ROC), the area under the precision-recall curve (AUC-PR), and the calibration error (cal-error). Additionally, a power analysis was conducted to determine the required sample size.
Results
The results suggested a significantly higher fraction of impeded diffusion (
F
ID
) originating from IDF-DWI in MVI-positive HCCs (
p
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ISSN: | 2366-0058 2366-004X 2366-0058 |
DOI: | 10.1007/s00261-024-04230-x |