Diameter measurement of tubular structures on CT angiography, 3D rotational angiography, and 2D digital subtraction angiography against caliper ground truth: A phantom study of surrogates for intracranial vessels.
Alexander, M.; Settecase, F.
Show abstract
BACKGROUND AND PURPOSE: Measured intracranial vessel dimensions guide device selection in cerebrovascular intervention, yet accuracy depends on imaging modality, luminal contrast concentration, and the lumen-edge detection criteria. Prior accuracy studies benchmark one angiographic modality against another rather than physical ground truth. This study quantifies accuracy of CT angiography (CTA), 3D rotational angiography (3DRA), and 2D digital subtraction angiography (DSA) against a phantom of tubular contrast-filled structures serving as surrogates for intracranial vessels. MATERIALS AND METHODS: Phantoms with cylindrical lumen diameters 1.2-8.5 mm at graded iodinated contrast concentrations (6.25-100%) were imaged with clinical devices in air and a tissue-equivalent gel surround. Tubular cross-sections perpendicular to centerlines were measured by maximum-gradient, full-width-half-maximum (FWHM), and fixed-Hounsfield criteria and compared with physical phantom measurements using mixed-effects models. RESULTS: Across 1682 cross-sections (73 lumens), all modalities recovered true diameter within ~0.5 mm but consistently measured larger than the true dimensions. Over-measurement occurred minimally in the 2-5 mm range, maximally at the extremes of caliber and contrast concentration. 3DRA was modestly closer to physical phantom measurements than CTA (gradient bias +0.40 vs +0.60 mm). Maximum-gradient edge over-measured diameters versus the conventionally preferred FWHM, with the latter carrying larger, more concentration-sensitive bias. Fixed-HU thresholds were concentration-biased on CTA and unusable on 3DRA. 2D DSA, currently the clinical reference standard, was itself biased in analysis of its auto-calibrated measurements, over-measuring large lumens, under-measuring small lumens 1.5 mm, and reading larger frontally than laterally through magnification. CONCLUSIONS: Conventional CTA, 3DRA, and 2D DSA each measure intracranial-scale caliber lumens within ~0.5 mm but with consistent bias. Maximum-gradient lumen edge detection minimizes bias and outperforms FWHM, while fixed-Hounsfield contour tracing is unreliable, particularly on 3DRA. Characterizing these error modes provides a calibration basis for automated vessel-measurement platforms.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Inconsistency of AI in Intracranial Aneurysm Detection with Varying Dose and Image Reconstruction 95%
- AngioNet: A Convolutional Neural Network for Vessel Segmentation in X-ray Angiography 94%
- Does contrast-enhancement improve visualisation of lenticulostriate arteries in cerebral small vessel disease using time-of-flight magnetic resonance angiography at 7 Tesla? 93%
Similar papers in this journal
- Evaluating Large Language Model-Generated Brain MRI Protocols: Performance of GPT4o, o3-mini, DeepSeek-R1 and Qwen2.5-72B 92%
- Assessing GPT-4 Multimodal Performance in Radiological Image Analysis 92%
- Impact of Non-Contrast Enhanced Imaging Input Sequences on the Generation of Virtual Contrast-Enhanced Breast MRI Scans using Neural Networks 89%
Similar papers in this journal
Similar papers in this journal
- Evaluation of an artificial intelligence model for identification of intracranial hemorrhage subtypes on computed tomography of the head 91%
- Systematic Review and Meta-Analysis of Endovascular Therapy Effectiveness for Unruptured Saccular Intracranial Aneurysms 90%
- A hybrid simulation-based workshop improves knowledge and confidence in the management of hemorrhagic conversion of stroke among interventional neurology trainees 90%
Similar papers in this journal
- Development and evaluation of a wearable peripheral vascular compensation sensor in a swine model of hemorrhage 90%
- An evaluation of resonant scanning as a high-speed imaging technique for two-photon imaging of cortical vasculature 88%
- Vis-OCT Explorer: an open-source software for visible-light optical coherence tomography data processing 88%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.