Semiautomatic Cone-Beam Computed Tomography Virtual Hepatic Volumetry for Intra-Arterial Therapies

医学 锥束ct 核医学 锥束ct 灌注 血管造影 肝实质 相似性(几何) 断层摄影术 计算机断层血管造影 放射科 计算机断层摄影术 人工智能 计算机科学 图像(数学)
作者
Marco Dioguardi Burgio,Lambros Tselikas,Gordon McLennan,Frédèric Deschamps,Karunakaravel Karuppasamy,Abraham Levitin,Aya Rebet,Solene Coeuret,Vincent Jugnon,Thierry de Baère,Amanjit Gill
出处
期刊:Journal of Vascular and Interventional Radiology [Elsevier BV]
卷期号:34 (5): 790-798 被引量:2
标识
DOI:10.1016/j.jvir.2022.12.035
摘要

Purpose To evaluate a software simulating the perfused liver volume from virtual selected embolization points on proximal enhanced cone-beam computed tomography (CT) liver angiography data set using selective cone-beam CT as a reference standard. Materials and Methods Seventy-eight selective/proximal cone-beam CT couples in 46 patients referred for intra-arterial liver treatment at 2 recruiting centers were retrospectively included. A reference selective volume (RSV) was calculated from the selective cone-beam CT by manual segmentation and was used as a reference standard. The virtual perfusion volume (VPV) was then obtained using Liver ASSIST Virtual Parenchyma software on proximal cone-beam CT angiography using the same injection point as for selective cone-beam CT. RSV and VPV were then compared as absolute, relative, and signed volumetric errors (ABSErr, RVErr, and SVErr, respectively), whereas their spatial correspondence was assessed using the Dice similarity coefficient. Results The software was technically successful in automatically computing VPV in 74 of 78 (94.8%) cases. In the 74 analyzed couples, the median RSV was not significantly different from the median VPV (394 mL [196–640 mL] and 391 mL [192–620 mL], respectively; P = .435). The median ABSErr, RVErr, SVErr, and Dice similarity coefficient were 40.9 mL (19.9–97.7 mL), 12.8% (5%–22%), 9.9 mL (−49.0 to 40.4 mL), and 80% (76%–84%), respectively. No significant ABSErr, RVErr, SVErr, and Dice similarity coefficient differences were found between the 2 centers (P = .574, P = .612, P = .416, and P = .674, respectively). Conclusions Perfusion hepatic volumes simulated on proximal enhanced cone-beam CT using the virtual parenchyma software are numerically and spatially similar to those manually obtained on selective cone-beam CT.
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