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Accuracy of a Cone-Beam CT Virtual Parenchymal Perfusion Algorithm for Liver Cancer Targeting during Intra-arterial Therapy
Authors:Haytham Derbel  Hicham Kobeiter  Guillaume Pizaine  Fourat Ridouani  Alain Luciani  Alessandro Radaelli  William Van der Sterren  Mélanie Chiaradia  Vania Tacher
Affiliation:1. Service d’Imagerie Médicale, Henri Mondor Academic Hospital, Assistance Publique-Hôpitaux de Paris, Faculté de Médecine, Université de Paris-Est Créteil, 51 Avenue du Maréchal de Lattre de Tassigny, Créteil 94010, France;2. Unité INSERM U955, Institut de Recherche Biomédicale, Faculté de Médecine, Université de Paris-Est Créteil, 51 Avenue du Maréchal de Lattre de Tassigny, Créteil 94010, France;3. Medisys, Philips Research, Suresnes, France;4. Department of Interventional X-ray, Philips Healthcare, Best, The Netherlands
Abstract:

Purpose

To evaluate accuracy of virtual parenchymal perfusion (VPP) algorithm developed for targeting liver cancer during intra-arterial therapy (IAT) using cone-beam CT guidance.

Materials and Methods

VPP was retrospectively applied to 15 patients who underwent IAT for liver cancer. Virtual territory (VT) was estimated after positioning a virtual injection point on nonselective dual-phase (DP) cone-beam CT images acquired during hepatic arteriography at the same position chosen for selective treatment. Targeted territory (TT) was used as the gold standard and was defined by parenchymal phase enhancement of selective DP cone-beam CT performed before treatment start. Qualitative evaluation of anatomic conformity between VT and TT was performed using a 3-rank scale (poor, acceptable, excellent) by 3 double-blinded readers. VT and TT were also quantitatively compared using spatial overlap–based (Dice similarity coefficient [DSC], sensitivity, and positive predictive value), distance-based (mean surface distance [MSD]), and volume-based (absolute volume error and correlation between pairwise volumes) metrics. Interreader agreement was evaluated for the 2 evaluation methods.

Results

Eighteen DP cone-beam CT scans were performed. Qualitative evaluation showed excellent overlap between VT and TT in 88.9%–94.4%, depending on the readers. DSC was 0.78 ± 0.1, sensitivity was 80%, positive predictive value was 83%, and MSD was 5.1 mm ± 2.4. Absolute volume error was 15%, and R2 Pearson correlation factor was 0.99. Interreader agreement was good for both qualitative and quantitative evaluations.

Conclusions

VPP algorithm is accurate and reliable in identification of liver arterial territories during IAT using cone-beam CT guidance.
Keywords:DP  dual-phase  DSC  Dice similarity coefficient  IAT  intra-arterial therapy  TT  targeted territory  3D  three-dimensional  VPP  virtual parenchymal perfusion  VT  virtual territory
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