
Faculty, Staff and Student Publications
Publication Date
12-1-2022
Journal
CardioVascular and Interventional Radiology
Abstract
Purpose: This study aims to evaluate the intra-procedural use of a novel ablation confirmation (AC) method, consisting of biomechanical deformable image registration incorporating AI-based auto-segmentation, and its impact on tumor coverage by quantitative three-dimensional minimal ablative margin (MAM) CT-generated assessment.
Materials and methods: This single-center, randomized, phase II, intent-to-treat trial is enrolling 100 subjects with primary and secondary liver tumors (≤ 3 tumors, 1-5 cm in diameter) undergoing microwave or radiofrequency ablation with a goal of achieving ≥ 5 mm MAM. For the experimental arm, the proposed novel AC method is utilized for ablation applicator(s) placement verification and MAM assessment. For the control arm, the same variables are assessed by visual inspection and anatomical landmarks-based quantitative measurements aided by co-registration of pre- and post-ablation contrast-enhanced CT images. The primary objective is to evaluate the impact of the proposed AC method on the MAM. Secondary objectives are 2-year LTP-free survival, complication rates, quality of life, liver function, other oncological outcomes, and impact of AC method on procedure workflow.
Discussion: The COVER-ALL trial will provide information on the role of a biomechanical deformable image registration-based ablation confirmation method incorporating AI-based auto-segmentation for improving MAM, which might translate in improvements of liver ablation efficacy.
Conclusion: The COVER-ALL trial aims to provide information on the role of a novel intra-procedural AC method for improving MAM, which might translate in improvements of liver ablation efficacy.
Trial registration: ClinicalTrials.gov identifier: NCT04083378.
Keywords
Humans, Ablation Techniques, Catheter Ablation, Liver Neoplasms, Quality of Life, Treatment Outcome, Biomechanical deformable image registration, Liver cancer, Local tumor progression, Minimal ablation margin, Thermal ablation
DOI
10.1007/s00270-022-03255-3
PMID
36058995
PMCID
PMC9712233
PubMedCentral® Posted Date
12-1-2023
PubMedCentral® Full Text Version
Author MSS
Published Open-Access
yes
Included in
Bioinformatics Commons, Biomedical Informatics Commons, Cardiology Commons, Cardiovascular Diseases Commons, Digestive System Diseases Commons, Hepatology Commons, Medical Sciences Commons, Oncology Commons