A novel software platform for volumetric assessment of ablation completeness

References

• Lencioni R, Crocetti L. Local-regional treatment of hepatocellular carcinoma. Radiology. 2012;262:43–58.
   PubMed Web of Science ®Google Scholar
• Shady W, Petre EN, Do KG, et al. Percutaneous microwave versus radiofrequency ablation of colorectal liver metastases: ablation with clear margins (A0) provides the best local tumor control. J Vasc Interv Radiol. 2018;29:268–275.
   PubMed Web of Science ®Google Scholar
• Ahmed M, Solbiati L, Brace CL, et al. Image-guided tumor ablation: standardization of terminology and reporting criteria–a 10-year update. JVIR. 2014;25:1691–1705.
   Web of Science ®Google Scholar
• Teng W, Liu K-W, Lin C-C, et al. Insufficient ablative margin determined by early computed tomography may predict the recurrence of hepatocellular carcinoma after radiofrequency ablation. Liver Cancer. 2015;4:26–38.
   PubMed Web of Science ®Google Scholar
• Park M, Rhim H, Kim Y, et al. Spectrum of CT findings after radiofrequency ablation of hepatic tumors. Radiographics. 2008;28:379–390.
   PubMed Web of Science ®Google Scholar
• Nakazawa T, Kokubu S, Shibuya A, et al. Radiofrequency ablation of hepatocellular carcinoma: correlation between local tumor progression after ablation and ablative margin. AJR Am J Roentgenol. 2007;188:480–488.
   PubMed Web of Science ®Google Scholar
• Wang X, Sofocleous CT, Erinjeri JP, et al. Margin size is an independent predictor of local tumor progression after ablation of colon cancer liver metastases. Cardiovasc Intervent Radiol. 2013;36:166–175.
   PubMed Web of Science ®Google Scholar
• Kim Y-S, Lee WJ, Rhim H, et al. The minimal ablative margin of radiofrequency ablation of hepatocellular carcinoma (>2 and <5 cm) needed to prevent local tumor progression: 3D quantitative assessment using CT image fusion. AJR Am J Roentgenol. 2010;195:758–765.
   PubMed Web of Science ®Google Scholar
• Filippiadis DK, Kelekis NL. Percutaneous radiofrequency ablation for the treatment of hepatocellular carcinoma: long-term follow up, efficacy and prognostic factors. Ann Gastroenterol. 2013;26:368–370.
   PubMedGoogle Scholar
• Bo X-W, Xu H-X, Guo L-H, et al. Ablative safety margin depicted by fusion imaging with post-treatment contrast-enhanced ultrasound and pre-treatment CECT/CEMRI after radiofrequency ablation for liver cancers. BJR. 2017;90: 20170063.
   Google Scholar
• Makino Y, Imai Y, Igura T, et al. Utility of computed tomography fusion imaging for the evaluation of the ablative margin of radiofrequency ablation for hepatocellular carcinoma and the correlation to local tumor progression. Hepatol Res. 2013;43:950–958.
   PubMed Web of Science ®Google Scholar
• Tomonari A, Tsuji K, Yamazaki H, et al. Feasibility of fused imaging for the evaluation of radiofrequency ablative margin for hepatocellular carcinoma. Hepatol Res. 2013;43:728–734.
   PubMed Web of Science ®Google Scholar
• Amabile C, Ahmed M, Solbiati L, et al. Microwave ablation of primary and secondary liver tumors: ex vivo, in vivo, and clinical characterization. Int J Hyperthermia. 2017;33:34–42.
   PubMed Web of Science ®Google Scholar
• Cavagnaro M, Amabile C, Bernardi P, et al. A minimally invasive antenna for microwave ablation therapies: design, performances, and experimental assessment. IEEE Trans Biomed Eng. 2011;58:949–959.
   PubMed Web of Science ®Google Scholar
• Solbiati M, Passera KM, Goldberg SN, et al. A novel CT to cone-beam registration method enables immediate real-time intraprocedural three-dimensional assessment of ablative treatments of liver malignancies. Cardiovasc Intervent Radiol. 2018;41:1049–1057.
   PubMed Web of Science ®Google Scholar
• von Siebenthal M, Székely G, Lomax AJ, et al. Systematic errors in respiratory gating due to intrafraction deformations of the liver. Med Phys. 2007;34:3620–3629.
   PubMed Web of Science ®Google Scholar
• Klein S, Staring M, Murphy K, et al. Elastix: a toolbox for intensity-based medical image registration. IEEE Trans Med Imaging. 2010;29:196–205.
   PubMed Web of Science ®Google Scholar
• Shamonin DP, Bron EE, Lelieveldt BP, et al. Fast parallel image registration on CPU and GPU for diagnostic classification of Alzheimer's disease. Front Neuroinform. 2014;7:50.
   PubMed Web of Science ®Google Scholar
• Livraghi T, Meloni F, Di Stasi M, et al. Sustained complete response and complications rates after radiofrequency ablation of very early hepatocellular carcinoma in cirrhosis: is resection still the treatment of choice? Hepatology. 2007;47:82–89.
   Web of Science ®Google Scholar
• Yan K, Chen MH, Yang W, et al. Radiofrequency ablation of hepatocellular carcinoma: long-term outcome and prognostic factors. Eur J Radiol. 2008;67:336–347.
   PubMed Web of Science ®Google Scholar
• Lee HY, Rhim H, Lee MW, et al. Early diffuse recurrence of hepatocellular carcinoma after percutaneous radiofrequency ablation: analysis of risk factors. Eur Radiol. 2013;23:190–197.
   PubMed Web of Science ®Google Scholar
• Ahmed M, Kumar G, Moussa M, et al. Hepatic radiofrequency ablation-induced stimulation of distant tumor growth is suppressed by c-Met inhibition. Radiology. 2016;279:103–117.
   PubMed Web of Science ®Google Scholar
• Kang TW, Lim HK, Cha DI. Aggressive tumor recurrence after radiofrequency ablation for hepatocellular carcinoma. Clin Mol Hepatol. 2017;23:95–101.
   PubMed Web of Science ®Google Scholar
• Obara K, Matsumoto N, Okamoto M, et al. Insufficient radiofrequency ablation therapy may induce further malignant transformation of hepatocellular carcinoma. Hepatol Int. 2008;2:116–123.
   PubMed Web of Science ®Google Scholar
• Zhang NN, Lu W, Cheng XJ, et al. High-powered microwave ablation of larger hepatocellular carcinoma: evaluation of recurrence rate and factors related to recurrence. Clin Radiol. 2015;70:1237–1243.
   PubMed Web of Science ®Google Scholar
• Claudon M, Dietrich CF, Choi B, et al. Guidelines and good clinical practice recommendations for contrast enhanced ultrasound (CEUS) in the liver - update 2012: A WFUMB-EFSUMB initiative in cooperation with representatives of AFSUMB, AIUM, ASUM, FLAUS and ICUS. Ultrasound Med Biol. 2013;39:187–210.
   PubMed Web of Science ®Google Scholar
• Guibal A, Bertin C, Egels S, et al. Contrast-enhanced ultrasound (CEUS) follow-up after radiofrequency ablation or cryoablation of focal liver lesions: treated-area patterns and their changes over time. Eur Radiol. 2013;23:1392–1400.
   PubMed Web of Science ®Google Scholar
• Persichetti A, Bizzarri G, Guglielmi R, et al. Ultrasound-guided laser ablation for local control of neck recurrences of medullary thyroid cancer. A feasibility study. Int J Hyperthermia. 2018;1–5. doi: 10.1080/02656736.2018.1508759.
   Web of Science ®Google Scholar
• Mauri G, Porazzi E, Cova L, et al. Intraprocedural contrast-enhanced ultrasound (CEUS) in liver percutaneous radiofrequency ablation: clinical impact and health technology assessment. Insights Imaging. 2014;5:209–216.
   PubMedGoogle Scholar
• Meloni MF, Andreano A, Zimbaro F, et al. Contrast-enhanced ultrasound: roles in immediate post-procedural and 24-h evaluation of the effectiveness of thermal ablation of liver tumors. J Ultrasound. 2012;15:207–214.
   PubMedGoogle Scholar
• Di Mauro E, Solbiati M, De Beni S, et al. Virtual navigator real-time ultrasound fusion imaging with positron emission tomography for liver interventions. Conf Proc IEEE Eng Med Biol Soc. 2013;1406–1409. doi: 10.1109/EMBC.2013.6609773.
   PubMedGoogle Scholar
• Giesel FL, Mehndiratta A, Locklin J, et al. Image fusion using CT, MRI and PET for treatment planning, navigation and follow up in percutaneous RFA. Exp Oncol. 2009;31:106–114.
   PubMedGoogle Scholar
• Mauri G, Cova L, De Beni S, et al. Real-time US-CT/MRI image fusion for guidance of thermal ablation of liver tumors undetectable with US: results in 295 cases. Cardiovasc Intervent Radiol. 2015;38:143–151.
   PubMed Web of Science ®Google Scholar
• Motoyama T, Ogasawara S, Chiba T, et al. Coronal reformatted CT images contribute to the precise evaluation of the radiofrequency ablative margin for hepatocellular carcinoma. Abdom Imaging. 2014;39:262–268.
   PubMedGoogle Scholar
• Amabile C, Farina L, Lopresto V, et al. Tissue shrinkage in microwave ablation of liver: an ex vivo predictive model. Int J Hyperthermia. 2017;33:101–109.
   PubMed Web of Science ®Google Scholar
• Farina L, Weiss N, Nissenbaum Y, et al. Characterization of tissue shrinkage during microwave thermal ablation. Int J Hyperthermia. 2014;30:419–428.
   PubMed Web of Science ®Google Scholar
• Liu D, Brace CL. CT imaging during microwave ablation: analysis of spatial and temporal tissue contraction. Med Phys. 2014;41:113303–113309.
   PubMed Web of Science ®Google Scholar
• Ganguli S, Brennan DD, Faintuch S, et al. Immediate renal tumor involution after radiofrequency thermal ablation. J Vasc Interv Radiol. 2008;19:412–418.
   PubMed Web of Science ®Google Scholar