{"title":"Regional Normal Liver Tissue Density Changes in Patients Treated with Stereotactic Body Radiation Therapy for Liver Metastases","authors":"C. Howells, Q. Diot, D. Westerly, M. Miften","doi":"10.1109/ICMLA.2011.121","DOIUrl":null,"url":null,"abstract":"A quantitative approach to evaluate stereo tactic body radiation therapy (SBRT)-induced normal liver tissue changes in patients with liver metastases was performed. 104 non-contrast treatment follow-up computed topography (CT) scans of 35 patients who received SBRT between 2004 and 2011 were retrospectively analyzed (range, 0.7-36 months, median, 8.1 months). The dose distributions from planning CTs were mapped to follow-up CTs using rigid registration. SBRT-induced normal liver density changes on post-SBRT follow-up CT scans were evaluated at approximately 4, 8, 12, 18, and 36 months. Dose-response curves (DRCs) were generated over the entire patient population by computing the mean Hounsfield unit (HU) in liver regions corresponding to dose bins ranging from 0-55 Gy in 5 Gy intervals. A hypo dense radio logic change in irradiated liver linearly related to dose (slope, -0.13 ÄHU/Gy) was observed, with significant mean CT changes of-9.3 ± 0.64 ÄHU and-9.8 ± 0.75 ÄHU at 45-50 Gy and 50-55 Gy, respectively. Furthermore, the data revealed that SBRT induces this hypo dense radiation reaction with demarcation set by the 30 to 35 Gy iso dose volume.","PeriodicalId":439926,"journal":{"name":"2011 10th International Conference on Machine Learning and Applications and Workshops","volume":"2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 10th International Conference on Machine Learning and Applications and Workshops","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMLA.2011.121","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
A quantitative approach to evaluate stereo tactic body radiation therapy (SBRT)-induced normal liver tissue changes in patients with liver metastases was performed. 104 non-contrast treatment follow-up computed topography (CT) scans of 35 patients who received SBRT between 2004 and 2011 were retrospectively analyzed (range, 0.7-36 months, median, 8.1 months). The dose distributions from planning CTs were mapped to follow-up CTs using rigid registration. SBRT-induced normal liver density changes on post-SBRT follow-up CT scans were evaluated at approximately 4, 8, 12, 18, and 36 months. Dose-response curves (DRCs) were generated over the entire patient population by computing the mean Hounsfield unit (HU) in liver regions corresponding to dose bins ranging from 0-55 Gy in 5 Gy intervals. A hypo dense radio logic change in irradiated liver linearly related to dose (slope, -0.13 ÄHU/Gy) was observed, with significant mean CT changes of-9.3 ± 0.64 ÄHU and-9.8 ± 0.75 ÄHU at 45-50 Gy and 50-55 Gy, respectively. Furthermore, the data revealed that SBRT induces this hypo dense radiation reaction with demarcation set by the 30 to 35 Gy iso dose volume.