Bruna R Loiola, Luiz A S Abreu, Helcio R B Orlande
{"title":"离体组织的热特性。","authors":"Bruna R Loiola, Luiz A S Abreu, Helcio R B Orlande","doi":"10.1615/CritRevBiomedEng.2020034068","DOIUrl":null,"url":null,"abstract":"<p><p>Cancer treatment strategies require mathematical modeling of different coupled phenomena as well as uncertainty quantification of resulting computational solutions. Due to variability in thermophysical tissue properties among individuals, and even for the same individual under different physiological conditions, uncertainties in such parameters must appropriately be taken into account for accurate planning and control of hyperthermia and thermal ablation. The objective of this work is to estimate thermophysical properties of ex vivo tissue, with bovine muscle used for experiments. The Markov chain Monte Carlo method and approximate Bayesian computation algorithm are used to find solutions of the inverse problems examined in this work. These techniques provide a framework for not only solving the inverse problem but also finding uncertainty quantification.</p>","PeriodicalId":53679,"journal":{"name":"Critical Reviews in Biomedical Engineering","volume":"48 2","pages":"111-124"},"PeriodicalIF":0.0000,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Thermal Characterization of Ex Vivo Tissue.\",\"authors\":\"Bruna R Loiola, Luiz A S Abreu, Helcio R B Orlande\",\"doi\":\"10.1615/CritRevBiomedEng.2020034068\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Cancer treatment strategies require mathematical modeling of different coupled phenomena as well as uncertainty quantification of resulting computational solutions. Due to variability in thermophysical tissue properties among individuals, and even for the same individual under different physiological conditions, uncertainties in such parameters must appropriately be taken into account for accurate planning and control of hyperthermia and thermal ablation. The objective of this work is to estimate thermophysical properties of ex vivo tissue, with bovine muscle used for experiments. The Markov chain Monte Carlo method and approximate Bayesian computation algorithm are used to find solutions of the inverse problems examined in this work. These techniques provide a framework for not only solving the inverse problem but also finding uncertainty quantification.</p>\",\"PeriodicalId\":53679,\"journal\":{\"name\":\"Critical Reviews in Biomedical Engineering\",\"volume\":\"48 2\",\"pages\":\"111-124\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Critical Reviews in Biomedical Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1615/CritRevBiomedEng.2020034068\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Engineering\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Critical Reviews in Biomedical Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1615/CritRevBiomedEng.2020034068","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Engineering","Score":null,"Total":0}
Cancer treatment strategies require mathematical modeling of different coupled phenomena as well as uncertainty quantification of resulting computational solutions. Due to variability in thermophysical tissue properties among individuals, and even for the same individual under different physiological conditions, uncertainties in such parameters must appropriately be taken into account for accurate planning and control of hyperthermia and thermal ablation. The objective of this work is to estimate thermophysical properties of ex vivo tissue, with bovine muscle used for experiments. The Markov chain Monte Carlo method and approximate Bayesian computation algorithm are used to find solutions of the inverse problems examined in this work. These techniques provide a framework for not only solving the inverse problem but also finding uncertainty quantification.
期刊介绍:
Biomedical engineering has been characterized as the application of concepts drawn from engineering, computing, communications, mathematics, and the physical sciences to scientific and applied problems in the field of medicine and biology. Concepts and methodologies in biomedical engineering extend throughout the medical and biological sciences. This journal attempts to critically review a wide range of research and applied activities in the field. More often than not, topics chosen for inclusion are concerned with research and practice issues of current interest. Experts writing each review bring together current knowledge and historical information that has led to the current state-of-the-art.