{"title":"Potentials and Limits of Phenomenological Models","authors":"A. Schaaf","doi":"10.1201/B21956-3","DOIUrl":null,"url":null,"abstract":"In this chapter we discuss general potentials and fundamental limits of prediction models for side effects in radiotherapy, in particular those models that result from data-driven analysis. The aim is to learn how and when we can trust these models and safely utilize them to optimize the treatment of patients.","PeriodicalId":157553,"journal":{"name":"Modelling Radiotherapy Side Effects","volume":"40 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Modelling Radiotherapy Side Effects","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1201/B21956-3","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
In this chapter we discuss general potentials and fundamental limits of prediction models for side effects in radiotherapy, in particular those models that result from data-driven analysis. The aim is to learn how and when we can trust these models and safely utilize them to optimize the treatment of patients.