System and method for automatically generate therapy plan parameters by use of an integrate model with extended applicable regions. The integrated model integrates multiple predictive models from which a suitable predictive model can be selected automatically to perform prediction for a new patient case. The integrated model may operate to evaluate prediction results generated by each predictive model and the associated prediction reliabilities and selectively output a satisfactory prediction. Alternatively, the integrated model may select a suitable predictive model by a decision hierarchy in which each level corresponds to divisions of a patient data feature set and divisions on a subordinate level are nested with divisions on a superordinate level.
申请公布号
WO2014139040(A3)
申请公布日期
2014.10.30
申请号
WO2014CH00029
申请日期
2014.03.14
申请人
VARIAN MEDICAL SYSTEMS INTERNATIONAL AG
发明人
KUUSELA, ESA;MARIA, CORDERO MARCOS;HARTMAN, JOONA;PELTOLA, JARKKO;NORD, JANNE