Prediction of Dose Probability Distributions Using Mixture Density Networks

In recent years, machine learning has become utilized in external radiation therapy treatment planning. This involves automatic generation of treatment plans based on CT-scans and other spatial information such as the location of tumors and organs. The utility lies in relieving clinical staff from t...

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Bibliographic Details
Main Author: Nilsson, Viktor
Format: Others
Language:English
Published: KTH, Matematisk statistik 2020
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-273610