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filingDate 2019-03-13-04:00^^<http://www.w3.org/2001/XMLSchema#date>
inventor http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_9688fd406d6b20c712d228306d18da18
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publicationDate 2020-09-17-04:00^^<http://www.w3.org/2001/XMLSchema#date>
publicationNumber US-2020289847-A1
titleOfInvention Generation of realizable radiotherapy plans
abstract Techniques for generating a radiotherapy treatment plan are provided. The techniques include receiving an input parameter related to a patient, the input parameter being of a given type; processing the input parameter with a machine learning technique to estimate a realizable plan parameter of a radiotherapy treatment plan, wherein the machine learning technique is trained to establish a relationship between the given type of input parameter and a set of realizable radiotherapy treatment plan parameters to achieve a target radiotherapy dose distribution; and generating the radiotherapy treatment plan based on the estimated realizable plan parameter.
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