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RADIATION THERAPY TREATMENT PLANNING USING REGRESSION
专利权人:
发明人:
ANNE E. GATTIKER,SANI R. NASSIF,TOM OSIECKI,CHIN NGAI SZE
申请号:
US15371002
公开号:
US20180154175A1
申请日:
2016.12.06
申请国别(地区):
US
年份:
2018
代理人:
摘要:
A method and system are provided. The method includes splitting, by a processor based on radiation beamlet contributions to neighboring voxels, at least one row in a voxel-beamlet matrix and corresponding elements of a target dose vector prior to, and in preparation for, a regression operation. The voxel-beamlet matrix has a row for each of a plurality of voxels in a three-dimensional patient volume and a column for each of a plurality of radiation beamlets. The target dose vector represents a desired energy amount for each of the plurality of voxels in the three-dimensional patient volume. The target dose vector corresponds voxel-by-voxel to rows in the voxel-beamlet matrix. The method further includes performing, by the processor, the regression operation on the voxel-beamlet matrix and target dose vector to obtain beamlet weights. The method also includes determining an actual radiation dosing scheme for a given patient based on the beamlet weights.
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