Automatic creation and selection of dose prediction models for treatment plans

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United States of America Patent

PATENT NO 9827445
SERIAL NO

14040468

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Abstract

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A dose prediction model can be determined for generating a dose distribution of a treatment plan for irradiating a target structure within a patient. Treatment plans from previous patients can be analyzed to determine D characteristic values to obtain a D dimensional point for each treatment plan. The treatment plans can be clustered based on the D dimensional points. The treatment plans of a cluster can then be used to determine a dose prediction model. A dose prediction model for patient can be selected from among multiple models. Characteristics about the patient can be used to determine a D dimensional point corresponding to the patient. The D-dimensional point can be used to select a model in comparison to D dimensional points of the models.

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Patent Owner(s)

Patent OwnerAddress
SIEMENS HEALTHINEERS INTERNATIONAL AGHINTERBERGSTRASSE 14 STEINHAUSEN 6312

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Cordero, Marcos María Isabel Espoo, FI 4 78
Hartman, Joona Espoo, FI 15 206
Kuusela, Esa Espoo, FI 112 586
Nord, Janne Ilmari Espoo, FI 19 1034
Peltola, Jarkko Yrjana Tuusula, FI 7 337

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