DECISION SUPPORT TOOL FOR CHOOSING TREATMENT PLANS

Patent №

US 10,762,167

Granted

2020-09-01

Filed 2013

Owner

VARIAN MEDICAL SYSTEMS, INTERNATIONAL AG

Lab

AI components

2

ml · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14040479

Patient data can be used to determine input values to different estimation functions for different treatment types. The estimation functions can each be used to estimate one or more outcome values for the respective treatment. A quality score can be determined using the outcome value(s). A first treatment plan having an optimal quality score can be identified, e.g., by displaying the treatment plans with the quality scores, which may correspond to the outcome values.

AI classification

Evolutionary computation1.00
Machine learning0.98
Knowledge representation0.37
AI hardware0.30
Vision0.03
Planning0.01
Natural language0.01
Speech0.00

Ownership

VARIAN MEDICAL SYSTEMS, INTERNATIONAL AG

assignment · 317010281

Assignors

HARTMAN, JOONA, MARCOS, MARIA ISABEL CORDERO, KUUSELA, ESA, PELTOLA, JARKKO YRJANA, NORD, JANNE ILMARI

On an employer assignment, the assignors are typically the inventors.

From the same owner

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