EFFICIENT TREATMENT PLAN TRADE-OFF ANALYSIS

Patent №

US 10,232,192

Granted

2019-03-19

Filed 2016

Owner

KONINKLIJKE PHILIPS N.V.

Lab

AI components

5

ml · vision · kr · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15039048

A planning image memory stores a volume diagnostic image. A user inputs data defining clinical objectives including organs-at-risk with a user interface device. An auto-planning module generates a candidate treatment plan. A trade-off module having a processor evaluates the treatment plan against the clinical objectives. When one or more objectives is not met, the trade-off module performs a trade-off analysis to determine an effect on other clinical objectives and generates at least one trade-off treatment plan which more closely meets the not met objectives. The candidate and at least one trade-off plan are displayed on a display device and/or analyzed by the processor and a final treatment plan is selected from the at least one trade-off or candidate treatment plan.

Machine learningVisionKnowledge representationPlanningEvolutionary computationA61N 5/103G06N 20/00G16H 20/40G16H 30/20G16H 50/30G16H 70/20A61N 2005/1041

AI classification

Planning1.00
Knowledge representation1.00
Evolutionary computation0.99
Machine learning0.99
Vision0.96
AI hardware0.00
Natural language0.00
Speech0.00

Ownership

KONINKLIJKE PHILIPS N.V.

assignment · 387110221

Assignors

KUMAR, PRASHANT, BZDUSEK, KARL ANTONIN, GOPALAKRISHNAN, SANKARA HARI

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

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