METHOD AND SYSTEM FOR IDENTIFYING, ASSESSING, AND MANAGING CANCER GROWTH RATES AND POTENTIAL METASTASIS

Patent №

US 8,935,099

Granted

2015-01-13

Filed 2012

Owner

VARIAN MEDICAL SYSTEMS, INC.

Lab

AI components

3

ml · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13623098

Techniques described herein generally relate to identifying, assessing, and managing cancer growth rates and potential metastasis. Some example methods may include constructing one or more quantitative metrics for the potential metastasis in a selected population of other patients, acquiring a first set of numeric biomarker data for the patient before having placed a biomarker in the patient, acquiring a second set of numeric biomarker data for the patient after having placed the biomarker in the patient, determining a set of biomarker surrogate values for microvessel density information based on a mean numeric biomarker difference derived from the first set of numeric biomarker data and the second set of numeric biomarker data, determining a set of biomarker surrogate values for microvessel density information based on a mean numeric biomarker difference derived from the first set of numeric biomarker data and the second set of numeric biomarker data, and predicting quantitative and objective risk for the cancer growth rates and potential metastasis and adjusting a treatment plan based on the biomarker surrogate values and at least one of the one or more quantitative metrics.

Machine learningPlanningEvolutionary computationG16H 50/30G06F 18/2415G06V 10/764G06V 2201/032

AI classification

Planning1.00
Evolutionary computation0.78
Machine learning0.71
Vision0.09
Natural language0.01
AI hardware0.01
Knowledge representation0.00
Speech0.00

Ownership

VARIAN MEDICAL SYSTEMS, INC.

assignment · 315830338

Assignors

PARTAIN, LARRY, SUN, MINGSHAN, SEPPI, EDWARD J., PAVLYUCHKOVA, RAISA, GANGULY, ARUNDHUTI, PRIONAS, STAVROS, CLAYTON, JAMES E

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

From the same owner

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