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.
AI classification
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.