Patent ID: 11885732
Assignee: VISIONGATE, INC.
Field: Measurement (Instruments)
Classification: CPC G  A | IPC G

Claim 0:
1. A classification training method for training classifiers adapted to identify specific mutations associated with cancer, the method comprising:
identifying 3D image feature data from a plurality of first cells;
generating a first set of 3D cell imaging data from the plurality of first cells with a plurality of known driver mutations and from a plurality of other malignant cells where the plurality of driver mutations is expected to occur, where the first set of cell imaging data includes a plurality of first individual cell images;
generating a second set of 3D cell imaging data from a set of normal cells where the plurality of driver mutations is not expected to occur, where the second set of cell imaging data includes a plurality of second individual cell images;
operating supervised learning based on cell line status as ground truth; and
generating a classifier from the supervised learning.