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

Claim 19:
20. A classification training system for training classifiers adapted to identify specific mutations associated with cancer, the system comprising:
a control system including a processor and a memory, the memory arranged to store computer instructions that are executable by the processor, and cause the control system to:
identify 3D image feature data from a plurality of first cells;
generate a first set of 3D cell imaging data from the plurality of first cells and from a plurality of other malignant cells, where the first set of cell imaging data includes a plurality of first individual cell images;
generate a second set of 3D cell imaging data from a set of normal cells where the plurality of driver mutations is expected to occur, where the second set of cell imaging data includes a plurality of second individual cell images;
operate supervised learning based on cell line status as ground truth; and
generate a classifier from the supervised learning.