Patent ID: 11934634
Assignee: GOOGLE LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 9:
10. A workstation comprising:
a) display for displaying an image of a patient or a sample obtained therefrom along with a risk score or classification produced, based on medical image data related to the image, by a machine learning model as to a disease state of the patient, wherein the image is augmented with highlighting to indicate two or more regions in the image which were detected by a detection model of the machine learning model and which were, responsive to detection by the detection model, subjected to inference by the machine learning model to generate respective first region-level inferences that were then used to generate the overall risk score or classification produced by the machine learning model;
b) a user interface tool by which a user may highlight on the display two or more regions of the image;
wherein the workstation is configured to present, via the display, an updated overall risk score or classification produced by subjecting the two or more regions highlighted by the user to inference by the machine learning model to generate respective second region-level inferences therefor and generated the updated overall risk score or classification based on the first region-level inferences and the second region-level inferences,
wherein generating the updated overall risk score or classification based on the first region-level inferences and the second region-level inferences comprises generating an updated overall risk that is increased by positive values among the second region-level inferences and decreased by increased areas represented by the user-highlighted two or more regions.