Patent ID: 11923070
Assignee: BRAID HEALTH INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 14:
15. A system comprising:
a processor; and
a non-transitory computer readable medium configured to store instructions, the instructions when executed by a processor cause the processor to:
receive one or more medical images for a patient;
determine a location corresponding to a part of a human body within the received one or more medical images using a natural language processing model (NLP) trained to extract information from a medical report associated with the received one or more medical images, the medical reporting comprising text describing the location;
apply an image recognition model to determine a likelihood that an object present in the received one or more medical images is an abnormality based on the determined location within the received one or more medical images, wherein the image recognition model is trained to detect foreign objects that are not expected to be present at the part of the human body corresponding to the location using a training data set of medical images containing objects;
determine a type of object present in the received one or more medical images;
identify an abnormality detection model corresponding to the determined type of object, the abnormality detection model trained to detect one or more types of abnormalities for the determined type of object depicted using a training dataset of medical images labeled with the type of object;
apply the abnormality detection model to identify an abnormality in the received one or more medical images, the abnormality detection model determining a likelihood score that the abnormality is present in the received one or more medical images;
responsive to determining that the likelihood score is higher than a threshold value, generate an automated report, the automated report indicating a type of abnormality identified in the received one or more medical images; and
provide the automated report to a viewing user.