Patent ID: 11908188
Assignee: TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. A computing device for performing medical diagnosis using a microscope, comprising:
one or more processors; and
memory storing one or more programs for execution by the one or more processors, the one or more programs comprising instructions for:
extracting video frames from a medical image video stream captured by the microscope that includes at least two pathological-section-based video frames;
identifying single-frame image features in the video frames;
mapping the single-frame image features into single-frame diagnostic classification results;
performing classification mapping based on a video stream feature sequence that comprises the single-frame image features and the single-frame diagnostic classification results, the classification mapping comprising:
performing a convolution operation on the video stream feature sequence through a preset convolutional layer;
obtaining a convolution result in accordance with the convolution operation; and
performing fully connected mapping on the convolution result through a preset fully connected layer;
obtaining operation information of the microscope corresponding to the capturing of the medical image video stream;
performing the classification mapping based on the operation information of the microscope and the video stream feature sequence; and

determining a target diagnostic classification result corresponding to the medical image video stream and in accordance with the classification mapping.