Patent ID: 11915415
Assignee: TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 12:
13. An image processing apparatus, comprising:
processing circuitry configured to:
input a to-be-predicted medical image into a multi-task deep convolutional neural network model, the multi-task deep convolutional neural network model including an image input layer, a shared layer, and n parallel task output layers, the n parallel task output layers each comprising separate loss functions and separate optimizers and each outputting a separate prediction based on a corresponding type of medical image; and
output one or more lesion property prediction results of the to-be-predicted medical image through one or more of the n task output layers, wherein
the multi-task deep convolutional neural network model is trained with n types of medical image training sets, n being a positive integer greater than or equal to 2.