| abstract |
The invention discloses a cervical biopsy region recognition method and device based on channel information multi-modal network. The device includes: an image acquisition unit for collecting physiological saline images, acetic acid images and iodine images of the cervix; a data processing unit including trained Cervical biopsy area recognition model, which analyzes and processes the normal saline image, acetic acid image and iodine image, and outputs the probability label of the cervical biopsy area; the cervical biopsy area recognition model includes: a detection network layer, which is used to extract the normal saline image, acetic acid image and The feature map and position information of the cervical surface area in the iodine image; the feature is combined with the prediction network layer, the three feature maps and position information are stitched together in the channel dimension, and then through feature fusion and recognition, the probability label of the biopsy area of the cervix is output; Display the unit, get the probability label and display it. The cervical biopsy area identification device can assist doctors to make accurate judgments on whether the patient's cervix needs further biopsy. |