Unlock instant, AI-driven research and patent intelligence for your innovation.

Medical image processing method, device, electronic device and computer readable medium

A medical image and image area technology, applied in medical images, image data processing, computer components, etc., can solve problems such as weak labeling information and difficulty in obtaining accurate location information, and achieve the effect of improving accuracy

Active Publication Date: 2021-08-13
天津新开心生活科技有限公司 +1
View PDF10 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

This method of using multi-instance learning is difficult to obtain accurate location information due to weak labeling information

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Medical image processing method, device, electronic device and computer readable medium
  • Medical image processing method, device, electronic device and computer readable medium
  • Medical image processing method, device, electronic device and computer readable medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0027] Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many forms and should not be construed as limited to the embodiments set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the concept of example embodiments to those skilled in the art. The same reference numerals denote the same or similar parts in the drawings, and thus their repeated descriptions will be omitted.

[0028] Furthermore, the described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are provided in order to give a thorough understanding of embodiments of the present disclosure. However, those skilled in the art will appreciate that the technical solutions of the present disclosure may be practiced without one or mo...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The present disclosure relates to a medical image processing method, device, electronic equipment and computer readable medium. Relating to the field of medical image information processing, the method includes: acquiring medical image pictures and corresponding medical image reports; extracting structured text through the medical image reports, the structured text includes multiple feature categories; Determining an area template; and inputting the medical image picture, the structured text, and the area template into a lesion localization model to locate a lesion image area in the medical image picture, and the lesion localization model is weakly supervised learning model. The medical image processing method, device, electronic equipment, and computer readable medium involved in the present disclosure can improve the accuracy of locating lesion areas in medical images.

Description

technical field [0001] The present disclosure relates to the field of computer information processing, in particular, to a medical image processing method, device, electronic equipment and computer readable medium. Background technique [0002] Computer-aided detection is the use of advanced computer software and hardware to analyze and process digital radiological images to discover and detect lesion characteristics. The results are used as "second opinions" for diagnostic physicians to refer to and help radiologists improve the detection rate of lesions. It is called As the "second pair of eyes" of radiologists, it can improve diagnostic accuracy and reproducibility, shorten reading time and improve work efficiency. It is a very important research direction to carry out detailed localization of lesions in medical images with the aid of computer-aided detection. [0003] There are two lesion localization methods in the prior art: 1. Using supervised learning, the doctor ca...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/20G06T7/00G16H30/20G06F16/53
CPCG06T7/0012G16H30/20G06V10/22
Inventor 丁浩洋王磊李明
Owner 天津新开心生活科技有限公司