Image processing method, device, device storage medium, and growth and development evaluation system
An image processing device and image processing technology, applied in the field of image processing, can solve problems such as insufficient utilization of ossification center position information, and achieve the effect of improving accuracy and precise bone age prediction
Active Publication Date: 2021-06-11
SHANGHAI UNITED IMAGING INTELLIGENT MEDICAL TECH CO LTD
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This method has the advantages of high precision and fast speed, but the above method inputs the bone age film as a whole or divided into several regions into the convolutional neural network, and does not make full use of the number of ossification centers in the bone age film and the ossification centers that have appeared. location information, and this part of information is the main basis for doctors to read bone age films
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[0044] figure 1 It is a flow chart of the image processing method provided by the embodiment of the present invention. This specification provides the method operation steps as in the embodiment or flow chart, but more or less operation steps may be included based on routine or non-creative work. The sequence of steps enumerated in the embodiments is only one of the execution sequences of many steps, and does not represent the only execution sequence. When an actual system or server product is executed, the methods shown in the embodiments or drawings may be executed sequentially or in parallel (for example, in a parallel processor or multi-thread processing environment). Please refer to figure 1 , the image processing method provided by this embodiment includes:
[0045] S110: acquiring medical images;
[0046] Specifically, medical images may take forms including, but not limited to, X-ray images, CT images, MR images, and ultrasound images.
[0047] Specifically, the me...
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The invention discloses an image processing method, device, equipment storage medium, and growth and development evaluation system, wherein the method includes: acquiring a medical image; inputting the medical image into a preset neural network-based image processing model for calculation, An image processing result corresponding to the medical image is obtained; the image processing result includes a bone age prediction result and / or an ossification center positioning result. The present invention can simultaneously learn bone age prediction tasks and ossification center positioning tasks and obtain image processing results, thereby realizing rapid and accurate bone age prediction.
Description
technical field [0001] The present invention relates to the technical field of image processing, in particular to an image processing method, device, equipment storage medium, and growth and development evaluation system. Background technique [0002] Prediction of children's bone age is of great significance in determining children's biological age, understanding children's growth potential and sexual maturity trends, and diagnosing children's endocrine diseases. Clinically, doctors need to analyze children's bone age X-rays, including determining the number of ossification centers, evaluating the shape of ossification centers that have appeared, and judging whether the epiphyseal line is closed, etc., and comprehensively give a bone age prediction value. It takes a long time for doctors to predict bone age. Even experienced doctors need about 15 minutes with the assistance of software, and the prediction values given by different doctors usually have large deviations. ...
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IPC IPC(8): G06T7/00G06T7/11G06T7/73G16H50/30
Inventor 刘钦吴迪嘉张敏清詹翊强周翔
Owner SHANGHAI UNITED IMAGING INTELLIGENT MEDICAL TECH CO LTD