Method and device for judging doctor's skill level based on skeleton recognition
A skill level, skeletal technology, applied in the computer field, that can solve problems such as lack of accuracy and lack of information
Active Publication Date: 2022-04-22
武汉泰乐奇信息科技有限公司
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However, the traditional method of establishing a bone model to determine the doctor's skill level generally uses multiple cameras to collect images of the doctor during the operation, and then builds a corresponding bone model. At this time, a problem arises, that is, the doctor will wear Surgical gowns perform surgical operations, and the area covered by the surgical gown cannot be captured by the camera, so there will be areas where information is missing, resulting in insufficient accuracy of the traditional method of determining the doctor's technical level
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[0072] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.
[0073] refer to figure 1 , the embodiment of the present application provides a method for judging a doctor's skill level based on bone recognition, including the following steps:
[0074] S1. Correspondingly deploying a first number of myoelectric sensors at different positions on the preset first natural person, and performing a preset first medical operation on the first natural person through multiple cameras arranged around the first natural person Real-time image acquisition and processing to obtain the first image set;
[0075] S2. Reduce the number of myoelectric...
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The present application discloses a method for judging a doctor's skill level based on bone recognition, which performs real-time image acquisition and processing to obtain the first image set; reduces the number of myoelectric sensors; reduces the number of myoelectric sensors multiple times to obtain the third image set, ..., the nth image set; obtain n-1 similarity values; draw a similarity value curve; find out the inflection point; obtain the specified image set corresponding to the inflection point, the specified EMG data set and the specified EMG sensor position; if it can be identified Skeletal posture, generate a sample data; get multiple sample data; get the level prediction model; get the image set to be analyzed; get the prediction level; get the predicted EMG sensor position; get the official image set; get the official EMG data set; identify A set of bone poses is generated to judge the medical skill level of the second natural person, which improves the accuracy of judging the doctor's skill level.
Description
technical field [0001] This application relates to the field of computers, in particular to a method and device for judging a doctor's skill level based on bone recognition. Background technique [0002] During the operation, the doctor involves complex operations. In order to determine whether the doctor’s operation is up to standard, the method of establishing a bone model can generally be used to determine the doctor’s technical level by means of changes in the bones during the operation. However, the traditional method of establishing a bone model to determine the doctor's skill level generally uses multiple cameras to collect images of the doctor during the operation, and then builds a corresponding bone model. At this time, a problem arises, that is, the doctor will wear Surgical gowns are used for surgical operations, and the area covered by the surgical gown cannot be captured by the camera, so there will be areas with missing information, resulting in insufficient a...
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IPC IPC(8): G16H40/20G06Q10/06G06V40/10G06V10/80G06V10/74G06V10/774G06V10/82G06K9/62G06N3/08G06N3/04
CPCG16H40/20G06Q10/06398G06N3/084G06N3/044G06N3/045G06F18/22G06F18/214G06F18/251
Inventor 曾承
Owner 武汉泰乐奇信息科技有限公司