A method and system for automatic analysis of vaginal microecological morphology
An automatic analysis system and automatic analysis technology, applied in image analysis, medical automated diagnosis, informatics, etc., can solve the problems of high equipment cost, limited recognition ability, and long processing time of high-resolution images, and achieve huge economic benefits and social effects, reducing the burden of medical expenses, and shortening the training cycle
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Embodiment 1
[0039]Embodiment 1: Vaginal micro-ecological morphology automatic analysis method of the present invention
[0040] 1. Super-resolution magnification and reconstruction of the smear of the patient to be tested
[0041] 1. Obtain a high-resolution dictionary D h and a low-resolution dictionary D l :
[0042] Collect several (for example, 10-1000) high-resolution images in advance, and for each image, divide it into high-resolution image blocks X h ; In addition, by performing fuzzy sampling and interpolation operations on the high-resolution image, the corresponding low-resolution image block X is obtained l . Then, use a dictionary training algorithm such as the K-SVD algorithm to train the above-mentioned high-resolution image block X h and its corresponding low-resolution image block X l , respectively to obtain the high-resolution dictionary D h and a low-resolution dictionary D l .
[0043] 2. Acquire high-resolution images of patient smears:
[0044] Obtain the ...
Embodiment 2
[0090] Embodiment 2: Vaginal micro-ecological morphology automatic analysis system of the present invention
[0091] 1. System framework
[0092] According to the automatic analysis method of vaginal micro-ecological morphology of the present invention, under the environment of Microsoft.Visual.Studio.Team.System.2008, the automatic analysis system of vaginal micro-ecological morphology is developed to realize patient information entry, vaginal micro-ecological oil Functions such as selection of pictures under the microscope, automatic data analysis of selected pictures, manual recognition of pictures that cannot be automatically recognized, and printing of patient microecological test reports.
[0093] The overall framework and functions of the software development system include a patient information module, a case collection module, a data analysis module, a manual identification module, and a print form module. The patient information module is used to enter information su...
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