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32 results about "Macular disease" patented technology

Classification model construction method and device for macular lesion region segmentation

The invention discloses a method for constructing a classification model for segmenting macular lesion regions of fundus images, which comprises the following steps: selecting multiple fundus images, performing grayscale processing on them to obtain multiple grayscale images, and performing grayscale processing on the grayscale images Samples are obtained by sampling the foreground and background of the sample respectively; the transformation matrix is ​​obtained by using the generalized low-rank approximation method, and the dimensionality reduction process is performed on the sample based on the transformation matrix to obtain the low-rank approximation matrix of the sample; the low-rank approximation matrix of the sample is added to The label information is used as supervision to construct the manifold regularization item; the objective function is constructed by combining the generalized low-rank approximation method and the manifold regularization item, and the iterative optimization method is used to solve the objective function to obtain the optimal transformation matrix and the optimal low-rank approximation of the sample matrix; constructing a classification model based on the optimal low-rank approximate matrix and label information. The classification model of the present invention can extract feature descriptors that are both low-dimensional and highly distinguishable, and can improve segmentation accuracy.
Owner:SHANDONG NORMAL UNIV

Application of a combination of small molecular compounds in the preparation of drugs for preventing and treating retinal damage diseases

The invention relates to the field of biotechnology, and specifically discloses the application of a combination of small molecular compounds in the preparation of a medicament for preventing and treating retinal damage diseases. The combination of small molecule compounds can effectively antagonize cell death and dysfunction caused by oxidative stress on retinal pigment epithelial cells. It can effectively protect retinal pigment epithelial cells and thus protect the structural integrity and normal function of the entire retinal layer cells. It can be used for prevention and potential Treating retinal damage caused by oxidative stress is particularly beneficial for preventing and / or treating retinal damaging diseases such as age-related macular degeneration. In addition, the present invention verifies through experiments that the combination of small molecule compounds has no obvious pharmacological toxicity, and can effectively control the occurrence and development of retinal damage diseases, providing new opportunities for the development of the unknown biological activity of the combination of small molecule compounds and future clinical therapeutic effects. theoretical support.
Owner:ZHONGSHAN OPHTHALMIC CENT SUN YAT SEN UNIV
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