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60 results about "Macular edema" patented technology

Macular edema occurs when fluid and protein deposits collect on or under the macula of the eye (a yellow central area of the retina) and causes it to thicken and swell (edema). The swelling may distort a person's central vision, because the macula holds tightly packed cones that provide sharp, clear, central vision to enable a person to see detail, form, and color that is directly in the centre of the field of view.

Compounds useful in inhibiting vascular leakage, inflammation and fibrosis and methods of making and using same

The present invention is directed to a method of inhibiting at least one of vascular leakage, inflammation and fibrosis in an animal by administering to the animal a vascular leakage inhibiting amount of a composition, wherein at a substantially higher amount the composition is effective in inhibiting angiogenesis, and wherein the anti-angiogenic activity of the composition is separate from the vascular leakage inhibiting activity of the composition. The animal experiencing at least one of vascular leakage, inflammation and fibrosis has a disease selected from the group consisting of diabetes, chronic inflammation, brain edema, arthritis, uvietis, macular edema, cancer, hyperglycemia, a kidney inflammatory disease, a disorder resulting in kidney fibrosis, a disorder of the kidney resulting in proteinuria, and combinations thereof. The composition capable of inhibiting at least one of vascular leakage, inflammation and fibrosis is selected from the group consisting of angiostatin, fragments of angiostatin, analogs or derivatives of angiostatin, kringle 5 of plasminogen, fragments of kringle 5 of plasminogen, analogs or derivatives of kringle 5 of plasminogen, pigment epithelium-derived factor, fragments of pigment epithelium-derived factor, analogs or derivatives of pigment epithelium-derived factor and combinations thereof.
Owner:THE BOARD OF RGT UNIV OF OKLAHOMA

A deep learning-based early age-related macular lesion weakly supervised classification method

The invention discloses a deep learning-based early age-related macular lesion weakly supervised classification method, which comprises the following steps of 1, positioning a central concave positionof an eye fundus image by adopting a convolutional neural network, and intercepting a square area as a candidate area by taking the central concave position as an original point and taking a double-optic disc diameter as a side length; 2, judging whether glass membrane warts appear in the macular area or not by adopting a convolutional neural network, detecting the glass membrane warts in a weaksupervision manner, and judging whether the glass membrane warts appear in the fundus image or not; 3, performing linear interpolation by using the intermediate result of the step 2 to obtain a finalpixel-level focus marking result. According to the algorithm, a weak supervision method is adopted for classifier training and detection, only whether the fundus image has vitreous condyloma information or not needs to be provided, the classifier can be trained without specific position information, correct classification of the early-stage age-related macular lesion fundus image is achieved, andthe algorithm can effectively save the cost of marking training data while the precision is guaranteed.
Owner:GUANGZHOU SHIYUAN ELECTRONICS CO LTD
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