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61 results about "Keratoconus" patented technology

A condition where the cornea, a white ball shaped lens of the eye, bulges outwards into a cone shape.

Methods for stabilizing corneal tissue

Methods of stabilizing collagen fibrils in a cornea are disclosed. The stabilization may be effected by treating the cornea with a protein that crosslinks collagen fibrils, such as decorin. The stablization methods include treatment of corneas before, during, or after a surgical procedure, treatment of keratectasia, and treatment of keratoconus.
Owner:EUCLID SYST CORP

Method for diagnosing keratoconus case based on XGBoost+SVM hybrid machine learning

The invention provides a method for diagnosing a keratoconus case based on XGBoost+SVM hybrid machine learning. The method includes the following steps that: the corneal examination data of ophthalmicpatients are collected, each corneal sample is labeled with a category label keratoconus, suspected keratoconus and normal cornea by ophthalmologists, and the labeled corneal samples are adopted as training sample data; the feature values of the features of the corneal sample data are normalized and are mapped to an interval [0, 1]; the XKoost is used to expand the features of the sample data, and an expanded feature set is adopted as the training features of the samples; and based on the training features of the sample data, an SVM diagnosis model is trained and constructed; and the diagnosis model is adopted to diagnose and predict new cases. Tests have shown that the diagnostic effect of the method has met the requirements of clinical applications. The method can be used for screeningthe keratoconus, especially suspected keratoconus, can reduce dependence on the diagnosis of medical experts, and can basically improve diagnostic efficiency and accuracy.
Owner:王雁 +1

Conic cornea recognition method and system based on multi-dimensional feature adaptive fusion

The invention discloses a keratoconus recognition method and system based on multi-dimensional feature self-adaptive fusion. The method comprises the following steps: (1) obtaining original corneal topographic map data of a plurality of independent samples by using a Pentacam anterior segment imaging system; (2) carrying out comprehensive judgment and labeling on the condition of the conic corneaon the five dimensions of each independent sample; (3) counting normal size, mean value, variance and extreme value information of original corneal topographic map data of five dimensions; (4) dividing a training set and a verification set; (5) processing topographic map data in the training set and the verification set; (6) constructing and training a residual convolutional neural network with five-dimensional feature adaptive fusion; (7) utilizing a Grad-CAM visualization mode to obtain average visualization information of the three types of test samples; and (8) performing prediction by using the trained model, and performing back propagation on the maximum prediction score to obtain a visual effect picture. According to the invention, the problem of poor recognition effect of the coniccornea in practical application can be solved.
Owner:ZHEJIANG UNIV

Cross-linking composition delivered by iontophoresis, useful for the treatment of keratoconus

An improved formulation of an ophthalmic composition contains riboflavin, as cross-linking agent of corneal collagen, administered by corneal iontophoresis, able to guarantee an increased capacity of permeation of riboflavin of the corneal stroma and therefore greater therapeutic efficacy in the treatment of keratoconus.
Owner:SOOFT ITAL SPA

Contact lens for reshaping the altered corneas of post refractive surgery, post ortho-k or keratoconus

ActiveCN100507639CEffective remodelingImprove or rebuild visionEye treatmentOptical partsKeratorefractive surgeryPre operative
A kit for determining a hypothetical cornea for use with post-LASIK and post myopia Ortho-K amendment. The kit has a reference table for determining conformation data by using at least one of following data: pre-treatment KM readings, post-treatment KM readings, power reduced from before- to after-treatment, and post-treatment cornea optical zone. The kit further comprises a plurality of conformed lenses based on the conformation data in predetermined increments from the reference table. The pre-treatment KM readings comprise pre-operative or pre-ortho-K readings. The post-treatment KM readings comprise post-operative or post ortho-K readings. The post-treatment cornea optical zone comprises post-operative or post-ortho-K cornea optical zone. Also, a method of determining a hypothetical cornea for use with post-LASIK and post myopia Ortho-K amendment is disclosed. The method has inputting pre-treatment KM readings, inputting post-treatment KM readings, inputting power reduced from before- to after treatment, inputting post-treatment cornea optical zone, calculating conformation data, which is adapted to be used to generate specification for conformed lenses. Another kit for determining a hypothetical cornea for use with Keratoconus and post-hyperopia Ortho-K amendment can be constructed using at least one of following data: pre-altered KM readings, post-altered KM readings, pre-altered refraction error, and post altered specifications. The kit further comprises a plurality of conformed lenses based on the conformation data in predetermined increments from the reference table. The pre-altered KM readings comprise pre-keratoconus or pre-hyperopia ortho-K readings. The pre-altered refraction errors comprise refraction errors from a set of normal corneas. The post-altered specifications comprise cone widths of Keratoconus or steepened cornea zone of hyperopic Ortho-K and also magnitude of off centering of the cone apex.
Owner:董晓青
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