3 results about "LASIK" patented technology

A system includes an actuator, one or more diagnostic devices configured to make ophthalmic measurements, and one or more treatment devices configured to assist in performing an ophthalmic treatment on an eye of a patient. A controller is coupled with the actuator and configured to cause the actuator to move the one or more diagnostic devices and the one or more therapeutic devices into and out of a region in front of the eye of the patient. The ophthalmic treatment may be a LASIK or SMILE treatment with ametropia and / or eye geometry measured using a diagnostic device.

A system includes an actuator, one or more diagnostic devices configured to make ophthalmic measurements, and one or more treatment devices configured to assist in an ophthalmic treatment of an eye of a patient. A controller is coupled with the actuator and configured to cause the actuator to move the one or more diagnostic devices and the one or more therapeutic devices into and out of a region in front of the eye of the patient. The ophthalmic treatment may be a LASIK or SMILE treatment with ametropia and / or eye geometry measured using a diagnostic device.

This invention discloses an intelligent recommendation and optimization method for refractive surgery types based on corneal biomechanics, relating to the fields of intelligent medical decision-making and ophthalmic refractive surgery planning. After collecting preoperative feature sets of patients, this invention outputs a range of potential surgical procedures through a preliminary screening model that integrates a rule engine and LightGBM. By dividing the historical feature sets of four surgical procedures—ICL, SMILE, LASIK, and SURFACE—a two-stage classification and prediction framework is constructed. First, it distinguishes between ICL and corneal refractive surgery, and then further subdivides the corneal refractive surgery types. During training, optimization models are employed using five-fold cross-validation and SMOTE to output recommended surgical procedures. An interpretability force graph is drawn based on SHAP values ​​to improve the accuracy and safety of surgical procedure recommendations. This invention is the first to systematically incorporate corneal biomechanical parameters into a refractive surgery prediction model, achieving intelligent recommendation within a unified framework for multiple surgical procedures. It provides a reliable auxiliary decision-making basis for refractive surgery planning and has broad application value.