ARTIFICIAL INTELLIGENCE BASED MACULAR DEGENERATION DISEASE DETERIORATION PREDICTION DEVICES AND METHODS

摘要

To an apparatus for predicting deterioration of macular degeneration based on artificial intelligence, the apparatus for predicting deterioration of macular degeneration based on artificial intelligence includes a database including a plurality of macular degeneration fundus data sets, and a macular degeneration fundus image included in the plurality of macular degeneration fundus data sets. A data preprocessor that performs preprocessing of , constructs an artificial intelligence-based drusen image learning model using a Drusen segmentation mask corresponding to the macular degeneration fundus image, and uses the preprocessed macular degeneration fundus image as the drusen Using the drusen image segmentation unit that generates a drusen region map linked to the macular degeneration fundus image preprocessed by applying to the Zen image learning model, and the macular degeneration fundus image in the macular degeneration fundus image and the drusen image segmentation unit The generated future macular degeneration fundus image is generated by applying the generated drusen region map to the artificial intelligence neural network, and the generated future macular degeneration fundus image is applied to a plurality of artificial intelligence neural networks to determine the authenticity. Includes a prediction image generator can do.