Method And System For Predicting Nafld Stages By Processing Medical Images

Abstract: The present disclosure discloses a method and system for processing medical images for predicting a Non-Alcoholic Fatty Liver Disease (NAFLD) stage (213). The method comprises receiving the medical image (305) from one or more data sources (203) and identifying an image type of the medical image (305) from an among plurality of image types. Further, the method comprises pre-processing the medical image (305) using a respective pre-processing pipeline selected from a plurality of pre-processing pipelines (401) based on the image type of the medical image (305). Thereafter, the method comprises processing the pre-processed medical image (307) using a trained deep learning model for generating a classification probability score (309) associated with the medical image (305). Finally, the method comprises predicting the NAFLD stage (213), from the medical image among a plurality of NAFLD stages based on the generated classification score (309). Fig. 2

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