System And Method For Detecting Retinopathy Of Prematurity

Abstract: ABSTRACT Approaches for detecting presence of ROP in an input eye, are described. In an example, an input eye image, corresponding to the input eye, is obtained. Once obtained, the input eye image may undergo a plurality of pre-processing steps including cropping, padding, resizing, and sharpening. Thereafter, the input eye image may be processed based on a view assessment model to select a temporal view image. Then, the input eye image may be processed based on a quality assessment module to ascertain the quality of the input eye image. Once the input eye image is ascertained to be acceptable based on quality standards, the same may be processed based on a categorization model to obtain attribute information to detect the presence of the ROP and performs binary categorization of the input eye image as one of a no referral ROP and a referral ROP.

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