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To deal with these difficulties, we propose DeepMicro, a-deep representation discovering framework making it possible for a fruitful representation of microbiome profiles. DeepMicro effectively changes high-dimensional microbiome information into a robust low-dimensional representation utilizing various autoencoders and applies machine learning classification formulas in the learned representation. In infection prediction, DeepMicro outperforms the existing most readily useful methods based o