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Reconstructed low-count images using different methods for the simulated test dataset. ADMM-MB-histequ denotes our proposed method method that uses the multi-branch input CNN constrained reconstruction with histogram equalized CT image. HC-MLEM represents MLEM reconstruction of high-count data for reference. Our proposed method is marked in bold face.
