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This paper is devoted to studying weighted endpoint estimates of operator-valued singular integrals. Our main results include weighted weak-type estimate of noncommutative maximal Calderón-Zygmund operators, corresponding version of square functions and a weighted type inequality. All these results are obtained under the condition that the weight belonging to the Muchenhoupt class and certain regularity assumptions imposed on kernels which are weaker than the Lipschitz condition.

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