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The Inteational Workshop on Applications of Probability and Statistics to Biology (APSB) was successfully held in Shanghai, China, July 11-13, 2019.The workshop was hosted by the Institute of Science and Technology for Brain-inspired Intelligence (ISTBI) at Fudan University, and in honor of the 80th birthday of Prof.Minping Qian of Peking University.