The invention discloses a cell circulation biological artificial liver device with oxygen supply, relates to the technical field of medical equipment, and solves the technical problems of improving working efficiency and liver cell activity. The artificial liver device comprises a blood introducing pipe, a blood returning pipe, a hepatocyte pump, a membrane oxygenator, a cell culture device, two-stage plasma separators and two-stage blood pumps; after the blood in the body of a patient is led out by the blood introducing pipe, the blood sequentially passes through a primary blood pump, the primary side of a primary plasma separator and the blood returning pipe, and then returns to the body of the patient; the plasma separated from the secondary side of the primary plasma separator sequentially passes through a secondary blood pump, the primary side of a secondary plasma separator and the blood returning pipe, and then returns to the body of the patient; and after matrix carrying hepatocytes in the cell culture device flows out from a liquid outlet, the matrix sequentially passes through the secondary side of the secondary plasma separator, the hepatocyte pump and the membrane oxygenator, and then returns to the cell culture device. The artificial liver device provided by the invention can realize the functions of detoxification, metabolism and synthesis of the liver.