In this work, a novel molecularly imprinted polymer membrane (MIPM) using oxcarbazepine (OXC) as the single template and polyvinylidene difluoride membrane as the subtract was fabricated for recognition and extraction of carbamazepine (CBZ) and its analogues including OXC, carbamazepine-10,11-epoxide (CBZE), and monohydroxy derivative 10, 11-dihydro-10-hydroxy carbamazepine (MHD). The prepared MIPMs were characterized by scanning electron microscope, Fourier transform infrared spectroscopy, Brunaner-emmet-teller measurements and X-ray photoelectron spectroscopy, showing the successful construction of uniform and porous polymers on the surface of membranes. A series of adsorption affinity tests were investigated, indicating the prepared materials had specific recognition capacity and excellent stability as novel sorbents. The maximum static adsorption capacities of MIPMs towards OXC, CBZ, MHD or CBZE was 4.246, 3.621, 2.316, or 4.877 mg·g−1, respectively. The MIPMs showed reusability and reproducibility. The usability of MIPMs was evaluated by combining MIPMs extraction and high performance liquid chromatography detection for the determination of CBZ, CBZE, OXC and MHD in different matrices including methanol, normal saline, phosphate buffer solution, and plasma. The mean recovery of four target compounds in methanol, normal saline and phosphate buffer solution was more than 75 %, while the mean recovery of CBZ and CBZE in plasma was more than 80 %. The results demonstrated that the proposed MIPMs is very suitable for the determination of OXC, CBZ, MHD and/or CBZE in different matrices.