An electrode patch monitoring device that enables fast and accurate application is described. According to some embodiments, the electrode patch monitoring device comprises an array of electrodes for monitoring bioelectrical data that are formed on a flexible substrate. The electrode patch monitoring device may be available in a plurality of sizes, and various methods are provided for selecting an appropriate size according to the physiology of a patient. Methods for applying the electrode patch monitoring device to the patient's body are also provided.