WEARABLE DEFIBRILLATION APPARATUS CONFIGURED TO APPLY A MACHINE LEARNING ALGORITHM

• Main Authors: HAHN DANIEL, MAASS ERIC C, KINZIE PATRICK W, SCHULHAUSER RANDAL C, PROBST DAVID, CAO JIAN
• Format: Patent
• Language: Chinese; English
• Published: 16.03.2021
• Subjects: ELECTROTHERAPY; HUMAN NECESSITIES; HYGIENE; MAGNETOTHERAPY; MEDICAL OR VETERINARY SCIENCE; RADIATION THERAPY; ULTRASOUND THERAPY

An apparatus is disclosed that is configured to be worn by a patient for cardiac defibrillation comprises sensing electrodes configured to sense a cardiac signal of the patient, defibrillation electrodes, therapy delivery circuitry configured to deliver defibrillation therapy to the patient via the defibrillation electrodes, communication circuitry configured to receive data of at least one physiological signal of the patient from at least one sensing device separate from the apparatus, a memory configured to store the data, the cardiac signal, and a machine learning algorithm, and processingcircuitry configured to apply the machine learning algorithm to the data and the cardiac signal to probabilistically-determine at least one state of the patient and determine whether to control delivery of the defibrillation therapy based on the at least one probabilistically-determined patient state. 公开一种设备，所述设备被配置成由患者穿戴以进行心脏除颤，所述设备包括：感测电极，所述感测电极被配置成感测所述患者的心脏信号；除颤电极；疗法递送电路系统，所述疗法递送电路系统被配置成通过所述除颤电极向所述患者递送除颤疗法；通信电路系统，所述通信电