发明名称 Method of predicting acute cardiopulmonary events and survivability of a patient
摘要 A method of producing an artificial neural network capable of predicting the survivability of a patient, including: storing in an electronic database patient health data comprising a plurality of sets of data, each set having at least one of a first parameter relating to heart rate variability data and a second parameter relating to vital sign data, each set further having a third parameter relating to patient survivability; providing a network of nodes interconnected to form an artificial neural network, the nodes comprising a plurality of artificial neurons, each artificial neuron having at least one input with an associated weight; and training the artificial neural network using the patient health data such that the associated weight of the at least one input of each artificial neuron is adjusted in response to respective first, second and third parameters of different sets of data from the patient health data.
申请公布号 US8668644(B2) 申请公布日期 2014.03.11
申请号 US201313868605 申请日期 2013.04.23
申请人 SINGAPORE HEALTH SERVICES PTE LTD.;NANYANG TECHNOLOGICAL UNIVERSITY 发明人 ONG MARCUS ENG HOCK;LIN ZHIPING;SER WEE;HUANG GUANGBIN
分类号 A61B5/00 主分类号 A61B5/00
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