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Apparatus and method for providing information on epilepsy symptoms based on resting-state EEG
专利权人:
고려대학교 산학협력단
发明人:
박상현,김정빈,이광식,박건우
申请号:
KR1020190017896
公开号:
KR1020200099811A
申请日:
2019.02.15
申请国别(地区):
KR
年份:
2020
代理人:
摘要:
The present invention relates to an apparatus and method for providing epilepsy diagnosis information for diagnosing the presence of epilepsy, and further, the degree of brain network change, using a patient''s resting EEG, which is used to generate a plurality of resting EEG from previously stored medical data. After obtaining, the brainwave data collection unit for classifying and storing according to the degree of change in the brain network; After measuring the patient''s EEG, the EEG measurement unit for extracting and providing only the EEG corresponding to the resting period; A functional connectivity matrix generator for generating a functional connectivity matrix for each resting EEG stored in the EEG data collection unit when learning a neural network, and for generating a functional connectivity matrix for the patient EEG when analyzing a patient EEG; A graph theory analysis unit for grasping a graph theory analysis value by performing a graph theory analysis on the functional connectivity matrix; When learning a neural network, the graph theory analysis value corresponding to each resting EEG stored in the EEG data collection unit is taken as an input condition, and a plurality of learning data having a degree of brain network change as an output condition is generated, and then the plurality of learning A neural network learning unit that repeatedly trains a neural network through data; And an epilepsy analyzer configured to grasp and report a degree of change in a brain network corresponding to a graph theory analysis value derived from the patient''s brain wave using the neural network when analyzing the patient EEG.본 발명은 환자의 휴지기 뇌파를 이용하여 뇌전증 여부, 더 나아가서는 뇌 네트워크 변화정도를 진단할 수 있도록 하는 뇌전증 진단 정보 제공 장치 및 방법에 관한 것으로, 이는 기 저장된 의료 데이터로부터 다수의 휴지기 뇌파를 획득한 후, 뇌 네트워크 변화 정도에 따라 분류하여 저장하는 뇌파 자료 수집부; 환자 뇌파를 측정한 후, 휴지기 구간에 해당하는 뇌파만을 추출 및 제공하는 뇌파 측정부; 신경망 학습시에는 상기 뇌파 자료 수집부에 저장된 휴지기 뇌파 각각에 대한 기능적 연결성 매트릭스를 생성하고, 환자 뇌파 분석시에는 상기 환자 뇌파에 대한 기능적 연결성 매트릭스를 생성하는 기능적 연결성 매트릭스 생
来源网站:
中国工程科技知识中心
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