METHOD, APPARATUS AND DEVICE FOR OBTAINING BLOOD GLUCOSE MEASUREMENT RESULT

    公开(公告)号:US20220338764A1

    公开(公告)日:2022-10-27

    申请号:US17763658

    申请日:2021-05-21

    Abstract: A method, apparatus and device for obtaining a blood glucose measurement result. A neural network model is trained by using the following method, so as to obtain a trained first neural network model: acquiring a first invasive blood glucose measurement result of a tested object (101); forming a group of new training data by means of same and characteristic values of the most recent PPG signals of the tested object (102); training the neural network model with the training data, so as to obtain a trained first neural network model (106); and after a group of new PPG signals is acquired, extracting characteristic values of the new PPG signals, and inputting the characteristic values into the trained first neural network model, so as to obtain a target blood glucose measurement result (107).

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