Title:
SEPSIS EARLY WARNING APPARATUS AND DEVICE, AND STORAGE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2021/103623
Kind Code:
A1
Abstract:
A sepsis early warning apparatus and device, and a computer readable storage medium. The apparatus comprises: an obtaining module used for obtaining sample index data with a sepsis label; a calculating module used for adding 0 to the position of a null value in the sample index data to obtain updated sample index data and performing calculation using each updated sample index data to obtain a corresponding sample function parameter of a Gaussian function; a training module used for inputting each sample function parameter into a preset machine leaning model and training to obtain a prediction model; a prediction module used for calculating a corresponding target function parameter according to current index data of a target user and a Gaussian function and inputting the target function parameter into the prediction model for prediction to obtain a prediction result; and a display used for displaying the prediction result. The apparatus can improve prediction accuracy of the sepsis early warning apparatus.
Inventors:
WANG XUYING (CN)
HE GUOPING (CN)
LI BINGQIANG (CN)
HE TING (CN)
DONG CHI (CN)
HE GUOPING (CN)
LI BINGQIANG (CN)
HE TING (CN)
DONG CHI (CN)
Application Number:
PCT/CN2020/105397
Publication Date:
June 03, 2021
Filing Date:
July 29, 2020
Export Citation:
Assignee:
EWELL TECH CO LTD (CN)
International Classes:
G16H10/60; G16H50/20
Foreign References:
| CN110910980A | 2020-03-24 | |||
| CN110246591A | 2019-09-17 | |||
| CN104657624A | 2015-05-27 | |||
| CN106407664A | 2017-02-15 |
Attorney, Agent or Firm:
UNITALEN ATTORNEYS AT LAW (CN)
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