DEVICE AND METHOD FOR ENHANCING ACCURACY OF RECONGIZING FETUS HEART RATE ACCELERATION DATA

Patent №

US 9,801,609

Granted

2017-10-31

Filed 2014

Owner

EDAN INSTRUMENTS INC.

Lab

AI components

1

vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14235050

The present invention relates to the field of biomedical signal processing, specifically, a device and method of implementation for enhancing the accuracy of fetal heart rate acceleration data recognition. The present invention comprises: collecting fetal heart rate data in a pre-configured period so as to obtain a fetal heart rate data sequence, H(n); performing baseline identification on the fetal heart rate sequence, H(n), to obtain a fetal heart rate baseline data sequence, B(n); pre-processing the fetal heart rate data sequence, H(n), to obtain a pre-processed fetal heart rate data sequence, C(n); performing acceleration recognition on the pre-processed fetal heart rate data sequence, C(n), according to pre-configured acceleration determination criteria and the fetal heart rate baseline data sequence, B(n), to obtain acceleration data segments; calculating an acceleration attribute value for each of the acceleration data segments, and outputting each acceleration data segment and the acceleration attribute value calculation result thereof. The technical solution provided by the present invention effectively distinguishes the variations between the accelerations and the baseline, accurately recognizes each acceleration in continuous accelerations, and avoids the situations of the detected number of fetal heart rate data accelerations being lower than the actual number or being mistaken due to current methods, thereby enhancing the accuracy in recognizing fetal heart rate curve accelerations.

VisionA61B 8/0866A61B 5/02411A61B 5/7235A61B 8/02A61B 8/5207A61B 8/5223A61B 8/5276

AI classification

Vision0.75
Planning0.46
Machine learning0.05
Natural language0.03
Evolutionary computation0.00
Speech0.00
Knowledge representation0.00
AI hardware0.00

Ownership

EDAN INSTRUMENTS INC.

assignment · 320450802

Assignors

RAO, JIAN, CHEN, DEWEI, ZENG, YONGHUA, CHEN, WUSUN

On an employer assignment, the assignors are typically the inventors.

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