《Non-invasive Fetal ECG Signal Quality Assessment for Multichannel Heart Rate Estimation》论文解读-没弄完

全文核心目的:

做了一个工具箱,发表文章讲讲这个工具箱大概是怎么做的。

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Abstract与Introduction

一些常用缩写 资源链接/备注
FECGSYN toolbox

工具箱代码

代码文件说明

工具箱官网

NI-FECG noninvasive fetal ECG
SQIs signal quality indices
FHR fetal heart rate
Krippendorff's alpha 一致度检验
FQRS fetal QRS
MECG maternal ECG
MQRS maternal QRS
chest-lead 头胸导联
MHR maternal HR
HDR heartbeat detection rate
KF Kalman Filter

1) how can the quality of NI-FECG be quantified in scenarios of low/varying SNR?

怎么评价信号质量?

2) how can one fuse the information of multiple NI-FECG channels when segments/channels containing erroneous detec-
tions are present?

如果出现错误的检测,如何融合多通道的NI-FECG信息?

These SQI metrics are thoroughly evaluated concerning their ability to mirror  the overall quality of NI-FECG signals by using a Naive Bayes classifier.The resulting quality estimates are evaluated using manually annotated clinical data and are further incorporated into a multichannel KF framework for improving fetal heart rate (FHR) estimates.

The developed SQI algorithms as well as resulting classifier were made available under a GNU GPL open-source license and contributed to the FECGSYN toolbox [12], [13] (available at www.fecgsyn.com).

这篇文章的工作就是制作了FECGSYN这个工具箱,

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转载自blog.csdn.net/appleyuchi/article/details/107706785
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