تقرير
Beat-to-Beat Fetal Heart Rate Analysis Using Portable Medical Device and Wavelet Transformation Technique
| العنوان: | Beat-to-Beat Fetal Heart Rate Analysis Using Portable Medical Device and Wavelet Transformation Technique |
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| المؤلفون: | Farahi, Maria, Casals, Alicia, Sarrafzadeh, Omid, Zamani, Yasaman, Ahmadi, Hooran, Behbood, Naeimeh, Habibian, Hessam |
| المصدر: | Heliyon 8(12), E12655, 2022 |
| سنة النشر: | 2021 |
| المجموعة: | Quantitative Biology |
| مصطلحات موضوعية: | Quantitative Biology - Quantitative Methods, 92C55 |
| الوصف: | A beat-to-beat Tele-fetal Monitoring and comparison with clinical data are studied with a wavelet transformation approach. Tele-fetal monitoring is a big progress toward a wearable medical device for a pregnant woman capable of obtaining prenatal care at home. We apply a wavelet transformation algorithm for fetal cardiac monitoring using a portable fetal Doppler medical device. Choosing an appropriate mother wavelet, 85 different mother wavelets are investigated. The efficiency of the proposed method is evaluated using two data sets including public and clinical. From publicly available data on PhysioBank, and simultaneous clinical measurement, we prove that the comparison between obtained fetal heart rate by the algorithm and the baselines yields a promising accuracy beyond 95%. Finally, we conclude that the proposed algorithm would be a robust technique for any similar tele-fetal monitoring approach. Comment: 12 pages, 12 figures |
| نوع الوثيقة: | Working Paper |
| DOI: | 10.1016/j.heliyon.2022.e12655 |
| URL الوصول: | http://arxiv.org/abs/2103.01014 |
| رقم الأكسشن: | edsarx.2103.01014 |
| قاعدة البيانات: | arXiv |
| DOI: | 10.1016/j.heliyon.2022.e12655 |
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