ArticleFrontiers in physiology2017
Efficient Fetal-Maternal ECG Signal Separation from Two Channel Maternal Abdominal ECG via Diffusion-Based Channel Selection.
Article in Frontiers in physiology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03691103 (To Record and Analyze the Physiological Data From Anesthetic Monitoring Instruments Regarding Cardiovascular, Neurological System, and Surgical Stress for Patients Undergoing Laparoscopic Cholecystectomy in a Stepwise Approach.), which is not on this map. Cited by 13 papers.
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To Record and Analyze the Physiological Data From Anesthetic Monitoring Instruments Regarding Cardiovascular, Neurological System, and Surgical Stress for Patients Undergoing Laparoscopic Cholecystectomy in a Stepwise Approach.
Who cites it
13 citing papers in PubMed, 44 citations in OpenAlex.
- Detection of maternal and fetal stress from the electrocardiogram with self-supervised representation learning.Scientific reports · 2021Trial
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- Maternal-fetal stress and DNA methylation signatures in neonatal saliva: an epigenome-wide association study.Clinical epigenetics · 2022Article
- Comprehensive HRV estimation pipeline in Python using Neurokit2: Application to sleep physiology.MethodsX · 2022Article
- Music Modulates Autonomic Nervous System Activity in Human Fetuses.Frontiers in medicine · 2022Article
- Optimization of adaptive filter control parameters for non-invasive fetal electrocardiogram extraction.PloS one · 2022Article
- Fetal Cardiovascular Decompensation During Labor Predicted From the Individual Heart Rate Tracing: A Machine Learning Approach in Near-Term Fetal Sheep Model.Frontiers in pediatrics · 2021Article
- Fetal heart rate variability responsiveness to maternal stress, non-invasively detected from maternal transabdominal ECG.Archives of gynecology and obstetrics · 2020Article
- Computer-based intrapartum fetal monitoring and beyond: A review of the 2nd Workshop on Signal Processing and Monitoring in Labor (October 2017, Oxford, UK).Acta obstetricia et gynecologica Scandinavica · 2019Article
- Editorial: Recent Advances in Doppler Signal Processing and Modeling Techniques for Fetal Monitoring.Frontiers in physiology · 2018Article
- An Improved FastICA Method for Fetal ECG Extraction.Computational and mathematical methods in medicine · 2018Article
- Fetal Electrocardiogram Extraction and Analysis Using Adaptive Noise Cancellation and Wavelet Transformation Techniques.Journal of medical systems · 2017Article
- Commentary: Computerised interpretation of fetal heart rate during labour (INFANT): a randomised controlled trial.Frontiers in physiology · 2017Article
Corrections and comments
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Authors and funding
3 authors at 3 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
There is a need for affordable, widely deployable maternal-fetal ECG monitors to improve maternal and fetal health during pregnancy and delivery. Based on the diffusion-based channel selection, here we present the mathematical formalism and clinical validation of an algorithm capable of accurate separation of maternal and fetal ECG from a two channel signal acquired over maternal abdomen. The proposed algorithm is the first algorithm, to the best of the authors' knowledge, focusing on the fetal ECG analysis based on two channel maternal abdominal ECG signal, and we apply it to two publicly available databases, the PhysioNet non-invasive fECG database (adfecgdb) and the 2013 PhysioNet/Computing in Cardiology Challenge (CinC2013), to validate the algorithm. The state-of-the-art results are achieved when compared with other available algorithms. Particularly, the
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.