Literature DB >> 22256166

Accelerometer-based fetal movement detection.

M Mesbah1, M S Khlif, C East, J Smeathers, P Colditz, B Boashash.   

Abstract

Monitoring fetal wellbeing is a compelling problem in modern obstetrics. Clinicians have become increasingly aware of the link between fetal activity (movement), well-being, and later developmental outcome. We have recently developed an ambulatory accelerometer-based fetal activity monitor (AFAM) to record 24-hour fetal movement. Using this system, we aim at developing signal processing methods to automatically detect and quantitatively characterize fetal movements. The first step in this direction is to test the performance of the accelerometer in detecting fetal movement against real-time ultrasound imaging (taken as the gold standard). This paper reports first results of this performance analysis.

Mesh:

Year:  2011        PMID: 22256166     DOI: 10.1109/IEMBS.2011.6091942

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  5 in total

1.  A systematic scoping review to identify the design and assess the performance of devices for antenatal continuous fetal monitoring.

Authors:  Kajal K Tamber; Dexter J L Hayes; Stephen J Carey; Jayawan H B Wijekoon; Alexander E P Heazell
Journal:  PLoS One       Date:  2020-12-01       Impact factor: 3.240

2.  Performance of a wearable acoustic system for fetal movement discrimination.

Authors:  Jonathan Lai; Richard Woodward; Yuriy Alexandrov; Qurratul Ain Munnee; Christoph C Lees; Ravi Vaidyanathan; Niamh C Nowlan
Journal:  PLoS One       Date:  2018-05-07       Impact factor: 3.240

3.  Passive Fetal Movement Recognition Approaches Using Hyperparameter Tuned LightGBM Model and Bayesian Optimization.

Authors:  Sensong Liang; Jiansheng Peng; Yong Xu; Hemin Ye
Journal:  Comput Intell Neurosci       Date:  2021-12-09

Review 4.  Fetal movements as a predictor of health.

Authors:  Jonathan Lai; Niamh C Nowlan; Ravi Vaidyanathan; Caroline J Shaw; Christoph C Lees
Journal:  Acta Obstet Gynecol Scand       Date:  2016-09       Impact factor: 3.636

5.  A Novel Fetal Movement Simulator for the Performance Evaluation of Vibration Sensors for Wearable Fetal Movement Monitors.

Authors:  Abhishek Kumar Ghosh; Sonny F Burniston; Daniel Krentzel; Abhishek Roy; Adil Shoaib Sheikh; Talha Siddiq; Paula Mai Phuong Trinh; Marta Mambrilla Velazquez; Hei-Ting Vielle; Niamh C Nowlan; Ravi Vaidyanathan
Journal:  Sensors (Basel)       Date:  2020-10-23       Impact factor: 3.576

  5 in total

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