AIMC Topic: Fetal Movement

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Fetal brain activity and the free energy principle.

Journal of perinatal medicine Apr 26, 2023
OBJECTIVES: To study whether the free energy principle can explain fetal brain activity and the existence of fetal consciousness via a chaotic dimension derived using artificial intelligence.
Fetal Movement Female Artificial Intelligence Pregnancy Humans Ultrasonography, Prenatal Fetus Brain
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Recognition of facial expression of fetuses by artificial intelligence (AI).

Journal of perinatal medicine Feb 8, 2021
OBJECTIVES: The development of the artificial intelligence (AI) classifier to recognize fetal facial expressions that are considered as being related to the brain development of fetuses as a retrospective, non-interventional pilot study.
Fetus Fetal Development Fetal Movement Face Facial Expression Ultrasonography, Prenatal Humans Artificial Intelligence Brain Female Pregnancy
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Comparative Analysis of Machine Learning Approaches for Fetal Movement Detection with Linear Acceleration and Angular Rate Signals.

Sensors (Basel, Switzerland) May 7, 2025
Reduced fetal movement (RFM) can indicate that a fetus is at risk, but current monitoring methods provide only a "snapshot in time" of fetal health and require trained clinicians in clinical settings. To improve antenatal care, there is a need for co...
Wearable Electronic Devices Signal Processing, Computer-Assisted Adult Fetal Monitoring Machine Learning Fetal Movement Accelerometry Female Acceleration Pregnancy Neural Networks, Computer Humans
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Exploring Random Forest Machine Learning for Fetal Movement Detection using Abdominal Acceleration and Angular Rate Data.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
Fetal movement is a commonly monitored indicator of fetal wellbeing with reductions in fetal movement being associated with poor perinatal outcomes. However, more informative datasets of fetal movement are required for improved clinical decision maki...
ROC Curve Abdomen Adult Accelerometry Fetal Monitoring Acceleration Random Forest Algorithms Female Pregnancy Humans Machine Learning Fetal Movement
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Detection of fetal kicks using body-worn accelerometers during pregnancy: Trade-offs between sensors number and positioning.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Aug 1, 2016
Monitoring fetal wellbeing is key in modern obstetrics. While fetal movement is routinely used as a proxy to fetal wellbeing, accurate, noninvasive, long-term monitoring of fetal movement is challenging. A few accelerometer-based systems have been de...
Fetal Movement Signal Processing, Computer-Assisted Pregnancy Fetal Monitoring Accelerometry Humans Female
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