Sensing devices for detecting and processing acoustic signals in healthcare
Acoustic signals are important markers to monitor physiological and pathological conditions,
eg, heart and respiratory sounds. The employment of traditional devices, such as …
eg, heart and respiratory sounds. The employment of traditional devices, such as …
An IoT-based wearable system using accelerometers and machine learning for fetal movement monitoring
Fetal movement is an essential index of fetal well-being. However, existing technologies in
clinical applications cannot provide an effective, long-term and easily accessible way for …
clinical applications cannot provide an effective, long-term and easily accessible way for …
Assessment of fetal and maternal well-being during pregnancy using passive wearable inertial sensor
E Somathilake, UH Delay… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Assessing the health of both the fetus and mother is vital in preventing and identifying
possible complications in pregnancy. This article focuses on a device that can be used …
possible complications in pregnancy. This article focuses on a device that can be used …
Is it possible to monitor fetal movements with a wearable device? A review of novel technologies
S Patel, AE Conway, T Adjei, I Abati, S Dhawan… - European Journal of …, 2024 - Elsevier
Stillbirth is often preceded by reduced fetal movements and obstetric intervention is
necessitated for stillbirth prevention. Yet, despite fetal movements being one of the few …
necessitated for stillbirth prevention. Yet, despite fetal movements being one of the few …
Fetal Movement Identification Using Spectrograms with Attention Aided Models and Identifying a Set of Correlating Parameters with Gestational Age
LBIP Thilakasiri, D Alwis… - 2023 IEEE 17th …, 2023 - ieeexplore.ieee.org
Fetal movement monitoring is an essential part to ensure the safety of a fetus. Counting the
number of kicks regularly and keeping track of the pattern is a well known method of …
number of kicks regularly and keeping track of the pattern is a well known method of …
Fetal movements identification based on non-negative matrix factorization and spectral clustering
W Wasalaarachchi, HAA Subhashini… - … 14th conference on …, 2019 - ieeexplore.ieee.org
Fetal movement patterns are a measurement of fetal well-being and it is important to
ascertain fetal movements to avoid fetal morbidity and death. Fetal movement counting by …
ascertain fetal movements to avoid fetal morbidity and death. Fetal movement counting by …
Fetal movement detection using long short-term memory network
The use of fetal movements to estimate fetal health is the subject of focus and is preferred
over conventional methods of monitoring fetal health. In this paper, the possibility of using …
over conventional methods of monitoring fetal health. In this paper, the possibility of using …
Fetal movement identification from multi-accelerometer measurements using recurrent neural networks
This work presents two approaches, the many-to-many method and the many-to-one
method, to identify fetal movements, especially fetal kicks, using recurrent neural networks …
method, to identify fetal movements, especially fetal kicks, using recurrent neural networks …
Development of a Sensor-Based Wearable Fetal and Maternal Health Monitoring System
Y Jayalath, MWP Maduranga, V Tilwari… - 2024 First …, 2024 - ieeexplore.ieee.org
According to the World Health Organization, approximately 360,000 pregnant women are
registered annually in Sri Lanka. Among these, about 328,000 babies are born healthy …
registered annually in Sri Lanka. Among these, about 328,000 babies are born healthy …
[PDF][PDF] Standardized fourth central movement based three step algorithm for fetal movements identification
Fetal movement monitoring, one of the simplest methods of accessing fetal health lacks
extensive studies beyond ultrasound or MRI scans, which are mainly conducted in a clinical …
extensive studies beyond ultrasound or MRI scans, which are mainly conducted in a clinical …