Towards Accurate Seizure Detection: Machine Learning Model for Wearable Technology
D Raj, R Rafeeque, A Jeevan… - … on Smart Computing …, 2023 - ieeexplore.ieee.org
Wearable devices that automatically detect and predict seizures could be life-changing
technology for patients suffering from epileptic seizures. These devices can help in constant …
technology for patients suffering from epileptic seizures. These devices can help in constant …
Generalized tonic-clonic seizure detection through the use of physiological signals
Generalized tonic-clonic seizures increase the risk of sudden unexpected death in epilepsy,
especially for patients without caregivers around them. There is a need for wearable devices …
especially for patients without caregivers around them. There is a need for wearable devices …
Improving the Performance of ECG-based Epileptic Seizure Prediction
S Nair, CS Kumar, P Muralidharan… - 2023 14th …, 2023 - ieeexplore.ieee.org
Epileptic seizure is a neurological disorder affecting 50 million people worldwide. If the
seizure goes unrecognized, it may lead to fatal accidents. It is important to predict seizure …
seizure goes unrecognized, it may lead to fatal accidents. It is important to predict seizure …
Harnessing Machine Learning and Deep Learning for Improved Epileptic Seizure Detection: A Review
A Chaturvedi - Proceedings of the 5th International Conference on …, 2023 - dl.acm.org
Since over 1% of people worldwide suffer from epileptic seizures, which can be caused by
brain abnormalities and manifest suddenly and symptomless, there is an increased chance …
brain abnormalities and manifest suddenly and symptomless, there is an increased chance …
The Use of Technology in the Diagnosis and Treatment of Epilepsy: Trends and Open Issues
J Fernandes, PD Gaspar, E Menino… - Revista de Informática …, 2023 - seer.ufrgs.br
Epilepsy is one of the most common neurological diseases in the world, affecting millions of
people. The impact of this disease goes beyond seizures. It has repercussions on the …
people. The impact of this disease goes beyond seizures. It has repercussions on the …
Wearable Health Monitoring and Tracking through Whispering Gallery Mode Optical Sensors in IoT-Enabled Smartwatches
AR Ali, A Saleh, EA Abdallah, AA Ali… - 2023 International …, 2023 - ieeexplore.ieee.org
This manuscript presents the development of micro-optical sensors for high sensitivity
magnetic field detection. The sensors were fabricated using PDMS-nanoparticle mixtures to …
magnetic field detection. The sensors were fabricated using PDMS-nanoparticle mixtures to …
Enhancing Seizure Detection Through Deep Learning-Based Wearable Devices
D Raj, AJ Jeevan, R Rafeeque… - 2024 International …, 2024 - ieeexplore.ieee.org
This study focuses on harnessing data from diverse sensors, such as Electrodermal Activity,
Accelerometer, Heart Rate, and Blood Volume Pulse, aiming to construct a sophisticated …
Accelerometer, Heart Rate, and Blood Volume Pulse, aiming to construct a sophisticated …
Beta waves monitoring for the prognosis of seizures in epileptic pediatric patients
J Jagan - 2024 Tenth International Conference on Bio Signals …, 2024 - ieeexplore.ieee.org
Epilepsy is a neurological disorder that causes abnormal recurrent seizures with sudden
bursts of the brain's electrical activity. Loss of consciousness, injury, or memory impairment …
bursts of the brain's electrical activity. Loss of consciousness, injury, or memory impairment …
Multimodal Wearable Device Signal Based Epilepsy Detection with Multi-scale Convolutional Neural Network
Y Ge, D Hu, X Cui, T Jiang, F Gao, T Jiang… - … on Cognitive Systems …, 2023 - Springer
Seizure detection based on wearable devices has gradually become a popular research
direction. The ability of wearable devices to capture signals is also improving, and a variety …
direction. The ability of wearable devices to capture signals is also improving, and a variety …
Technologies for Wearable Seizure Detection: A Systematic Review
R Losli - 2024 - pdxscholar.library.pdx.edu
Knowing when a seizure occurred is helpful because this information can be used to
evaluate the effectiveness of seizure interventions and possibly alert caregivers to …
evaluate the effectiveness of seizure interventions and possibly alert caregivers to …