Wearable sensor-based human activity recognition with transformer model

I Dirgová Luptáková, M Kubovčík, J Pospíchal - Sensors, 2022 - mdpi.com
Computing devices that can recognize various human activities or movements can be used
to assist people in healthcare, sports, or human–robot interaction. Readily available data for …

Application of Entity-BERT model based on neuroscience and brain-like cognition in electronic medical record entity recognition

W Lu, J Jiang, Y Shi, X Zhong, J Gu… - Frontiers in …, 2023 - frontiersin.org
Introduction In the medical field, electronic medical records contain a large amount of textual
information, and the unstructured nature of this information makes data extraction and …

Prediction of upper limb action intention based on long short-term memory neural network

J Cui, Z Li - Electronics, 2022 - mdpi.com
The use of an inertial measurement unit (IMU) to measure the motion data of the upper limb
is a mature method, and the IMU has gradually become an important device for obtaining …

Non-Contact Monitoring of ECG in the Home Environment—Selecting Optimal Electrode Configuration

A Bujnowski, K Osiński, P Przystup, J Wtorek - Sensors, 2022 - mdpi.com
Capacitive electrocardiography (cECG) is most often used in wearable or embedded
measurement systems. The latter is considered in the paper. An optimal …

Intelligent Sensors and Environment Driven Biological Comfort Control Based Smart Energy Consumption System

MA Nawaz, B Khan, SM Ali, M Awais, MB Qureshi… - Electronics, 2022 - mdpi.com
The smart energy consumption of any household, maintaining the thermal comfort level of
the occupant, is of great interest. Sensors and Internet-of-Things (IoT)-based intelligent …

[PDF][PDF] Osi nski, K.; Przystup, P.; Wtorek, J. Non-Contact Monitoring of ECG in the Home Environment—Selecting Optimal Electrode Configuration

A Bujnowski - Sensors - academia.edu
Capacitive electrocardiography (cECG) is most often used in wearable or embedded
measurement systems. The latter is considered in the paper. An optimal …