Cargando…

A wearable-based sports health monitoring system using CNN and LSTM with self-attentions

Sports performance and health monitoring are essential for athletes to maintain peak performance and avoid potential injuries. In this paper, we propose a sports health monitoring system that utilizes wearable devices, cloud computing, and deep learning to monitor the health status of sports persons...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wang, Tao Yuhuan, Cui, Jiajia, Fan, Yao
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2023
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10566674/ https://www.ncbi.nlm.nih.gov/pubmed/37819909 http://dx.doi.org/10.1371/journal.pone.0292012

Ejemplares similares

Deep CNN-LSTM With Self-Attention Model for Human Activity Recognition Using Wearable Sensor
Publicado: (2022)

Attention Based CNN-ConvLSTM for Pedestrian Attribute Recognition
por: Li, Yang, et al.
Publicado: (2020)

Attention based automated radiology report generation using CNN and LSTM
por: Sirshar, Mehreen, et al.
Publicado: (2022)

Entity recognition in Chinese clinical text using attention-based CNN-LSTM-CRF
por: Tang, Buzhou, et al.
Publicado: (2019)

CHP Engine Anomaly Detection Based on Parallel CNN-LSTM with Residual Blocks and Attention
por: Chung, Won Hee, et al.
Publicado: (2023)

Machine Fault Detection Using a Hybrid CNN-LSTM Attention-Based Model
por: Borré, Andressa, et al.
Publicado: (2023)

Utilizing CNN-LSTM techniques for the enhancement of medical systems
por: Rayan, Alanazi, et al.
Publicado: (2023)

Detection of Corona Faults in Switchgear by Using 1D-CNN, LSTM, and 1D-CNN-LSTM Methods
por: Mohammed Alsumaidaee, Yaseen Ahmed, et al.
Publicado: (2023)

CNN-LSTM Facial Expression Recognition Method Fused with Two-Layer Attention Mechanism
por: Ming, Ye, et al.
Publicado: (2022)

Data glove-based gesture recognition using CNN-BiLSTM model with attention mechanism
por: Wu, Jiawei, et al.
Publicado: (2023)

CNN-Bi-LSTM: A Complex Environment-Oriented Cattle Behavior Classification Network Based on the Fusion of CNN and Bi-LSTM
por: Gao, Guohong, et al.
Publicado: (2023)

A Novel Gait Phase Recognition Method Based on DPF-LSTM-CNN Using Wearable Inertial Sensors
por: Liu, Kun, et al.
Publicado: (2023)

An enhanced CNN-LSTM remaining useful life prediction model for aircraft engine with attention mechanism
por: Li, Hao, et al.
Publicado: (2022)

A Teenager Physical Fitness Evaluation Model Based on 1D-CNN with LSTM and Wearable Running PPG Recordings
por: Guo, Junqi, et al.
Publicado: (2022)

Research on Named Entity Recognition Method of Metro On-Board Equipment Based on Multiheaded Self-Attention Mechanism and CNN-BiLSTM-CRF
por: Lin, Junting, et al.
Publicado: (2022)

CNN-LSTM vs. LSTM-CNN to Predict Power Flow Direction: A Case Study of the High-Voltage Subnet of Northeast Germany
por: Aksan, Fachrizal, et al.
Publicado: (2023)

Attention-based hybrid CNN-LSTM and spectral data augmentation for COVID-19 diagnosis from cough sound
por: Hamdi, Skander, et al.
Publicado: (2022)

CNN and LSTM-Based Emotion Charting Using Physiological Signals
por: Dar, Muhammad Najam, et al.
Publicado: (2020)

ECG signal classification based on deep CNN and BiLSTM
por: Cheng, Jinyong, et al.
Publicado: (2021)

Intelligent automatic sleep staging model based on CNN and LSTM
por: Zhuang, Lan, et al.
Publicado: (2022)

Assistant diagnosis with Chinese electronic medical records based on CNN and BiLSTM with phrase-level and word-level attentions
por: Wang, Tong, et al.
Publicado: (2020)

A Novel CNN-based Bi-LSTM parallel model with attention mechanism for human activity recognition with noisy data
por: Yin, Xiaochun, et al.
Publicado: (2022)

Automatic Detection of Atrial Fibrillation Based on CNN-LSTM and Shortcut Connection
por: Ping, Yongjie, et al.
Publicado: (2020)

CNN-LSTM-Based Prognostics of Bidirectional Converters for Electric Vehicles’ Machine
por: Rojas-Dueñas, Gabriel, et al.
Publicado: (2021)

Language Processing Model Construction and Simulation Based on Hybrid CNN and LSTM
por: Zhang, Shujing
Publicado: (2021)

Aeroengine Working Condition Recognition Based on MsCNN-BiLSTM
por: Zheng, Jinsong, et al.
Publicado: (2022)

EEG-based emotion recognition using hybrid CNN and LSTM classification
por: Chakravarthi, Bhuvaneshwari, et al.
Publicado: (2022)

NLOS Identification in WLANs Using Deep LSTM with CNN Features
por: Nguyen, Viet-Hung, et al.
Publicado: (2018)

A Deep CNN-LSTM Framework for Fast Video Coding
por: Bouaafia, Soulef, et al.
Publicado: (2020)

Predicting Geolocation of Tweets: Using Combination of CNN and BiLSTM
por: Mahajan, Rhea, et al.
Publicado: (2021)

The Evaluation on the Credit Risk of Enterprises with the CNN-LSTM-ATT Model
por: Zhang, Lei
Publicado: (2022)

Development of CNN-LSTM combinational architecture for COVID-19 detection
por: Narula, Abhinav, et al.
Publicado: (2022)

Laser Welding Penetration Monitoring Based on Time-Frequency Characterization of Acoustic Emission and CNN-LSTM Hybrid Network
por: Luo, Zhongyi, et al.
Publicado: (2023)

Extracting the Auditory Attention in a Dual-Speaker Scenario From EEG Using a Joint CNN-LSTM Model
por: Kuruvila, Ivine, et al.
Publicado: (2021)

Multi-Sensor Data Fusion and CNN-LSTM Model for Human Activity Recognition System
por: Zhou, Haiyang, et al.
Publicado: (2023)

CNN–LSTM Neural Network for Identification of Pre-Cooked Pasta Products in Different Physical States Using Infrared Spectroscopy
por: Sun, Penghui, et al.
Publicado: (2023)

A Lightweight Attention-Based CNN Model for Efficient Gait Recognition with Wearable IMU Sensors
por: Huang, Haohua, et al.
Publicado: (2021)

MPMABP: A CNN and Bi-LSTM-Based Method for Predicting Multi-Activities of Bioactive Peptides
por: Li, You, et al.
Publicado: (2022)

Fault Diagnosis of Rolling Bearing Based on HPSO Algorithm Optimized CNN-LSTM Neural Network
por: Tian, He, et al.
Publicado: (2023)

Advertising Click-Through Rate Prediction Based on CNN-LSTM Neural Network
por: Zhu, Danqing
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_jsb1o165a13d7fjo2jb48kthaa