Cargando…

Multimodal Gait Abnormality Recognition Using a Convolutional Neural Network–Bidirectional Long Short-Term Memory (CNN-BiLSTM) Network Based on Multi-Sensor Data Fusion

Global aging leads to a surge in neurological diseases. Quantitative gait analysis for the early detection of neurological diseases can effectively reduce the impact of the diseases. Recently, extensive research has focused on gait-abnormality-recognition algorithms using a single type of portable s...

Descripción completa

Detalles Bibliográficos
Autores principales:	Li, Jing, Liang, Weisheng, Yin, Xiyan, Li, Jun, Guan, Weizheng
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10675737/ https://www.ncbi.nlm.nih.gov/pubmed/38005489 http://dx.doi.org/10.3390/s23229101

Ejemplares similares

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

Network Intrusion Detection Method Combining CNN and BiLSTM in Cloud Computing Environment
por: Gao, Jing
Publicado: (2022)

Human Activity Recognition Based on Residual Network and BiLSTM
por: Li, Yong, et al.
Publicado: (2022)

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

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

A Convolutional Neural Network Face Recognition Method Based on BiLSTM and Attention Mechanism
por: Qi, Xiaobo, et al.
Publicado: (2023)

Emotion Analysis Model of Microblog Comment Text Based on CNN-BiLSTM
por: Li, Aichuan, et al.
Publicado: (2022)

Automatic Modulation Recognition Based on a DCN-BiLSTM Network
por: Liu, Kai, et al.
Publicado: (2021)

Network Intrusion Detection Method Based on FCWGAN and BiLSTM
por: Ma, Zexuan, et al.
Publicado: (2022)

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

Research on sentiment classification for netizens based on the BERT-BiLSTM-TextCNN model
por: Jiang, Xuchu, et al.
Publicado: (2022)

Digitization of Handwritten Chess Scoresheets with a BiLSTM Network
por: Majid, Nishatul, et al.
Publicado: (2022)

CNN-based transfer learning–BiLSTM network: A novel approach for COVID-19 infection detection
por: Aslan, Muhammet Fatih, et al.
Publicado: (2021)

A Double-Channel Hybrid Deep Neural Network Based on CNN and BiLSTM for Remaining Useful Life Prediction
por: Zhao, Chengying, et al.
Publicado: (2020)

Retracted: Emotion Analysis Model of Microblog Comment Text Based on CNN-BiLSTM
por: Intelligence and Neuroscience, Computational
Publicado: (2023)

BJBN： BERT-JOIN-BiLSTM Networks for Medical Auxiliary Diagnostic
por: Xu, Chuanjie, et al.
Publicado: (2022)

Retracted: BJBN: BERT-JOIN-BiLSTM Networks for Medical Auxiliary Diagnostic
por: Healthcare Engineering, Journal of
Publicado: (2023)

Landslide Displacement Prediction Based on Time Series Analysis and Double-BiLSTM Model
por: Lin, Zian, et al.
Publicado: (2022)

A Stacked BiLSTM Neural Network Based on Coattention Mechanism for Question Answering
por: Cai, Linqin, et al.
Publicado: (2019)

Integrating BERT Embeddings and BiLSTM for Emotion Analysis of Dialogue
por: Gou, Zhinan, 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)

Text Matching in Insurance Question-Answering Community Based on an Integrated BiLSTM-TextCNN Model Fusing Multi-Feature
por: Li, Zhaohui, et al.
Publicado: (2023)

Software defect prediction using hybrid model (CBIL) of convolutional neural network (CNN) and bidirectional long short-term memory (Bi-LSTM)
por: Farid, Ahmed Bahaa, et al.
Publicado: (2021)

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)

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)

Forecasting shipping index using CEEMD-PSO-BiLSTM model
por: Li, Chengang, et al.
Publicado: (2023)

Electrocardiogram generation with a bidirectional LSTM-CNN generative adversarial network
por: Zhu, Fei, et al.
Publicado: (2019)

Recognition of Unknown Entities in Specific Financial Field Based on ERNIE-Doc-BiLSTM-CRF
por: Xin, Li, et al.
Publicado: (2022)

TA-BiLSTM: An Interpretable Topic-Aware Model for Misleading Information Detection in Mobile Social Networks
por: Chang, Shuyu, et al.
Publicado: (2021)

Gaussian-Filtered High-Frequency-Feature Trained Optimized BiLSTM Network for Spoofed-Speech Classification
por: Mewada, Hiren, et al.
Publicado: (2023)

Sentiment Analysis: An ERNIE-BiLSTM Approach to Bullet Screen Comments
por: Hsieh, Yen-Hao, et al.
Publicado: (2022)

Wind Turbine Condition Monitoring Using the SSA-Optimized Self-Attention BiLSTM Network and Changepoint Detection Algorithm
por: Yan, Junshuai, et al.
Publicado: (2023)

Attention-assisted hybrid 1D CNN-BiLSTM model for predicting electric field induced by transcranial magnetic stimulation coil
por: Sathi, Khaleda Akhter, et al.
Publicado: (2023)

Bidirectional Long Short-term Neural Network Based on the Attention Mechanism of the Residual Neural Network (ResNet–BiLSTM–Attention) Predicts Porosity through Well Logging Parameters
por: Sun, Youzhuang, et al.
Publicado: (2023)

Prediction of air pollutant concentrations based on TCN-BiLSTM-DMAttention with STL decomposition
por: Li, Wenlin, et al.
Publicado: (2023)

Integrating Multiclass Light Weighted BiLSTM Model for Classifying Negative Emotions
por: Bhende, Manisha, et al.
Publicado: (2022)

A Disentangled VAE-BiLSTM Model for Heart Rate Anomaly Detection
por: Staffini, Alessio, et al.
Publicado: (2023)

Prediction of sea ice area based on the CEEMDAN-SO-BiLSTM model
por: Guo, Qiao, et al.
Publicado: (2023)

Prediction of air quality index based on the SSA-BiLSTM-LightGBM model
por: Zhang, Xiaowen, et al.
Publicado: (2023)

Monthly runoff prediction based on a coupled VMD-SSA-BiLSTM model
por: Zhang, Xianqi, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_9cffsmkn1ht7dqph1l1195d9hu