Cargando…

ECG Multi-Emotion Recognition Based on Heart Rate Variability Signal Features Mining

Heart rate variability (HRV) serves as a significant physiological measure that mirrors the regulatory capacity of the cardiac autonomic nervous system. It not only indicates the extent of the autonomic nervous system’s influence on heart function but also unveils the connection between emotions and...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wang, Ling, Hao, Jiayu, Zhou, Tie Hua
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10610830/ https://www.ncbi.nlm.nih.gov/pubmed/37896729 http://dx.doi.org/10.3390/s23208636

Ejemplares similares

EEG and ECG-Based Multi-Sensor Fusion Computing for Real-Time Fatigue Driving Recognition Based on Feedback Mechanism
por: Wang, Ling, et al.
Publicado: (2023)

Explainable artificial intelligence for heart rate variability in ECG signal
por: K., Sanjana, et al.
Publicado: (2020)

Arrhythmia Classification Based on Multi-Domain Feature Extraction for an ECG Recognition System
por: Li, Hongqiang, et al.
Publicado: (2016)

Multidimensional Feature in Emotion Recognition Based on Multi-Channel EEG Signals
por: Li, Qi, et al.
Publicado: (2022)

Usefulness of measurement of heart rate variability by holter ECG in hemodialysis patients
por: Kida, Nanami, et al.
Publicado: (2017)

An accurate emotion recognition system using ECG and GSR signals and matching pursuit method
por: Goshvarpour, Atefeh, et al.
Publicado: (2017)

Heart rate variability and heart rate monitoring of nurses using PPG and ECG signals during working condition: A pilot study
por: Li, Xinxia, et al.
Publicado: (2022)

Determination of Optimal Heart Rate Variability Features Based on SVM-Recursive Feature Elimination for Cumulative Stress Monitoring Using ECG Sensor
por: Park, Dajeong, et al.
Publicado: (2018)

A new approach for analysis of heart rate variability and QT variability in long-term ECG recording
por: Wu, Hau-Tieng, et al.
Publicado: (2018)

EEG Emotion Recognition by Fusion of Multi-Scale Features
por: Du, Xiuli, et al.
Publicado: (2023)

Effects of ECG Data Length on Heart Rate Variability among Young Healthy Adults
por: Chou, En-Fan, et al.
Publicado: (2021)

Multi-Source Co-adaptation for EEG-Based Emotion Recognition by Mining Correlation Information
por: Tao, Jianwen, et al.
Publicado: (2021)

Comparative Analysis of the Equivital EQ02 Lifemonitor with Holter Ambulatory ECG Device for Continuous Measurement of ECG, Heart Rate, and Heart Rate Variability: A Validation Study for Precision and Accuracy
por: Akintola, Abimbola A., et al.
Publicado: (2016)

Heart Rate Asymmetry, Its Compensation, and Heart Rate Variability in Healthy Adults during 48-h Holter ECG Recordings
por: Sibrecht, Greta, et al.
Publicado: (2023)

Measures of Heart Rate Variability in 24-h ECGs Depend on Age but Not Gender of Healthy Children
por: Bobkowski, Waldemar, et al.
Publicado: (2017)

Enhanced detection of abnormalities in heart rate variability and dynamics by 7‐day continuous ECG monitoring
por: Hayano, Junichiro, et al.
Publicado: (2021)

Augmenting ECG Data with Multiple Filters for a Better Emotion Recognition System
por: Hasnul, Muhammad Anas, et al.
Publicado: (2023)

ECG-Free Heartbeat Detection in Seismocardiography and Gyrocardiography Signals Provides Acceptable Heart Rate Variability Indices in Healthy and Pathological Subjects
por: Parlato, Salvatore, et al.
Publicado: (2023)

A multi-feature hybrid classification data mining technique for human-emotion
por: Wang, Y., et al.
Publicado: (2021)

The Evaluation of Emotional Intelligence by the Analysis of Heart Rate Variability
por: Lee, Gangyoung, et al.
Publicado: (2023)

Computer Software tool for heart rate variability (HRV), T-wave alternans (TWA) and heart rate turbulence (HRT) analysis from ECGs
por: Kudryński, Krzysztof, et al.
Publicado: (2011)

Heart sound signals can be used for emotion recognition
por: Xiefeng, Cheng, et al.
Publicado: (2019)

Multi-Feature Input Deep Forest for EEG-Based Emotion Recognition
por: Fang, Yinfeng, et al.
Publicado: (2021)

Assessing Heart Rate Variability Using A 12 lead ECG In Patients With Alcohol Dependence Syndrome
por: Sucharita, S, et al.
Publicado: (2009)

How to Use Heart Rate Variability: Quantification of Vagal Activity in Toddlers and Adults in Long-Term ECG
por: Lackner, Helmut Karl, et al.
Publicado: (2020)

Detection of Myocardial Infarction Using ECG and Multi-Scale Feature Concatenate
por: Jian, Jia-Zheng, et al.
Publicado: (2021)

Comparative Assessment of Heart Rate Variability Obtained via Ambulatory ECG and Polar Heart Rate Monitors in Healthy Cats: A Pilot Study
por: Grigg, Emma K., et al.
Publicado: (2021)

Pattern Recognition of Cognitive Load Using EEG and ECG Signals
por: Xiong, Ronglong, et al.
Publicado: (2020)

EEG Emotion Recognition Applied to the Effect Analysis of Music on Emotion Changes in Psychological Healthcare
por: Zhou, Tie Hua, et al.
Publicado: (2022)

Wearable Emotion Recognition Using Heart Rate Data from a Smart Bracelet
por: Shu, Lin, et al.
Publicado: (2020)

Using apple watch ECG data for heart rate variability monitoring and stress prediction: A pilot study
por: Velmovitsky, Pedro Elkind, et al.
Publicado: (2022)

Arrhythmia Classification of ECG Signals Using Hybrid Features
por: Anwar, Syed Muhammad, et al.
Publicado: (2018)

Reconstructed State Space Features for Classification of ECG Signals
por: Pashoutan, Soheil, et al.
Publicado: (2021)

ECG signal feature extraction trends in methods and applications
por: Singh, Anupreet Kaur, et al.
Publicado: (2023)

Emotion Recognition using Speech Features
por: Rao, K Sreenivasa, et al.
Publicado: (2013)

Features of emotion recognition in deviant adolescents
por: Abolonin, A., et al.
Publicado: (2021)

Analgesia Nociception Index: Heart Rate Variability Analysis of Emotional Status
por: Abdullayev, Ruslan, et al.
Publicado: (2019)

Emotion recognition based on multi-modal physiological signals and transfer learning
por: Fu, Zhongzheng, et al.
Publicado: (2022)

Validity of the Empatica E4 Wristband to Measure Heart Rate Variability (HRV) Parameters: a Comparison to Electrocardiography (ECG)
por: Schuurmans, Angela A. T., et al.
Publicado: (2020)

Early Fusion of Low Level Features for Emotion Mining
por: Dzogang, Fabon, et al.
Publicado: (2012)

Cannot write session to /tmp/vufind_sessions/sess_ha0u3jlo8a8ldps211acvkg3ag