Cargando…

Assessment of Vigilance Level during Work: Fitting a Hidden Markov Model to Heart Rate Variability

This study aimed to enhance the real-time performance and accuracy of vigilance assessment by developing a hidden Markov model (HMM). Electrocardiogram (ECG) signals were collected and processed to remove noise and baseline drift. A group of 20 volunteers participated in the study. Their heart rate...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wang, Hanyu, Chen, Dengkai, Huang, Yuexin, Zhang, Yahan, Qiao, Yidan, Xiao, Jianghao, Xie, Ning, Fan, Hao
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10137268/ https://www.ncbi.nlm.nih.gov/pubmed/37190603 http://dx.doi.org/10.3390/brainsci13040638

Ejemplares similares

An evaluation method for HMI of deep-sea manned submersible based on human reliability
por: Zhou, Yao, et al.
Publicado: (2023)

Incorporating periodic variability in hidden Markov models for animal movement
por: Li, Michael, et al.
Publicado: (2017)

Inference in Hidden Markov Models
por: Cappe, Olivier
Publicado: (2005)

Hidden Markov Modeling with HMMTeacher
por: Fuentes-Beals, Camilo, et al.
Publicado: (2022)

Hidden Signals—The History and Methods of Heart Rate Variability
por: Ernst, Gernot
Publicado: (2017)

Handling underlying discrete variables with bivariate mixed hidden Markov models in NONMEM
por: Brekkan, A., et al.
Publicado: (2019)

Hidden Markov Model Variants and their Application
por: Winters-Hilt, Stephen
Publicado: (2006)

Hidden Markov models: estimation and control
por: Elliott, Robert J, et al.
Publicado: (1995)

Fitting hidden Markov models of protein domains to a target species: application to Plasmodium falciparum
por: Terrapon, Nicolas, et al.
Publicado: (2012)

Scalable Bayesian Inference for Coupled Hidden Markov and Semi-Markov Models
por: Touloupou, Panayiota, et al.
Publicado: (2019)

Error statistics of hidden Markov model and hidden Boltzmann model results
por: Newberg, Lee A
Publicado: (2009)

Approximating Hidden Gaussian Markov Random Fields
por: Rue, H, et al.
Publicado: (2003)

Epitope Discovery with Phylogenetic Hidden Markov Models
por: Lacerda, Miguel, et al.
Publicado: (2010)

Hidden Markov processes: theory and applications to biology
por: Vidyasagar, M
Publicado: (2014)

Estimating Empirical Codon Hidden Markov Models
por: De Maio, Nicola, et al.
Publicado: (2013)

Scanpath modeling and classification with hidden Markov models
por: Coutrot, Antoine, et al.
Publicado: (2017)

Modelling reassurances of clinicians with hidden Markov models
por: Popov, Valentin, et al.
Publicado: (2019)

Prior Distribution Estimation of Monitored Information in the Intensive Care Unit with the Hidden Markov Model and Decision Tree Methods
por: Zhao, Xin, et al.
Publicado: (2022)

Hidden semi-Markov models: theory, algorithms and applications
por: Yu, Shun-Zheng
Publicado: (2016)

Specialized Hidden Markov Model Databases for Microbial Genomics
por: Gollery, Martin
Publicado: (2003)

Constrained hidden Markov models for population-based haplotyping
por: Landwehr, Niels, et al.
Publicado: (2007)

Riboswitch Detection Using Profile Hidden Markov Models
por: Singh, Payal, et al.
Publicado: (2009)

Disease surveillance using a hidden Markov model
por: Watkins, Rochelle E, et al.
Publicado: (2009)

Hidden Markov Models and their Applications in Biological Sequence Analysis
por: Yoon, Byung-Jun
Publicado: (2009)

Hidden Markov Models for Evolution and Comparative Genomics Analysis
por: Bykova, Nadezda A., et al.
Publicado: (2013)

Hidden Markov Models: The Best Models for Forager Movements?
por: Joo, Rocio, et al.
Publicado: (2013)

A coupled hidden Markov model for disease interactions
por: Sherlock, Chris, et al.
Publicado: (2013)

Tuberculosis Surveillance Using a Hidden Markov Model
por: Rafei, A, et al.
Publicado: (2012)

Recent Applications of Hidden Markov Models in Computational Biology
por: Choo, Khar Heng, et al.
Publicado: (2004)

Multiple Hidden Markov Model for Pathological Vessel Segmentation
por: Hu, Xin, et al.
Publicado: (2018)

Predicting Patient-ventilator Asynchronies with Hidden Markov Models
por: Marchuk, Yaroslav, et al.
Publicado: (2018)

Hidden Markov Models and Their Application for Predicting Failure Events
por: Hofmann, Paul, et al.
Publicado: (2020)

Uncovering ecological state dynamics with hidden Markov models
por: McClintock, Brett T., et al.
Publicado: (2020)

Multi-parameter photon-by-photon hidden Markov modeling
por: Harris, Paul David, et al.
Publicado: (2022)

Hidden Markov modeling for maximum probability neuron reconstruction
por: Athey, Thomas L., et al.
Publicado: (2022)

Inferring Adaptive Introgression Using Hidden Markov Models
por: Svedberg, Jesper, et al.
Publicado: (2021)

A generic hidden Markov model for multiparent populations
por: Broman, Karl W
Publicado: (2021)

Variational Beta Process Hidden Markov Models with Shared Hidden States for Trajectory Recognition
por: Zhao, Jing, et al.
Publicado: (2021)

Estimating Density and Temperature Dependence of Juvenile Vital Rates Using a Hidden Markov Model
por: McElderry, Robert M.
Publicado: (2017)

Discovering and mapping chromatin states using a tree hidden Markov model
por: Biesinger, Jacob, et al.
Publicado: (2013)

Cannot write session to /tmp/vufind_sessions/sess_587gmjrg8s3a73f9s5nqcvlcsn