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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
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Blog Post number 4
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Blog Post number 1
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portfolio
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publications
Tractable inference and observation likelihood evaluation in latent structure influence models
Published in IEEE Transactions on Signal Processing, 2020
This paper presents a tractable inference framework for Latent Structure Influence Models with efficient observation likelihood evaluation methods.
Recommended citation: Karimi, S., & Shamsollahi, M. B. (2020). "Tractable inference and observation likelihood evaluation in latent structure influence models." IEEE Transactions on Signal Processing, 68, 5736-5745.
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A New Post-Processing Method Using Latent Structure Influence Models for Channel Fusion in Automatic Sleep Staging
Published in IEEE Journal of Biomedical and Health Informatics, 2022
This paper presents a novel post-processing method using LSIMs for channel fusion to improve automatic sleep staging performance.
Recommended citation: Karimi, S., & Shamsollahi, M. B. (2022). "A New Post-Processing Method Using Latent Structure Influence Models for Channel Fusion in Automatic Sleep Staging." IEEE Journal of Biomedical and Health Informatics.
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Coupled Hidden Markov Models for Estimating Multivariate Transfer Entropy in Neural Mass Models: A Simulation Study
Published in 29th Iranian Conference on Biomedical Engineering (ICBME), 2022
This paper presents a simulation study on using Coupled Hidden Markov Models for estimating multivariate transfer entropy in neural mass models.
Recommended citation: Karimi, S., & Shamsollahi, M. B. (2022). "Coupled Hidden Markov Models for Estimating Multivariate Transfer Entropy in Neural Mass Models: A Simulation Study." In 29th Iranian Conference on Biomedical Engineering (ICBME).
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Tractable maximum likelihood estimation for latent structure influence models with applications to eeg & ecog processing
Published in IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
This paper presents a tractable maximum likelihood estimation method for Latent Structure Influence Models (LSIMs) with applications to EEG and ECoG processing.
Recommended citation: Karimi, S., & Shamsollahi, M. B. (2023). "Tractable maximum likelihood estimation for latent structure influence models with applications to eeg & ecog processing." IEEE Transactions on Pattern Analysis and Machine Intelligence.
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Electromechanical Dynamics of the Heart: A Study of Cardiac Events Hysteresis During Stress Test
Published in arXiv preprint (Under Review at IEEE Journal of Biomedical and Health Informatics), 2024
This paper investigates the electromechanical dynamics of the heart during stress testing, focusing on cardiac event hysteresis phenomena.
Recommended citation: Karimi, S., Karimi, Sh., Shah, A. J, Clifford, G. D & Sameni, R. (2024). "Electromechanical Dynamics of the Heart: A Study of Cardiac Events Hysteresis During Stress Test." arXiv preprint arXiv:2410.19667, Under Review at IEEE Journal of Biomedical and Health Informatics.
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talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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