Advanced State Space Methods for Neural and Clinical Data
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Published By Cambridge University Press

9781139941433

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Signal quality indices for state space electrophysiological signal processing and vice versa

Advanced State Space Methods for Neural and Clinical Data ◽

10.1017/cbo9781139941433.016 ◽

2015 ◽

pp. 345-366 ◽

Author(s):

J. Oster ◽

G. D. Clifford

Keyword(s):

Signal Processing ◽

State Space ◽

Signal Quality ◽

Quality Indices ◽

Electrophysiological Signal

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A dynamic point process framework for assessing heartbeat dynamics and cardiovascular functions

Advanced State Space Methods for Neural and Clinical Data ◽

10.1017/cbo9781139941433.014 ◽

2015 ◽

pp. 302-329

Author(s):

Z. Chen ◽

R. Barbieri

Keyword(s):

Point Process ◽

Process Framework ◽

Cardiovascular Functions

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Preface

Advanced State Space Methods for Neural and Clinical Data ◽

10.1017/cbo9781139941433.001 ◽

2015 ◽

pp. xix-xxii

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Estimating state and parameters in state space models of spike trains

Advanced State Space Methods for Neural and Clinical Data ◽

10.1017/cbo9781139941433.007 ◽

2015 ◽

pp. 137-159 ◽

Author(s):

J. H. MacKe ◽

L. Buesing ◽

M. Sahani

Keyword(s):

State Space ◽

Spike Trains ◽

State Space Models

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Probabilistic approaches to uncover rat hippocampal population codes

Advanced State Space Methods for Neural and Clinical Data ◽

10.1017/cbo9781139941433.009 ◽

2015 ◽

pp. 186-206

Author(s):

Z. Chen ◽

F. Kloosterman ◽

M. A. Wilson

Keyword(s):

Population Codes

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Bayesian nonparametric learning of switching dynamics in cohort physiological time series: application in critical care patient monitoring

Advanced State Space Methods for Neural and Clinical Data ◽

10.1017/cbo9781139941433.012 ◽

2015 ◽

pp. 257-282 ◽

Author(s):

L. H. Lehman ◽

M. J. Johnson ◽

S. Nemati ◽

R. P. Adams ◽

R. G. Mark

Keyword(s):

Time Series ◽

Critical Care ◽

Patient Monitoring ◽

Critical Care Patient ◽

Care Patient ◽

Bayesian Nonparametric ◽

Physiological Time ◽

Nonparametric Learning ◽

Switching Dynamics

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State space methods for MEG source reconstruction

Advanced State Space Methods for Neural and Clinical Data ◽

10.1017/cbo9781139941433.004 ◽

2015 ◽

pp. 53-78

Author(s):

M. Fukushima ◽

O. Yamashita ◽

M. Sato

Keyword(s):

State Space ◽

Source Reconstruction ◽

State Space Methods

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Bayesian inference for latent stepping and ramping models of spike train data

Advanced State Space Methods for Neural and Clinical Data ◽

10.1017/cbo9781139941433.008 ◽

2015 ◽

pp. 160-185

Author(s):

K. W. Latimer ◽

A. C. Huk ◽

J. W. Pillow

Keyword(s):

Bayesian Inference ◽

Spike Train ◽

Spike Train Data

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Autoregressive modeling of fMRI time series: state space approaches and the general linear model

Advanced State Space Methods for Neural and Clinical Data ◽

10.1017/cbo9781139941433.005 ◽

2015 ◽

pp. 79-113

Author(s):

A. Galka ◽

M. Siniatchkin ◽

U. Stephani ◽

K. Groening ◽

S. Wolff ◽

...

Keyword(s):

Time Series ◽

State Space ◽

Linear Model ◽

General Linear Model ◽

General Linear ◽

Autoregressive Modeling ◽

Fmri Time Series

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Real-time segmentation and tracking of brain metabolic state in ICU EEG recordings of burst suppression

Advanced State Space Methods for Neural and Clinical Data ◽

10.1017/cbo9781139941433.015 ◽

2015 ◽

pp. 330-344

Author(s):

M. B. Westover ◽

S. Ching ◽

M. M. Shafi ◽

S. S. Cash ◽

E. N. Brown

Keyword(s):

Real Time ◽

Burst Suppression ◽

Metabolic State ◽

Eeg Recordings ◽

Time Segmentation ◽

Segmentation And Tracking

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