Automatic determination of EMG-contaminated components and validation of independent component analysis using EEG during pharmacologic paralysis
S.P. Fitzgibbon , D. DeLosAngeles , T.W. Lewis , D.M.W. Powers
Clinical Neurophysiology 127 ( 3) 1781 -1793
26
2016
Measurement of neural signals from inexpensive, wireless and dry EEG systems
T S Grummett , R E Leibbrandt , T W Lewis , D DeLosAngeles
Physiological Measurement 36 ( 7) 1469 -1484
51
2015
EEG source analysis of data from paralysed subjects
Carmen A. Carabali , John O. Willoughby , Sean P. Fitzgibbon , Tyler Grummett
11th International Symposium on Medical Information Processing and Analysis (SIPAIM 2015) 9681 968115
2015
Analytical complexity required for diagnosing bipolar disorder, schizophrenia, and dementia
Tyler Grummett
Flinders University, College of Science and Engineering.
1
2018
Managing electromyogram contamination in scalp recordings: An approach identifying reliable beta and gamma EEG features of psychoses or other disorders
Kenneth J Pope , Trent W Lewis , Sean P Fitzgibbon , Azin S Janani
Brain and Behavior 12 ( 9) e2721 -e2721
3
2022
The necessity of leave one subject out (LOSO) cross validation for EEG disease diagnosis
Sajeev Kunjan , Tyler S Grummett , Kenneth J Pope , David MW Powers
Brain Informatics: 14th International Conference, BI 2021, Virtual Event, September 17–19, 2021, Proceedings 14 558 -567
29
2021
Cross subject mental work load classification from electroencephalographic signals with automatic artifact rejection and muscle pruning
Sajeev Kunjan , Trent W Lewis , Tyler S Grummett , David MW Powers
Brain Informatics and Health: International Conference, BIH 2016, Omaha, NE, USA, October 13-16, 2016 Proceedings 295 -303
3
2016
Towards Detecting Connectivity in EEG: A Comparative Study of Parameters of Effective Connectivity Measures on Simulated Data
Hanieh Bakhshayesh , Tyler S. Grummett , Azin S. Janani , Sean P. Fitzgibbon
ieee embs conference on biomedical engineering and sciences 297 -301
3
2018
Evaluation of a minimum-norm based beamforming technique, sLORETA, for reducing tonic muscle contamination of EEG at sensor level.
Azin S. Janani , Tyler S. Grummett , Trent W. Lewis , Sean P. Fitzgibbon
Journal of Neuroscience Methods 288 17 -28
6
2017
Constitutive spectral EEG peaks in the gamma range: suppressed by sleep, reduced by mental activity and resistant to sensory stimulation
Tyler S. Grummett , Sean P. Fitzgibbon , Trent W. Lewis , Dylan DeLosAngeles
Frontiers in Human Neuroscience 8 927 -927
7
2014
Improved artefact removal from EEG using Canonical Correlation Analysis and spectral slope.
Azin S. Janani , Tyler S. Grummett , Trent W. Lewis , Sean P. Fitzgibbon
Journal of Neuroscience Methods 298 1 -15
11
2018
Fast and effective removal of contamination from scalp electrical recordings.
Azin S. Janani , Tyler S. Grummett , Hanieh Bakhshayesh , Trent W. Lewis
Clinical Neurophysiology 131 ( 1) 6 -24
2
2020
Resting cranial and upper cervical muscle activity is increased in patients with migraine.
Azin S. Janani , Kenneth J. Pope , Nicole Fenton , Tyler S. Grummett
Clinical Neurophysiology 129 ( 9) 1913 -1919
3
2018
Detecting synchrony in EEG: A comparative study of functional connectivity measures
Hanieh Bakhshayesh , Sean P. Fitzgibbon , Azin S. Janani , Tyler S. Grummett
Computers in Biology and Medicine 105 1 -15
13
2019
Detecting connectivity in EEG: A comparative study of data-driven effective connectivity measures.
Hanieh Bakhshayesh , Sean P. Fitzgibbon , Azin S. Janani , Tyler S. Grummett
Computers in Biology and Medicine 111 103329
5
2019
Electroencephalographic correlates of states of concentrative meditation
Dylan DeLosAngeles , Graham Williams , John Burston , Sean P. Fitzgibbon
International Journal of Psychophysiology 110 27 -39
14
2016
Beamforming and Blind Source Separation Have a Complementary Effect in Reducing Tonic Cranial Muscle Contamination of Scalp Measurements
Azin S. Janani , Tyler S. Grummett , Hanieh Bakhshayesh , John O. Willoughby
2018 26th European Signal Processing Conference (EUSIPCO) 86 -90
1
2018
How Many Channels are Enough? Evaluation of Tonic Cranial Muscle Artefact Reduction Using ICA with Different Numbers of EEG Channels
Azin S. Janani , Tyler S. Grummett , Hanieh Bakhshayesh , Trent W. Lewis
2018 26th European Signal Processing Conference (EUSIPCO) 101 -105
1
2018