Dauwels J - Search Results

1

A review on microelectrode recording selection of features for machine learning in deep brain stimulation surgery for Parkinson's disease.

Wan KR, Maszczyk T, See AAQ, Dauwels J, King NKK. Wan KR, et al. Among authors: dauwels j. Clin Neurophysiol. 2019 Jan;130(1):145-154. doi: 10.1016/j.clinph.2018.09.018. Epub 2018 Sep 25. Clin Neurophysiol. 2019. PMID: 30293864 Review.

2

Automated detection of subthalamic nucleus in deep brain stimulation surgery for Parkinson's disease using microelectrode recordings and wavelet packet features.

Karthick PA, Wan KR, An Qi AS, Dauwels J, King NKK. Karthick PA, et al. Among authors: dauwels j. J Neurosci Methods. 2020 Sep 1;343:108826. doi: 10.1016/j.jneumeth.2020.108826. Epub 2020 Jul 2. J Neurosci Methods. 2020. PMID: 32622981

3

Detection of Subthalamic Nucleus using Time-Frequency Features of Microelectrode recordings and Random Forest Classifier.

Karthick PA, Wan KR, Yuvaraj R, See AA, King NKK, Dauwels J. Karthick PA, et al. Among authors: dauwels j. Annu Int Conf IEEE Eng Med Biol Soc. 2019 Jul;2019:4164-4167. doi: 10.1109/EMBC.2019.8857080. Annu Int Conf IEEE Eng Med Biol Soc. 2019. PMID: 31946787

4

EPILEPTIFORM SPIKE DETECTION VIA CONVOLUTIONAL NEURAL NETWORKS.

Johansen AR, Jin J, Maszczyk T, Dauwels J, Cash SS, Westover MB. Johansen AR, et al. Among authors: dauwels j. Proc IEEE Int Conf Acoust Speech Signal Process. 2016 Mar;2016:754-758. doi: 10.1109/ICASSP.2016.7471776. Epub 2016 May 19. Proc IEEE Int Conf Acoust Speech Signal Process. 2016. PMID: 29527131 Free PMC article.

5

Interictal epileptiform discharge characteristics underlying expert interrater agreement.

Bagheri E, Dauwels J, Dean BC, Waters CG, Westover MB, Halford JJ. Bagheri E, et al. Among authors: dauwels j. Clin Neurophysiol. 2017 Oct;128(10):1994-2005. doi: 10.1016/j.clinph.2017.06.252. Epub 2017 Jul 18. Clin Neurophysiol. 2017. PMID: 28837905 Free PMC article.

6

A fast machine learning approach to facilitate the detection of interictal epileptiform discharges in the scalp electroencephalogram.

Bagheri E, Jin J, Dauwels J, Cash S, Westover MB. Bagheri E, et al. Among authors: dauwels j. J Neurosci Methods. 2019 Oct 1;326:108362. doi: 10.1016/j.jneumeth.2019.108362. Epub 2019 Jul 13. J Neurosci Methods. 2019. PMID: 31310822 Free PMC article.

7

Effect of Subliminal Lexical Priming on the Subjective Perception of Images: A Machine Learning Approach.

Mohan DM, Kumar P, Mahmood F, Wong KF, Agrawal A, Elgendi M, Shukla R, Ang N, Ching A, Dauwels J, Chan AH. Mohan DM, et al. Among authors: dauwels j. PLoS One. 2016 Feb 11;11(2):e0148332. doi: 10.1371/journal.pone.0148332. eCollection 2016. PLoS One. 2016. PMID: 26866807 Free PMC article.

8

Time-Frequency Decomposition of Scalp Electroencephalograms Improves Deep Learning-Based Epilepsy Diagnosis.

Thangavel P, Thomas J, Peh WY, Jing J, Yuvaraj R, Cash SS, Chaudhari R, Karia S, Rathakrishnan R, Saini V, Shah N, Srivastava R, Tan YL, Westover B, Dauwels J. Thangavel P, et al. Among authors: dauwels j. Int J Neural Syst. 2021 Aug;31(8):2150032. doi: 10.1142/S0129065721500325. Epub 2021 Jul 16. Int J Neural Syst. 2021. PMID: 34278972 Free PMC article.

9

Optimization of EEG frequency bands for improved diagnosis of Alzheimer disease.

Elgendi M, Vialatte F, Cichocki A, Latchoumane C, Jeong J, Dauwels J. Elgendi M, et al. Among authors: dauwels j. Annu Int Conf IEEE Eng Med Biol Soc. 2011;2011:6087-91. doi: 10.1109/IEMBS.2011.6091504. Annu Int Conf IEEE Eng Med Biol Soc. 2011. PMID: 22255728

10

Structural connectivity based whole brain modelling in epilepsy.

Taylor PN, Kaiser M, Dauwels J. Taylor PN, et al. Among authors: dauwels j. J Neurosci Methods. 2014 Oct 30;236:51-7. doi: 10.1016/j.jneumeth.2014.08.010. Epub 2014 Aug 19. J Neurosci Methods. 2014. PMID: 25149109 Review.

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