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Improving automated diagnosis of epilepsy from EEGs beyond IEDs.
Thangavel P, Thomas J, Sinha N, Peh WY, Yuvaraj R, Cash SS, Chaudhari R, Karia S, Jing J, Rathakrishnan R, Saini V, Shah N, Srivastava R, Tan YL, Westover B, Dauwels J. Thangavel P, et al. Among authors: dauwels j. J Neural Eng. 2022 Nov 24;19(6). doi: 10.1088/1741-2552/ac9c93. J Neural Eng. 2022. PMID: 36270485
Automated Adult Epilepsy Diagnostic Tool Based on Interictal Scalp Electroencephalogram Characteristics: A Six-Center Study.
Thomas J, Thangavel P, 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. Thomas J, et al. Among authors: dauwels j. Int J Neural Syst. 2021 May;31(5):2050074. doi: 10.1142/S0129065720500744. Epub 2021 Jan 12. Int J Neural Syst. 2021. PMID: 33438530 Free PMC article.
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.
CLUSTERING OF INTERICTAL SPIKES BY DYNAMIC TIME WARPING AND AFFINITY PROPAGATION.
Thomas J, Jin J, Dauwels J, Cash SS, Westover MB. Thomas J, et al. Among authors: dauwels j. Proc IEEE Int Conf Acoust Speech Signal Process. 2016 Mar;2016:749-753. doi: 10.1109/ICASSP.2016.7471775. Epub 2016 May 19. Proc IEEE Int Conf Acoust Speech Signal Process. 2016. PMID: 29527130 Free PMC article.
FAST AND EFFICIENT REJECTION OF BACKGROUND WAVEFORMS IN INTERICTAL EEG.
Bagheri E, Jin J, Dauwels J, Cash S, Westover MB. Bagheri E, et al. Among authors: dauwels j. Proc IEEE Int Conf Acoust Speech Signal Process. 2016 Mar;2016:744-748. doi: 10.1109/ICASSP.2016.7471774. Epub 2016 May 19. Proc IEEE Int Conf Acoust Speech Signal Process. 2016. PMID: 29507536 Free PMC article.
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.
86 results