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A Smoother State Space Multitaper Spectrogram.
Song AH, Chakravarty S, Brown EN. Song AH, et al. Among authors: chakravarty s. Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul;2018:33-36. doi: 10.1109/EMBC.2018.8512190. Annu Int Conf IEEE Eng Med Biol Soc. 2018. PMID: 30440334
A hidden semi-Markov model for estimating burst suppression EEG.
Chakravarty S, Baum TE, An J, Kahali P, Brown EN. Chakravarty S, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2019 Jul;2019:7076-7079. doi: 10.1109/EMBC.2019.8856802. Annu Int Conf IEEE Eng Med Biol Soc. 2019. PMID: 31947467 Free PMC article.
Personalized Connectome Mapping to Guide Targeted Therapy and Promote Recovery of Consciousness in the Intensive Care Unit.
Edlow BL, Barra ME, Zhou DW, Foulkes AS, Snider SB, Threlkeld ZD, Chakravarty S, Kirsch JE, Chan ST, Meisler SL, Bleck TP, Fins JJ, Giacino JT, Hochberg LR, Solt K, Brown EN, Bodien YG. Edlow BL, et al. Among authors: chakravarty s. Neurocrit Care. 2020 Oct;33(2):364-375. doi: 10.1007/s12028-020-01062-7. Epub 2020 Aug 13. Neurocrit Care. 2020. PMID: 32794142 Free PMC article.
A state-space model for dynamic functional connectivity.
Chakravarty S, Threlkeld ZD, Bodien YG, Edlow BL, Brown EN. Chakravarty S, et al. Conf Rec Asilomar Conf Signals Syst Comput. 2019 Nov;2019:240-244. doi: 10.1109/ieeeconf44664.2019.9048807. Epub 2020 Mar 30. Conf Rec Asilomar Conf Signals Syst Comput. 2019. PMID: 32801606 Free PMC article.
Machine learning of EEG spectra classifies unconsciousness during GABAergic anesthesia.
Abel JH, Badgeley MA, Meschede-Krasa B, Schamberg G, Garwood IC, Lecamwasam K, Chakravarty S, Zhou DW, Keating M, Purdon PL, Brown EN. Abel JH, et al. Among authors: chakravarty s. PLoS One. 2021 May 6;16(5):e0246165. doi: 10.1371/journal.pone.0246165. eCollection 2021. PLoS One. 2021. PMID: 33956800 Free PMC article.
A hidden Markov model reliably characterizes ketamine-induced spectral dynamics in macaque local field potentials and human electroencephalograms.
Garwood IC, Chakravarty S, Donoghue J, Mahnke M, Kahali P, Chamadia S, Akeju O, Miller EK, Brown EN. Garwood IC, et al. Among authors: chakravarty s. PLoS Comput Biol. 2021 Aug 18;17(8):e1009280. doi: 10.1371/journal.pcbi.1009280. eCollection 2021 Aug. PLoS Comput Biol. 2021. PMID: 34407069 Free PMC article.
721 results