Yousefi A - Search Results

1

Closed-loop enhancement and neural decoding of cognitive control in humans.

Basu I, Yousefi A, Crocker B, Zelmann R, Paulk AC, Peled N, Ellard KK, Weisholtz DS, Cosgrove GR, Deckersbach T, Eden UT, Eskandar EN, Dougherty DD, Cash SS, Widge AS. Basu I, et al. Among authors: yousefi a. Nat Biomed Eng. 2023 Apr;7(4):576-588. doi: 10.1038/s41551-021-00804-y. Epub 2021 Nov 1. Nat Biomed Eng. 2023. PMID: 34725508 Free PMC article.

2

Cognitive state prediction using an EM algorithm applied to Gamma distributed data.

Yousefi A, Paulk AC, Deckersbach T, Dougherty DD, Eskandar EN, Widge AS, Eden UT. Yousefi A, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2015 Aug;2015:7819-24. doi: 10.1109/EMBC.2015.7320205. Annu Int Conf IEEE Eng Med Biol Soc. 2015. PMID: 26738105

3

Treating refractory mental illness with closed-loop brain stimulation: Progress towards a patient-specific transdiagnostic approach.

Widge AS, Ellard KK, Paulk AC, Basu I, Yousefi A, Zorowitz S, Gilmour A, Afzal A, Deckersbach T, Cash SS, Kramer MA, Eden UT, Dougherty DD, Eskandar EN. Widge AS, et al. Among authors: yousefi a. Exp Neurol. 2017 Jan;287(Pt 4):461-472. doi: 10.1016/j.expneurol.2016.07.021. Epub 2016 Jul 30. Exp Neurol. 2017. PMID: 27485972 Review.

4

Predicting learning dynamics in Multiple-Choice Decision-Making Tasks using a variational Bayes technique.

Yousefi A, Kakooee R, Beheshti MT, Dougherty DD, Eskandar EN, Widge AS, Eden UT. Yousefi A, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2017 Jul;2017:3194-3197. doi: 10.1109/EMBC.2017.8037536. Annu Int Conf IEEE Eng Med Biol Soc. 2017. PMID: 29060577

5

Estimating Dynamic Signals From Trial Data With Censored Values.

Yousefi A, Dougherty DD, Eskandar EN, Widge AS, Eden UT. Yousefi A, et al. Comput Psychiatr. 2017 Oct 1;1:58-81. doi: 10.1162/CPSY_a_00003. eCollection 2017 Oct. Comput Psychiatr. 2017. PMID: 29601047 Free PMC article.

6

Parameter Estimation in Synaptic Coupling Model Using a Point Process Modeling Framework.

Amidi Y, Nazari B, Sadri S, Eden UT, Yousefi A. Amidi Y, et al. Among authors: yousefi a. Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul;2018:2362-2365. doi: 10.1109/EMBC.2018.8512815. Annu Int Conf IEEE Eng Med Biol Soc. 2018. PMID: 30440881

7

COMPASS: An Open-Source, General-Purpose Software Toolkit for Computational Psychiatry.

Yousefi A, Paulk AC, Basu I, Mirsky JL, Dougherty DD, Eskandar EN, Eden UT, Widge AS. Yousefi A, et al. Front Neurosci. 2019 Jan 11;12:957. doi: 10.3389/fnins.2018.00957. eCollection 2018. Front Neurosci. 2019. PMID: 30686965 Free PMC article.

8

Efficient Decoding of Multi-Dimensional Signals From Population Spiking Activity Using a Gaussian Mixture Particle Filter.

Yousefi A, Gillespie AK, Guidera JA, Karlsson M, Frank LM, Eden UT. Yousefi A, et al. IEEE Trans Biomed Eng. 2019 Dec;66(12):3486-3498. doi: 10.1109/TBME.2019.2906640. Epub 2019 Mar 27. IEEE Trans Biomed Eng. 2019. PMID: 30932819 Free PMC article.

9

Decoding Hidden Cognitive States From Behavior and Physiology Using a Bayesian Approach.

Yousefi A, Basu I, Paulk AC, Peled N, Eskandar EN, Dougherty DD, Cash SS, Widge AS, Eden UT. Yousefi A, et al. Neural Comput. 2019 Sep;31(9):1751-1788. doi: 10.1162/neco_a_01196. Epub 2019 Jul 23. Neural Comput. 2019. PMID: 31335292

10

Continuous Prediction of Cognitive State Using A Marked-Point Process Modeling Framework.

Amidi Y, Paulk AC, Dougherty DD, Cash SS, Widge AS, Eden UT, Yousefi A. Amidi Y, et al. Among authors: yousefi a. Annu Int Conf IEEE Eng Med Biol Soc. 2019 Jul;2019:2933-2938. doi: 10.1109/EMBC.2019.8856681. Annu Int Conf IEEE Eng Med Biol Soc. 2019. PMID: 31946505

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