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Machine Learning Models Identify Multimodal Measurements Highly Predictive of Transdiagnostic Symptom Severity for Mood, Anhedonia, and Anxiety.
Biol Psychiatry Cogn Neurosci Neuroimaging. 2020 Jan;5(1):56-67. doi: 10.1016/j.bpsc.2019.07.007. Epub 2019 Jul 30.
Biol Psychiatry Cogn Neurosci Neuroimaging. 2020.
PMID: 31543457
Free article.
Machine Learning Identifies Large-Scale Reward-Related Activity Modulated by Dopaminergic Enhancement in Major Depression.
Liu Y, Admon R, Mellem MS, Belleau EL, Kaiser RH, Clegg R, Beltzer M, Goer F, Vitaliano G, Ahammad P, Pizzagalli DA.
Liu Y, et al. Among authors: mellem ms.
Biol Psychiatry Cogn Neurosci Neuroimaging. 2020 Feb;5(2):163-172. doi: 10.1016/j.bpsc.2019.10.002. Epub 2019 Oct 22.
Biol Psychiatry Cogn Neurosci Neuroimaging. 2020.
PMID: 31784354
Free PMC article.
Clinical Trial.
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Explainable AI enables clinical trial patient selection to retrospectively improve treatment effects in schizophrenia.
Mellem MS, Kollada M, Tiller J, Lauritzen T.
Mellem MS, et al.
BMC Med Inform Decis Mak. 2021 May 20;21(1):162. doi: 10.1186/s12911-021-01510-0.
BMC Med Inform Decis Mak. 2021.
PMID: 34016112
Free PMC article.
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Sentence processing in anterior superior temporal cortex shows a social-emotional bias.
Mellem MS, Jasmin KM, Peng C, Martin A.
Mellem MS, et al.
Neuropsychologia. 2016 Aug;89:217-224. doi: 10.1016/j.neuropsychologia.2016.06.019. Epub 2016 Jun 18.
Neuropsychologia. 2016.
PMID: 27329686
Free PMC article.
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Intrinsic frequency biases and profiles across human cortex.
Mellem MS, Wohltjen S, Gotts SJ, Ghuman AS, Martin A.
Mellem MS, et al.
J Neurophysiol. 2017 Nov 1;118(5):2853-2864. doi: 10.1152/jn.00061.2017. Epub 2017 Aug 23.
J Neurophysiol. 2017.
PMID: 28835521
Free PMC article.
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Gamma- and theta-band synchronization during semantic priming reflect local and long-range lexical-semantic networks.
Mellem MS, Friedman RB, Medvedev AV.
Mellem MS, et al.
Brain Lang. 2013 Dec;127(3):440-51. doi: 10.1016/j.bandl.2013.09.003. Epub 2013 Oct 14.
Brain Lang. 2013.
PMID: 24135132
Free PMC article.
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Word class and context affect alpha-band oscillatory dynamics in an older population.
Mellem MS, Bastiaansen MC, Pilgrim LK, Medvedev AV, Friedman RB.
Mellem MS, et al.
Front Psychol. 2012 Apr 9;3:97. doi: 10.3389/fpsyg.2012.00097. eCollection 2012.
Front Psychol. 2012.
PMID: 22509171
Free PMC article.
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