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A Shared Vision for Machine Learning in Neuroscience.
Vu MT, Adalı T, Ba D, Buzsáki G, Carlson D, Heller K, Liston C, Rudin C, Sohal VS, Widge AS, Mayberg HS, Sapiro G, Dzirasa K. Vu MT, et al. J Neurosci. 2018 Feb 14;38(7):1601-1607. doi: 10.1523/JNEUROSCI.0508-17.2018. Epub 2018 Jan 26. J Neurosci. 2018. PMID: 29374138 Free PMC article. Review.
Brain-wide Electrical Spatiotemporal Dynamics Encode Depression Vulnerability.
Hultman R, Ulrich K, Sachs BD, Blount C, Carlson DE, Ndubuizu N, Bagot RC, Parise EM, Vu MT, Gallagher NM, Wang J, Silva AJ, Deisseroth K, Mague SD, Caron MG, Nestler EJ, Carin L, Dzirasa K. Hultman R, et al. Cell. 2018 Mar 22;173(1):166-180.e14. doi: 10.1016/j.cell.2018.02.012. Cell. 2018. PMID: 29502969 Free PMC article.
Extracting Relationships by Multi-Domain Matching.
Li Y, Murias M, Major S, Dawson G, Carlson DE. Li Y, et al. Adv Neural Inf Process Syst. 2018 Dec;31:6799-6810. Adv Neural Inf Process Syst. 2018. PMID: 37155431 Free PMC article.
A widespread electrical brain network encodes anxiety in health and depressive states.
Hughes DN, Klein MH, Walder-Christensen KK, Thomas GE, Grossman Y, Waters D, Matthews AE, Carson WE, Filali Y, Tsyglakova M, Fink A, Gallagher NM, Perez-Balaguer M, McClung CA, Zarate JM, Hultman RC, Mague SD, Carlson DE, Dzirasa K. Hughes DN, et al. bioRxiv [Preprint]. 2024 Jun 30:2024.06.26.600900. doi: 10.1101/2024.06.26.600900. bioRxiv. 2024. PMID: 38979139 Free PMC article. Preprint.