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Page 1
Hidden behavioral fingerprints in epilepsy.
Gschwind T, Zeine A, Raikov I, Markowitz JE, Gillis WF, Felong S, Isom LL, Datta SR, Soltesz I. Gschwind T, et al. Neuron. 2023 May 3;111(9):1440-1452.e5. doi: 10.1016/j.neuron.2023.02.003. Epub 2023 Feb 24. Neuron. 2023. PMID: 36841241 Free PMC article.
Artificial intelligence in epilepsy phenotyping.
Knight A, Gschwind T, Galer P, Worrell GA, Litt B, Soltesz I, Beniczky S. Knight A, et al. Epilepsia. 2023 Nov 20:10.1111/epi.17833. doi: 10.1111/epi.17833. Online ahead of print. Epilepsia. 2023. PMID: 37983589
Computational Neuroethology: A Call to Action.
Datta SR, Anderson DJ, Branson K, Perona P, Leifer A. Datta SR, et al. Neuron. 2019 Oct 9;104(1):11-24. doi: 10.1016/j.neuron.2019.09.038. Neuron. 2019. PMID: 31600508 Free PMC article. Review.
Spontaneous behaviour is structured by reinforcement without explicit reward.
Markowitz JE, Gillis WF, Jay M, Wood J, Harris RW, Cieszkowski R, Scott R, Brann D, Koveal D, Kula T, Weinreb C, Osman MAM, Pinto SR, Uchida N, Linderman SW, Sabatini BL, Datta SR. Markowitz JE, et al. Nature. 2023 Feb;614(7946):108-117. doi: 10.1038/s41586-022-05611-2. Epub 2023 Jan 18. Nature. 2023. PMID: 36653449 Free PMC article.
Revealing the structure of pharmacobehavioral space through motion sequencing.
Wiltschko AB, Tsukahara T, Zeine A, Anyoha R, Gillis WF, Markowitz JE, Peterson RE, Katon J, Johnson MJ, Datta SR. Wiltschko AB, et al. Nat Neurosci. 2020 Nov;23(11):1433-1443. doi: 10.1038/s41593-020-00706-3. Epub 2020 Sep 21. Nat Neurosci. 2020. PMID: 32958923 Free PMC article.
Keypoint-MoSeq: parsing behavior by linking point tracking to pose dynamics.
Weinreb C, Pearl JE, Lin S, Osman MAM, Zhang L, Annapragada S, Conlin E, Hoffmann R, Makowska S, Gillis WF, Jay M, Ye S, Mathis A, Mathis MW, Pereira T, Linderman SW, Datta SR. Weinreb C, et al. Nat Methods. 2024 Jul;21(7):1329-1339. doi: 10.1038/s41592-024-02318-2. Epub 2024 Jul 12. Nat Methods. 2024. PMID: 38997595 Free PMC article.
Keypoint-MoSeq: parsing behavior by linking point tracking to pose dynamics.
Weinreb C, Pearl J, Lin S, Osman MAM, Zhang L, Annapragada S, Conlin E, Hoffman R, Makowska S, Gillis WF, Jay M, Ye S, Mathis A, Mathis MW, Pereira T, Linderman SW, Datta SR. Weinreb C, et al. bioRxiv [Preprint]. 2023 Dec 23:2023.03.16.532307. doi: 10.1101/2023.03.16.532307. bioRxiv. 2023. Update in: Nat Methods. 2024 Jul;21(7):1329-1339. doi: 10.1038/s41592-024-02318-2 PMID: 36993589 Free PMC article. Updated. Preprint.
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