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Exploring single-cell data with deep multitasking neural networks.
Amodio M, van Dijk D, Srinivasan K, Chen WS, Mohsen H, Moon KR, Campbell A, Zhao Y, Wang X, Venkataswamy M, Desai A, Ravi V, Kumar P, Montgomery R, Wolf G, Krishnaswamy S. Amodio M, et al. Nat Methods. 2019 Nov;16(11):1139-1145. doi: 10.1038/s41592-019-0576-7. Epub 2019 Oct 7. Nat Methods. 2019. PMID: 31591579 Free PMC article.
Single cell immune profiling of dengue virus patients reveals intact immune responses to Zika virus with enrichment of innate immune signatures.
Zhao Y, Amodio M, Vander Wyk B, Gerritsen B, Kumar MM, van Dijk D, Moon K, Wang X, Malawista A, Richards MM, Cahill ME, Desai A, Sivadasan J, Venkataswamy MM, Ravi V, Fikrig E, Kumar P, Kleinstein SH, Krishnaswamy S, Montgomery RR. Zhao Y, et al. Among authors: amodio m. PLoS Negl Trop Dis. 2020 Mar 9;14(3):e0008112. doi: 10.1371/journal.pntd.0008112. eCollection 2020 Mar. PLoS Negl Trop Dis. 2020. PMID: 32150565 Free PMC article.
LEARNING GENERAL TRANSFORMATIONS OF DATA FOR OUT-OF-SAMPLE EXTENSIONS.
Amodio M, van Dijk D, Wolf G, Krishnaswamy S. Amodio M, et al. IEEE Int Workshop Mach Learn Signal Process. 2020 Sep;2020:10.1109/mlsp49062.2020.9231660. doi: 10.1109/mlsp49062.2020.9231660. Epub 2020 Oct 20. IEEE Int Workshop Mach Learn Signal Process. 2020. PMID: 34557339 Free PMC article.
Interpretable Neuron Structuring with Graph Spectral Regularization.
Tong A, van Dijk D, Stanley JS 3rd, Amodio M, Yim K, Muhle R, Noonan J, Wolf G, Krishnaswamy S. Tong A, et al. Among authors: amodio m. Adv Intell Data Anal. 2020 Apr;12080:509-521. doi: 10.1007/978-3-030-44584-3_40. Epub 2020 Apr 22. Adv Intell Data Anal. 2020. PMID: 34131660 Free PMC article.
Characterization of the effect of pomegranate crude extract, and its post-harvesting preservation procedures, on redox tone, cellular growth and metabolic profile of MDA-MB-231 cell line.
Ferrante A, Tamma M, Agriesti F, Tucci F, Lopriore P, Amodio ML, Colelli G, Capitanio N, Piccoli C, Pacelli C. Ferrante A, et al. Among authors: amodio ml. BMC Complement Med Ther. 2023 Sep 8;23(1):311. doi: 10.1186/s12906-023-04134-1. BMC Complement Med Ther. 2023. PMID: 37684643 Free PMC article.
42 results