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2020
Tareen A, Wingreen NS, Mukhopadhyay R. Asymmetry between Activators and Deactivators in Functional Protein Networks. Sci Rep. 2020 ;10(1):10131.
Kloosterman AM, Cimermancic P, Elsayed SS, Du C, Hadjithomas M, Donia MS, et al. Expansion of RiPP biosynthetic space through integration of pan-genomics and machine learning uncovers a novel class of lanthipeptides. PLoS Biol. 2020 ;18(12):e3001026.
Klibaite U, Shaevitz JW. Paired fruit flies synchronize behavior: Uncovering social interactions in Drosophila melanogaster. PLoS Comput Biol. 2020 ;16(10):e1008230.
Stern T, Shvartsman SY, Wieschaus EF. Template-based mapping of dynamic motifs in tissue morphogenesis. PLoS Comput Biol. 2020 ;16(8):e1008049.
M Amin J, Petry S, Yang H, Shaevitz JW. Uniform intensity in multifocal microscopy using a spatial light modulator. PLoS One. 2020 ;15(3):e0230217.
2019
Zhou J, Schor IE, Yao V, Theesfeld CL, Marco-Ferreres R, Tadych A, et al. Accurate genome-wide predictions of spatio-temporal gene expression during embryonic development. PLoS Genet. 2019 ;15(9):e1008382.
Giovannucci A, Friedrich J, Gunn P, Kalfon J, Brown BL, Koay SAnn, et al. CaImAn an open source tool for scalable calcium imaging data analysis. Elife. 2019 ;8.
Pereira TD, Aldarondo DE, Willmore L, Kislin M, Wang SS-H, Murthy M, et al. Fast animal pose estimation using deep neural networks. Nat Methods. 2019 ;16(1):117-125.
Cabreros I, Storey JD. A Likelihood-Free Estimator of Population Structure Bridging Admixture Models and Principal Components Analysis. Genetics. 2019 ;212(4):1009-1029.
Wang S-W, Bitbol A-F, Wingreen NS. Revealing evolutionary constraints on proteins through sequence analysis. PLoS Comput Biol. 2019 ;15(4):e1007010.
Chen KM, Cofer EM, Zhou J, Troyanskaya OG. Selene: a PyTorch-based deep learning library for sequence data. Nat Methods. 2019 ;16(4):315-318.
Zhou J, Park CY, Theesfeld CL, Wong AK, Yuan Y, Scheckel C, et al. Whole-genome deep-learning analysis identifies contribution of noncoding mutations to autism risk. Nat Genet. 2019 ;51(6):973-980.
2018
Zhou J, Theesfeld CL, Yao K, Chen KM, Wong AK, Troyanskaya OG. Deep learning sequence-based ab initio prediction of variant effects on expression and disease risk. Nat Genet. 2018 ;50(8):1171-1179.
Lee Y-S, Wong AK, Tadych A, Hartmann BM, Park CY, DeJesus VA, et al. Interpretation of an individual functional genomics experiment guided by massive public data. Nat Methods. 2018 ;15(12):1049-1052.
2017
Nguyen JP, Linder AN, Plummer GS, Shaevitz JW, Leifer AM. Automatically tracking neurons in a moving and deforming brain. PLoS Comput Biol. 2017 ;13(5):e1005517.
Meshulam L, Gauthier JL, Brody CD, Tank DW, Bialek W. Collective Behavior of Place and Non-place Neurons in the Hippocampal Network. Neuron. 2017 ;96(5):1178-1191.e4.
Ochoa A, Singh M. Domain prediction with probabilistic directional context. Bioinformatics. 2017 ;33(16):2471-2478.
Su X, Lu W, Rabinowitz JD. Metabolite Spectral Accuracy on Orbitraps. Anal Chem. 2017 ;89(11):5940-5948.
Hristov BH, Singh M. Network-Based Coverage of Mutational Profiles Reveals Cancer Genes. Cell Syst. 2017 ;5(3):221-229.e4.
Song A, Charles AS, Koay SAnn, Gauthier JL, Thiberge SY, Pillow JW, et al. Volumetric two-photon imaging of neurons using stereoscopy (vTwINS). Nat Methods. 2017 ;14(4):420-426.
2016
Kang YGwi, Lee JTaek, Kang JYeal, Kim GHye, Kim TKyun. Analysis of Longitudinal Outcome Data with Missing Values in Total Knee Arthroplasty. J Arthroplasty. 2016 ;31(1):81-6.
Nguyen JP, Bratton BP, Shaevitz JW. Biophysical Measurements of Bacterial Cell Shape. Methods Mol Biol. 2016 ;1440:227-45.
Bitbol A-F, Dwyer RS, Colwell LJ, Wingreen NS. Inferring interaction partners from protein sequences. Proc Natl Acad Sci U S A. 2016 ;113(43):12180-12185.
Berman GJ, Bialek W, Shaevitz JW. Predictability and hierarchy in Drosophila behavior. Proc Natl Acad Sci U S A. 2016 ;113(42):11943-11948.
Hao W, Song M, Storey JD. Probabilistic models of genetic variation in structured populations applied to global human studies. Bioinformatics. 2016 ;32(5):713-21.