Publications

Search Publications
Export 41 results:
Author [ Title(Desc)] Year
Filters: Keyword is Algorithms  [Clear All Filters]
A B C D E F G H I J K L M N O P Q R S T U V W X Y Z 
A
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.
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.
Tareen A, Wingreen NS, Mukhopadhyay R. Asymmetry between Activators and Deactivators in Functional Protein Networks. Sci Rep. 2020 ;10(1):10131.
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.
B
Ochoa A, Storey JD, Llinás M, Singh M. Beyond the E-Value: Stratified Statistics for Protein Domain Prediction. PLoS Comput Biol. 2015 ;11(11):e1004509.
Nguyen JP, Bratton BP, Shaevitz JW. Biophysical Measurements of Bacterial Cell Shape. Methods Mol Biol. 2016 ;1440:227-45.
C
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.
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.
D
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.
Ochoa A, Singh M. Domain prediction with probabilistic directional context. Bioinformatics. 2017 ;33(16):2471-2478.
F
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.
Machens CK, Romo R, Brody CD. Flexible control of mutual inhibition: a neural model of two-interval discrimination. Science. 2005 ;307(5712):1121-4.
Segev R, Puchalla J, Berry MJ. Functional organization of ganglion cells in the salamander retina. J Neurophysiol. 2006 ;95(4):2277-92.
I
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.
Gorenshteyn D, Zaslavsky E, Fribourg M, Park CY, Wong AK, Tadych A, et al. Interactive Big Data Resource to Elucidate Human Immune Pathways and Diseases. Immunity. 2015 ;43(3):605-14.
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.
L
Cabreros I, Storey JD. A Likelihood-Free Estimator of Population Structure Bridging Admixture Models and Principal Components Analysis. Genetics. 2019 ;212(4):1009-1029.
M
Marre O, Amodei D, Deshmukh N, Sadeghi K, Soo F, Holy TE, et al. Mapping a complete neural population in the retina. J Neurosci. 2012 ;32(43):14859-73.
Balasubramanian V, Kimber D, Berry MJ. Metabolically efficient information processing. Neural Comput. 2001 ;13(4):799-815.
Su X, Lu W, Rabinowitz JD. Metabolite Spectral Accuracy on Orbitraps. Anal Chem. 2017 ;89(11):5940-5948.
McAlister GC, Nusinow DP, Jedrychowski MP, Wühr M, Huttlin EL, Erickson BK, et al.. MultiNotch MS3 enables accurate, sensitive, and multiplexed detection of differential expression across cancer cell line proteomes. Anal Chem. 2014 ;86(14):7150-8.
N
Hristov BH, Singh M. Network-Based Coverage of Mutational Profiles Reveals Cancer Genes. Cell Syst. 2017 ;5(3):221-229.e4.
P
Klibaite U, Shaevitz JW. Paired fruit flies synchronize behavior: Uncovering social interactions in Drosophila melanogaster. PLoS Comput Biol. 2020 ;16(10):e1008230.
Berman GJ, Bialek W, Shaevitz JW. Predictability and hierarchy in Drosophila behavior. Proc Natl Acad Sci U S A. 2016 ;113(42):11943-11948.
Zhou J, Troyanskaya OG. Predicting effects of noncoding variants with deep learning-based sequence model. Nat Methods. 2015 ;12(10):931-4.