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Fingerprint Dive into the research topics where Barbara E Engelhardt is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Genome-Wide Association Study Medicine & Life Sciences
Gene Expression Medicine & Life Sciences
Single Nucleotide Polymorphism Medicine & Life Sciences
Genome Medicine & Life Sciences
Meta-Analysis Medicine & Life Sciences
RNA Sequence Analysis Medicine & Life Sciences
Dextroamphetamine Medicine & Life Sciences
Hydroxymethylglutaryl-CoA Reductase Inhibitors Medicine & Life Sciences

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Projects 2014 2023

Research Output 2003 2019

End-to-end training of deep probabilistic CCA on paired biomedical observations

Gundersen, G., Dumitrascu, B., Ash, J. T. & Engelhardt, B. E., Jan 1 2019.

Princeton University

Research output: Contribution to conferencePaper

Gene expression
Neural networks
Pathology
Tissue
3 Citations (Scopus)

Statistical tests for detecting variance effects in quantitative trait studies

Dumitrascu, B., Darnell, G., Ayroles, J. F. & Engelhardt Martin, B., Jan 15 2019, In : Bioinformatics. 35, 2, p. 200-210 11 p.

Princeton University

Research output: Contribution to journalArticle

Statistical tests
Statistical test
Linear Models
Methylation
Bioinformatics

Bayesian nonparametric discovery of isoforms and individual specific quantification

Aguiar, D., Cheng, L. F., Dumitrascu, B., Mordelet, F., Pai, A. A. & Engelhardt Martin, B., Dec 1 2018, In : Nature communications. 9, 1, 1681.

Princeton University

Research output: Contribution to journalArticle

Protein Isoforms
estimates
etiology
splicing
inference
5 Citations (Scopus)

Clustering gene expression time series data using an infinite Gaussian process mixture model

McDowell, I. C., Manandhar, D., Vockley, C. M., Schmid, A. K., Reddy, T. E. & Engelhardt Martin, B., Jan 1 2018, In : PLoS computational biology. 14, 1, e1005896.

Princeton University

Research output: Contribution to journalArticle

Dirichlet Process
Gene Expression Data
Time Series Data
Mixture Model
Gaussian Process
55 Citations (Scopus)

Exploring the phenotypic consequences of tissue specific gene expression variation inferred from GWAS summary statistics

Barbeira, A. N., Dickinson, S. P., Bonazzola, R., Zheng, J., Wheeler, H. E., Torres, J. M., Torstenson, E. S., Shah, K. P., Garcia, T., Edwards, T. L., Stahl, E. A., Huckins, L. M., Aguet, F., Ardlie, K. G., Cummings, B. B., Gelfand, E. T., Getz, G., Hadley, K., Handsaker, R. E., Huang, K. H. & 225 others, Kashin, S., Karczewski, K. J., Lek, M., Li, X., MacArthur, D. G., Nedzel, J. L., Nguyen, D. T., Noble, M. S., Segrè, A. V., Trowbridge, C. A., Tukiainen, T., Abell, N. S., Balliu, B., Barshir, R., Basha, O., Battle, A., Bogu, G. K., Brown, A., Brown, C. D., Castel, S. E., Chen, L. S., Chiang, C., Conrad, D. F., Damani, F. N., Davis, J. R., Delaneau, O., Dermitzakis, E. T., Engelhardt Martin, B., Eskin, E., Ferreira, P. G., Frésard, L., Gamazon, E. R., Garrido-Martín, D., Gewirtz, A. D. H., Gliner, G., Gloudemans, M. J., Guigo, R., Hall, I. M., Han, B., He, Y., Hormozdiari, F., Howald, C., Jo, B., Kang, E. Y., Kim, Y., Kim-Hellmuth, S., Lappalainen, T., Li, G., Li, X., Liu, B., Mangul, S., McCarthy, M. I., McDowell, I. C., Mohammadi, P., Monlong, J., Montgomery, S. B., Muñoz-Aguirre, M., Ndungu, A. W., Nobel, A. B., Oliva, M., Ongen, H., Palowitch, J. J., Panousis, N., Papasaikas, P., Park, Y. S., Parsana, P., Payne, A. J., Peterson, C. B., Quan, J., Reverter, F., Sabatti, C., Saha, A., Sammeth, M., Scott, A. J., Shabalin, A. A., Sodaei, R., Stephens, M., Stranger, B. E., Strober, B. J., Sul, J. H., Tsang, E. K., Urbut, S., Van De Bunt, M., Wang, G., Wen, X., Wright, F. A., Xi, H. S., Yeger-Lotem, E., Zappala, Z., Zaugg, J. B., Zhou, Y. H., Akey, J., Bates, D., Chan, J., Claussnitzer, M., Demanelis, K., Diegel, M., Doherty, J. A., Feinberg, A. P., Fernando, M. S., Halow, J., Hansen, K. D., Haugen, E., Hickey, P. F., Hou, L., Jasmine, F., Jian, R., Jiang, L., Johnson, A., Kaul, R., Kellis, M., Kibriya, M. G., Lee, K., Li, J. B., Li, Q., Lin, J., Lin, S., Linder, S., Linke, C., Liu, Y., Maurano, M. T., Molinie, B., Nelson, J., Neri, F. J., Park, Y., Pierce, B. L., Rinaldi, N. J., Rizzardi, L. F., Sandstrom, R., Skol, A., Smith, K. S., Snyder, M. P., Stamatoyannopoulos, J., Tang, H., Wang, L., Wang, M., Van Wittenberghe, N., Wu, F., Zhang, R., Nierras, C. R., Branton, P. A., Carithers, L. J., Guan, P., Moore, H. M., Rao, A., Vaught, J. B., Gould, S. E., Lockart, N. C., Martin, C., Struewing, J. P., Volpi, S., Addington, A. M., Koester, S. E., Little, A. R., Brigham, L. E., Hasz, R., Hunter, M., Johns, C., Johnson, M., Kopen, G., Leinweber, W. F., Lonsdale, J. T., McDonald, A., Mestichelli, B., Myer, K., Roe, B., Salvatore, M., Shad, S., Thomas, J. A., Walters, G., Washington, M., Wheeler, J., Bridge, J., Foster, B. A., Gillard, B. M., Karasik, E., Kumar, R., Miklos, M., Moser, M. T., Jewell, S. D., Montroy, R. G., Rohrer, D. C., Valley, D. R., Davis, D. A., Mash, D. C., Undale, A. H., Smith, A. M., Tabor, D. E., Roche, N. V., McLean, J. A., Vatanian, N., Robinson, K. L., Sobin, L., Barcus, M. E., Valentino, K. M., Qi, L., Hunter, S., Hariharan, P., Singh, S., Um, K. S., Matose, T., Tomaszewski, M. M., Barker, L. K., Mosavel, M., Siminoff, L. A., Traino, H. M., Flicek, P., Juettemann, T., Ruffier, M., Sheppard, D., Taylor, K., Trevanion, S. J., Zerbino, D. R., Craft, B., Goldman, M., Haeussler, M., Kent, W. J., Lee, C. M., Paten, B., Rosenbloom, K. R., Vivian, J., Zhu, J., Nicolae, D. L., Cox, N. J. & Im, H. K., Dec 1 2018, In : Nature communications. 9, 1, 1825.

Princeton University

Research output: Contribution to journalArticle

phenotype
gene expression
Genome-Wide Association Study
Gene expression
Genes