Barbara Engelhardt

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Citations	14367	11075
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Steve ChienJPL Fellow, Jet Propulsion Laboratory, Calif. Inst. Tech.Verified email at jpl.nasa.gov
Gregg RabideauJPLVerified email at jpl.nasa.gov
Bianca DumitrascuColumbia UniversityVerified email at columbia.edu
Matthew StephensUniversity of ChicagoVerified email at uchicago.edu
Rob SherwoodThe Aerospace CorporationVerified email at aero.org
Christopher D BrownAssociate Professor of Genetics, University of PennsylvaniaVerified email at pennmedicine.upenn.edu
Athma PaiAssistant Professor, UMass Medical SchoolVerified email at umassmed.edu
Li-Fang ChengSenior Data Scientist at Verily Life Sciences, LLCVerified email at verily.com
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyVerified email at cs.berkeley.edu
Ian McDowellElement Genomics, Inc. (UCB)Verified email at ucb.com
Steven E. BrennerUniversity of California, BerkeleyVerified email at berkeley.edu
Gregory DarnellPrinceton UniversityVerified email at princeton.edu
Kai LiProfessor of computer science, Princeton universityVerified email at cs.princeton.edu
Corey ChiversUniversity of Pennsylvania Health SystemVerified email at pennmedicine.upenn.edu
Michael DraugelisHackensack Median HealthVerified email at pennmedicine.upenn.edu
Lara MangraviteSage BionetworksVerified email at sagebase.org
Alexis BattleAssociate Professor, Biomedical Engineering, CS, Genetic Medicine at JHUVerified email at jhu.edu
Chuan GaoBristol Myers SquibbVerified email at cornell.edu
Niranjani PrasadSenior Researcher, Microsoft Research CambridgeVerified email at microsoft.com
Timothy E ReddyAssociate Professor, Duke UniversityVerified email at duke.edu

Barbara Engelhardt

Senior Investigator, Gladstone Institutes and Professor, Stanford University

Verified email at stanford.edu - Homepage

Applied statistics probabilistic machine learning genomics health structured data


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Genetic effects on gene expression across human tissues GTEx Consortium Lead analysts: Aguet François 1 Brown Andrew A. 2 3 4 Castel ... Nature 550 (7675), 204-213, 2017	3147	2017
The GTEx Consortium atlas of genetic regulatory effects across human tissues GTEx Consortium Science 369 (6509), 1318-1330, 2020	2094	2020
Understanding mechanisms underlying human gene expression variation with RNA sequencing JK Pickrell, JC Marioni, AA Pai, JF Degner, BE Engelhardt, E Nkadori, ... Nature 464 (7289), 768-772, 2010	1497	2010
The impact of sex on gene expression across human tissues M Oliva, M Muñoz-Aguirre, S Kim-Hellmuth, V Wucher, ADH Gewirtz, ... Science 369 (6509), eaba3066, 2020	578	2020
Dynamic landscape and regulation of RNA editing in mammals MH Tan, Q Li, R Shanmugam, R Piskol, J Kohler, AN Young, KI Liu, ... Nature 550 (7675), 249-254, 2017	509	2017
The human tumor atlas network: charting tumor transitions across space and time at single-cell resolution O Rozenblatt-Rosen, A Regev, P Oberdoerffer, T Nawy, A Hupalowska, ... Cell 181 (2), 236-249, 2020	327	2020
Meta-analysis of Genome-wide Association Studies for Neuroticism, and the Polygenic Association With Major Depressive Disorder JAMA Psychiatry, 10.1001/jamapsychiatry.2015.0554, 2015	308*	2015
How algorithmic confounding in recommendation systems increases homogeneity and decreases utility AJB Chaney, BM Stewart, BE Engelhardt Proceedings of the 12th ACM conference on recommender systems, 224-232, 2018	298	2018
Measuring the predictability of life outcomes with a scientific mass collaboration MJ Salganik, I Lundberg, AT Kindel, CE Ahearn, K Al-Ghoneim, ... Proceedings of the National Academy of Sciences 117 (15), 8398-8403, 2020	255	2020
A quantitative proteome map of the human body L Jiang, M Wang, S Lin, R Jian, X Li, J Chan, G Dong, H Fang, ... Cell 183 (1), 269-283. e19, 2020	245	2020
ASPEN-Automating space mission operations using automated planning and scheduling S Chien, G Rabideau, R Knight, R Sherwood, B Engelhardt, D Mutz, ... SpaceOps 2000, 2000	245	2000
Protein molecular function prediction by Bayesian phylogenomics BE Engelhardt, MI Jordan, KE Muratore, SE Brenner PLoS computational biology 1 (5), e45, 2005	240	2005
A statin-dependent QTL for GATM expression is associated with statin-induced myopathy LM Mangravite, BE Engelhardt, MW Medina, JD Smith, CD Brown, ... Nature 502 (7471), 377-380, 2013	225	2013
Computational approaches to fMRI analysis JD Cohen, N Daw, B Engelhardt, U Hasson, K Li, Y Niv, KA Norman, ... Nature neuroscience 20 (3), 304-313, 2017	211	2017
A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units N Prasad, LF Cheng, C Chivers, M Draugelis, BE Engelhardt Uncertainty in Artificial Intelligence, 2017	195	2017
Predicting genome-wide DNA methylation using methylation marks, genomic position, and DNA regulatory elements W Zhang, TD Spector, P Deloukas, JT Bell, BE Engelhardt Genome Biology 16 (14), 2015	195	2015
Analysis of population structure: a unifying framework and novel methods based on sparse factor analysis BE Engelhardt, M Stephens PLoS genetics 6 (9), e1001117, 2010	192	2010
Meta-analysis of genome-wide association studies for extraversion: findings from the genetics of personality consortium SM Van den Berg, MHM de Moor, KJH Verweij, RF Krueger, M Luciano, ... Behavior genetics 46, 170-182, 2016	190	2016
Integrative modeling of eQTLs and cis-regulatory elements suggests mechanisms underlying cell type specificity of eQTLs CD Brown, LM Mangravite, BE Engelhardt PLoS genetics 9 (8), e1003649, 2013	187	2013
Co-expression networks reveal the tissue-specific regulation of transcription and splicing A Saha, Y Kim, ADH Gewirtz, B Jo, C Gao, IC McDowell, BE Engelhardt, ... Genome Research 27 (11), 1843-1858, 2017	160	2017

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