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Anshul Kundaje
Anshul Kundaje
Associate Professor, Dept. of Genetics, Dept. of Computer Science, Stanford University
Geverifieerd e-mailadres voor stanford.edu - Homepage
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An integrated encyclopedia of DNA elements in the human genome
EP Consortium
Nature 489 (7414), 57–74, 2012
170482012
Integrative analysis of 111 reference human epigenomes
A Kundaje, W Meuleman, J Ernst, M Bilenky, A Yen, A Heravi-Moussavi, ...
Nature 518 (7539), 317-330, 2015
62392015
Learning important features through propagating activation differences
A Shrikumar, P Greenside, A Kundaje
International conference on machine learning, 3145-3153, 2017
5162*2017
ChIP-seq guidelines and practices of the ENCODE and modENCODE consortia
SG Landt, GK Marinov, A Kundaje, P Kheradpour, F Pauli, S Batzoglou, ...
Genome research 22 (9), 1813-1831, 2012
22842012
Opportunities and obstacles for deep learning in biology and medicine
T Ching, DS Himmelstein, BK Beaulieu-Jones, AA Kalinin, BT Do, ...
Journal of the royal society interface 15 (141), 20170387, 2018
21142018
An improved ATAC-seq protocol reduces background and enables interrogation of frozen tissues
MR Corces, AE Trevino, EG Hamilton, PG Greenside, ...
Nature methods 14 (10), 959-962, 2017
19782017
A comparative encyclopedia of DNA elements in the mouse genome
F Yue, Y Cheng, A Breschi, J Vierstra, W Wu, T Ryba, R Sandstrom, Z Ma, ...
Nature 515 (7527), 355-364, 2014
19602014
Architecture of the human regulatory network derived from ENCODE data
MB Gerstein, A Kundaje, M Hariharan, SG Landt, KK Yan, C Cheng, ...
Nature 489 (7414), 91-100, 2012
17022012
Wilds: A benchmark of in-the-wild distribution shifts
PW Koh, S Sagawa, H Marklund, SM Xie, M Zhang, A Balsubramani, ...
International conference on machine learning, 5637-5664, 2021
13552021
Expanded encyclopaedias of DNA elements in the human and mouse genomes
JE Moore, MJ Purcaro, HE Pratt, CB Epstein, N Shoresh, J Adrian, T Kawli, ...
Nature 583 (7818), 699-710, 2020
13532020
The ENCODE blacklist: identification of problematic regions of the genome
HM Amemiya, A Kundaje, AP Boyle
Scientific reports 9 (1), 9354, 2019
13322019
Lineage-specific and single-cell chromatin accessibility charts human hematopoiesis and leukemia evolution
MR Corces, JD Buenrostro, B Wu, PG Greenside, SM Chan, JL Koenig, ...
Nature genetics 48 (10), 1193-1203, 2016
11192016
Sequence features and chromatin structure around the genomic regions bound by 119 human transcription factors
J Wang, J Zhuang, S Iyer, XY Lin, TW Whitfield, MC Greven, BG Pierce, ...
Genome research 22 (9), 1798-1812, 2012
10672012
Linking disease associations with regulatory information in the human genome
MA Schaub, AP Boyle, A Kundaje, S Batzoglou, M Snyder
Genome research 22 (9), 1748-1759, 2012
8972012
Defining functional DNA elements in the human genome
M Kellis, B Wold, MP Snyder, BE Bernstein, A Kundaje, GK Marinov, ...
Proceedings of the National Academy of Sciences 111 (17), 6131-6138, 2014
8812014
A user's guide to the encyclopedia of DNA elements (ENCODE)
ENCODE Project Consortium
PLoS Biol 9 (4), e1001046, 2011
8662011
Opportunities and challenges for transcriptome-wide association studies
M Wainberg, N Sinnott-Armstrong, N Mancuso, AN Barbeira, DA Knowles, ...
Nature genetics 51 (4), 592-599, 2019
7442019
Fine mapping of type 1 diabetes susceptibility loci and evidence for colocalization of causal variants with lymphoid gene enhancers
S Onengut-Gumuscu, WM Chen, O Burren, NJ Cooper, AR Quinlan, ...
Nature genetics 47 (4), 381-386, 2015
7072015
A user's guide to the encyclopedia of DNA elements (ENCODE)
RM Myers, J Stamatoyannopoulos, M Snyder, I Dunham, RC Hardison, ...
PLoS biology 9 (4), 2011
6772011
Integrative annotation of chromatin elements from ENCODE data
MM Hoffman, J Ernst, SP Wilder, A Kundaje, RS Harris, M Libbrecht, ...
Nucleic acids research 41 (2), 827-841, 2013
6132013
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Artikelen 1–20