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Brendan Frey
Brendan Frey
Founder & CEO, Deep Genomics; Co-Founder, Vector Institute; Professor, University of Toronto
E-mailová adresa ověřena na: psi.toronto.edu - Domovská stránka
Název
Citace
Citace
Rok
Factor graphs and the sum-product algorithm
FR Kschischang, BJ Frey, HA Loeliger
IEEE Transactions on information theory 47 (2), 498-519, 2001
83202001
Clustering by passing messages between data points
BJ Frey, D Dueck
science 315 (5814), 972-976, 2007
78332007
Deep surveying of alternative splicing complexity in the human transcriptome by high-throughput sequencing
Q Pan, O Shai, LJ Lee, BJ Frey, BJ Blencowe
Nature genetics 40 (12), 1413-1415, 2008
42262008
Adversarial autoencoders
A Makhzani, J Shlens, N Jaitly, I Goodfellow, B Frey
arXiv preprint arXiv:1511.05644, 2015
30102015
Predicting the sequence specificities of DNA-and RNA-binding proteins by deep learning
B Alipanahi, A Delong, MT Weirauch, BJ Frey
Nature biotechnology 33 (8), 831-838, 2015
27402015
The" wake-sleep" algorithm for unsupervised neural networks
GE Hinton, P Dayan, BJ Frey, RM Neal
Science 268 (5214), 1158-1161, 1995
14971995
A compendium of RNA-binding motifs for decoding gene regulation
D Ray, H Kazan, KB Cook, MT Weirauch, HS Najafabadi, X Li, ...
Nature 499 (7457), 172-177, 2013
14332013
The human splicing code reveals new insights into the genetic determinants of disease
HY Xiong, B Alipanahi, LJ Lee, H Bretschneider, D Merico, RKC Yuen, ...
Science 347 (6218), 1254806, 2015
13342015
The evolutionary landscape of alternative splicing in vertebrate species
NL Barbosa-Morais, M Irimia, Q Pan, HY Xiong, S Gueroussov, LJ Lee, ...
Science 338 (6114), 1587-1593, 2012
10762012
Deciphering the splicing code
Y Barash, JA Calarco, W Gao, Q Pan, X Wang, O Shai, BJ Blencowe, ...
Nature 465 (7294), 53-59, 2010
10562010
Graphical models for machine learning and digital communication
BJ Frey
MIT press, 1998
8321998
Whole genome sequencing resource identifies 18 new candidate genes for autism spectrum disorder
RK C Yuen, D Merico, M Bookman, J L Howe, B Thiruvahindrapuram, ...
Nature neuroscience 20 (4), 602-611, 2017
7252017
Widespread intron retention in mammals functionally tunes transcriptomes
U Braunschweig, NL Barbosa-Morais, Q Pan, EN Nachman, B Alipanahi, ...
Genome research 24 (11), 1774-1786, 2014
6382014
Iterative decoding of compound codes by probability propagation in graphical models
FR Kschischang, BJ Frey
IEEE Journal on Selected Areas in Communications 16 (2), 219-230, 1998
5871998
Deep learning of the tissue-regulated splicing code
MKK Leung, HY Xiong, LJ Lee, BJ Frey
Bioinformatics 30 (12), i121-i129, 2014
5782014
Exploring the mode-of-action of bioactive compounds by chemical-genetic profiling in yeast
AB Parsons, A Lopez, IE Givoni, DE Williams, CA Gray, J Porter, G Chua, ...
Cell 126 (3), 611-625, 2006
5452006
Global survey of organ and organelle protein expression in mouse: combined proteomic and transcriptomic profiling
T Kislinger, B Cox, A Kannan, C Chung, P Hu, A Ignatchenko, MS Scott, ...
Cell 125 (1), 173-186, 2006
5402006
A revolution: Belief propagation in graphs with cycles
BJ Frey, D MacKay
Advances in neural information processing systems 10, 1997
4901997
Deep learning in biomedicine
M Wainberg, D Merico, A Delong, BJ Frey
Nature biotechnology 36 (9), 829-838, 2018
4822018
Using expression profiling data to identify human microRNA targets
JC Huang, T Babak, TW Corson, G Chua, S Khan, BL Gallie, TR Hughes, ...
Nature methods 4 (12), 1045-1049, 2007
4652007
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Články 1–20