Anna Goldenberg
Anna Goldenberg
Scientist, SickKids Research Institute; Assistant Professor Department of Computer Science, University of Toronto
Verified email at utoronto.ca - Homepage
Title
Cited by
Cited by
Year
A survey of statistical network models
A Goldenberg, AX Zheng, SE Fienberg, EM Airoldi
Foundations and Trends® in Machine Learning 2 (2), 129-233, 2010
7742010
Similarity network fusion for aggregating data types on a genomic scale
B Wang, AM Mezlini, F Demir, M Fiume, Z Tu, M Brudno, B Haibe-Kains, ...
Nature methods 11 (3), 333, 2014
6322014
Integrated genomic characterization of pancreatic ductal adenocarcinoma
BJ Raphael, RH Hruban, AJ Aguirre, RA Moffitt, JJ Yeh, C Stewart, ...
Cancer cell 32 (2), 185-203. e13, 2017
3522017
Intertumoral heterogeneity within medulloblastoma subgroups
FMG Cavalli, M Remke, L Rampasek, J Peacock, DJH Shih, B Luu, ...
Cancer cell 31 (6), 737-754. e6, 2017
2882017
Early statistical detection of anthrax outbreaks by tracking over-the-counter medication sales
A Goldenberg, G Shmueli, RA Caruana, SE Fienberg
Proceedings of the National Academy of Sciences 99 (8), 5237-5240, 2002
2552002
Tensorflow: Biology’s gateway to deep learning?
L Rampasek, A Goldenberg
Cell systems 2 (1), 12-14, 2016
1342016
iReckon: simultaneous isoform discovery and abundance estimation from RNA-seq data
AM Mezlini, EJM Smith, M Fiume, O Buske, GL Savich, S Shah, S Aparicio, ...
Genome research 23 (3), 519-529, 2013
1192013
Sensitive tumour detection and classification using plasma cell-free DNA methylomes
SY Shen, R Singhania, G Fehringer, A Chakravarthy, MHA Roehrl, ...
Nature 563 (7732), 579-583, 2018
992018
PharmacoGx: an R package for analysis of large pharmacogenomic datasets
P Smirnov, Z Safikhani, N El-Hachem, D Wang, A She, C Olsen, ...
Bioinformatics 32 (8), 1244-1246, 2016
932016
Tractable learning of large Bayes net structures from sparse data
A Goldenberg, A Moore
Proceedings of the twenty-first international conference on Machine learning, 44, 2004
742004
Subtyping: What it is and its role in precision medicine
S Saria, A Goldenberg
IEEE Intelligent Systems 30 (4), 70-75, 2015
622015
Crowdsourced assessment of common genetic contribution to predicting anti-TNF treatment response in rheumatoid arthritis
SK Sieberts, F Zhu, J García-García, E Stahl, A Pratap, G Pandey, ...
Nature communications 7 (1), 1-10, 2016
612016
Machine learning for integrating data in biology and medicine: Principles, practice, and opportunities
M Zitnik, F Nguyen, B Wang, J Leskovec, A Goldenberg, MM Hoffman
Information Fusion 50, 71-91, 2019
592019
A comparison of statistical and machine learning algorithms on the task of link completion
A Goldenberg, J Kubica, P Komarek, A Moore, J Schneider
KDD Workshop on Link Analysis for Detecting Complex Behavior, 8, 2003
472003
A comparison of statistical and machine learning algorithms on the task of link completion
A Goldenberg, J Kubica, P Komarek, A Moore, J Schneider
KDD Workshop on Link Analysis for Detecting Complex Behavior, 8, 2003
472003
Revisiting inconsistency in large pharmacogenomic studies
Z Safikhani, P Smirnov, M Freeman, N El-Hachem, A She, Q Rene, ...
F1000Research 5, 2016
422016
A probabilistic approach to explore human miRNA targetome by integrating miRNA-overexpression data and sequence information
Y Li, A Goldenberg, KC Wong, Z Zhang
Bioinformatics 30 (5), 621-628, 2014
352014
Do no harm: a roadmap for responsible machine learning for health care
J Wiens, S Saria, M Sendak, M Ghassemi, VX Liu, F Doshi-Velez, K Jung, ...
Nature medicine 25 (9), 1337-1340, 2019
292019
Bayes net graphs to understand co-authorship networks?
A Goldenberg, AW Moore
Proceedings of the 3rd international workshop on Link discovery, 1-8, 2005
282005
Sex-specific regulation of weight and puberty by the Lin28/let-7 axis
C Corre, G Shinoda, H Zhu, DL Cousminer, C Crossman, C Bellissimo, ...
The Journal of endocrinology 228 (3), 179, 2016
262016
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Articles 1–20