Yulia Rubanova
Title
Cited by
Cited by
Year
Neural ordinary differential equations
RTQ Chen, Y Rubanova, J Bettencourt, D Duvenaud
arXiv preprint arXiv:1806.07366, 2018
11182018
The evolutionary history of 2,658 cancers
M Gerstung, C Jolly, I Leshchiner, SC Dentro, S Gonzalez, D Rosebrock, ...
Nature 578 (7793), 122-128, 2020
2732020
The evolutionary landscape of localized prostate cancers drives clinical aggression
SMG Espiritu, LY Liu, Y Rubanova, V Bhandari, EM Holgersen, LM Szyca, ...
Cell 173 (4), 1003-1013. e15, 2018
1252018
Latent ordinary differential equations for irregularly-sampled time series
Y Rubanova, RTQ Chen, D Duvenaud
942019
Latent odes for irregularly-sampled time series
Y Rubanova, RTQ Chen, D Duvenaud
arXiv preprint arXiv:1907.03907, 2019
632019
Portraits of genetic intra-tumour heterogeneity and subclonal selection across cancer types
SC Dentro, I Leshchiner, K Haase, M Tarabichi, J Wintersinger, ...
BioRxiv, 312041, 2018
36*2018
Reconstructing evolutionary trajectories of mutation signature activities in cancer using TrackSig
Y Rubanova, R Shi, CF Harrigan, R Li, J Wintersinger, N Sahin, ...
Nature communications 11 (1), 1-12, 2020
17*2020
Characterizing genetic intra-tumor heterogeneity across 2,658 human cancer genomes
SC Dentro, I Leshchiner, K Haase, M Tarabichi, J Wintersinger, ...
Cell, 2021
62021
Amortized bayesian optimization over discrete spaces
Y Rubanova, D Dohan, K Swersky, K Murphy
Conference on Uncertainty in Artificial Intelligence, 769-778, 2020
3*2020
Pan-cancer analysis of whole genomes.
S Hirano, L Yang, M Juul, CA Purdie, BP O'Neill, R Kabbe, ...
Nature 578 (DKFZ-2020-01051), 82-93, 2020
32020
Portraits of genetic intra-tumour heterogeneity and subclonal selection across cancer types. bioRxiv (2018)
SC Dentro, I Leshchiner, K Haase, M Tarabichi, J Wintersinger, ...
URL https://www. biorxiv. org/content/10.1101/312041v4, 0
3
TrackSigFreq: subclonal reconstructions based on mutation signatures and allele frequencies
CF Harrigan, Y Rubanova, Q Morris, A Selega
PACIFIC SYMPOSIUM ON BIOCOMPUTING 2020, 238-249, 2019
22019
Retrospective evaluation of whole exome and genome mutation calls in 746 cancer samples
WU Meyerson, LJ Dursi, LB Wang, G Dong, WW Liang, A Weerasinghe, ...
Nature Publishing Group UK, 2020
2020
Sex differences in oncogenic mutational processes
SD Prokopec, RX Sun, F Yousif, N Schmitz, F Al-Shahrour, G Atwal, ...
Nature Publishing Group UK, 2020
2020
Continuous-time latent-variable models for time series
Y Rubanova
2020
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Articles 1–15