Ioana Bica
Ioana Bica
PhD Student, University of Oxford, The Alan Turing Institute
Verified email at eng.ox.ac.uk
Title
Cited by
Cited by
Year
Ethnic and regional variations in hospital mortality from COVID-19 in Brazil: a cross-sectional observational study
P Baqui, I Bica, V Marra, A Ercole, M van Der Schaar
The Lancet Global Health 8 (8), e1018-e1026, 2020
332020
Estimating Counterfactual Treatment Outcomes over Time Through Adversarially Balanced Representations
I Bica, AM Alaa, J Jordon, M van der Schaar
International Conference on Learning Representations (ICLR), 2020
82020
Multi-omics data integration using cross-modal neural networks
I Bica, P Velickovic, H Xiao, P Lio
ESANN, 2018
52018
From real‐world patient data to individualized treatment effects using machine learning: Current and future methods to address underlying challenges
I Bica, AM Alaa, C Lambert, M van der Schaar
Clinical Pharmacology & Therapeutics, 2020
32020
Estimating the Effects of Continuous-valued Interventions using Generative Adversarial Networks
I Bica, J Jordon, M van der Schaar
arXiv preprint arXiv:2002.12326, 2020
32020
Time Series Deconfounder: Estimating Treatment Effects over Time in the Presence of Hidden Confounders
I Bica, AM Alaa, M van der Schaar
International Conference on Machine Learning (ICML), 2020
32020
Unsupervised generative and graph representation learning for modelling cell differentiation
I Bica, H Andrs-Terr, A Cvejic, P Li
Nature Scientific Reports, 2019
12019
Machine learning for clinical trials in the era of COVID-19
WR Zame, I Bica, C Shen, A Curth, HS Lee, S Bailey, J Weatherall, ...
Statistics in Biopharmaceutical Research, 1-12, 2020
2020
Batch Inverse Reinforcement Learning Using Counterfactuals for Understanding Decision Making
I Bica, D Jarrett, A Hyk, M van der Schaar
arXiv preprint arXiv:2007.13531, 2020
2020
Strictly Batch Imitation Learning by Energy-based Distribution Matching
D Jarrett, I Bica, M van der Schaar
arXiv preprint arXiv:2006.14154, 2020
2020
AutoML Pipeline for Medical Time Series
D Jarrett, J Yoon, I Bica, Z Qian, A Ercole, M van der Schaar
2020
Individualised Dose-Response Estimation using Generative Adversarial Nets
I Bica, J Jordon, M van der Schaar
2019
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Articles 1–12