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Zhaozhi Qian
Zhaozhi Qian
Bestätigte E-Mail-Adresse bei cam.ac.uk
Titel
Zitiert von
Zitiert von
Jahr
Between-centre differences for COVID-19 ICU mortality from early data in England
Z Qian, AM Alaa, M van der Schaar, A Ercole
Intensive care medicine 46, 1779-1780, 2020
572020
Retrospective cohort study of admission timing and mortality following COVID-19 infection in England
A Alaa, Z Qian, J Rashbass, J Benger, M van der Schaar
BMJ open 10 (11), e042712, 2020
512020
Integrating expert ODEs into neural ODEs: pharmacology and disease progression
Z Qian, W Zame, L Fleuren, P Elbers, M van der Schaar
Advances in Neural Information Processing Systems 34, 11364-11383, 2021
452021
Unlabelled data improves bayesian uncertainty calibration under covariate shift
A Chan, A Alaa, Z Qian, M Van Der Schaar
International conference on machine learning, 1392-1402, 2020
412020
When and how to lift the lockdown? global covid-19 scenario analysis and policy assessment using compartmental gaussian processes
Z Qian, AM Alaa, M van der Schaar
Advances in Neural Information Processing Systems 33, 10729-10740, 2020
402020
Explaining latent representations with a corpus of examples
J Crabbé, Z Qian, F Imrie, M van der Schaar
Advances in Neural Information Processing Systems 34, 12154-12166, 2021
372021
CPAS: the UK’s national machine learning-based hospital capacity planning system for COVID-19
Z Qian, AM Alaa, M van der Schaar
Machine Learning 110 (1), 15-35, 2021
372021
Clairvoyance: A pipeline toolkit for medical time series
D Jarrett, J Yoon, I Bica, Z Qian, A Ercole, M van der Schaar
arXiv preprint arXiv:2310.18688, 2023
352023
Continuous-time modeling of counterfactual outcomes using neural controlled differential equations
N Seedat, F Imrie, A Bellot, Z Qian, M van der Schaar
arXiv preprint arXiv:2206.08311, 2022
332022
Membership inference attacks against synthetic data through overfitting detection
B van Breugel, H Sun, Z Qian, M van der Schaar
arXiv preprint arXiv:2302.12580, 2023
302023
Synctwin: Treatment effect estimation with longitudinal outcomes
Z Qian, Y Zhang, I Bica, A Wood, M van der Schaar
Advances in Neural Information Processing Systems 34, 3178-3190, 2021
232021
Learning dynamic and personalized comorbidity networks from event data using deep diffusion processes
Z Qian, A Alaa, A Bellot, M Schaar, J Rashbass
International Conference on Artificial Intelligence and Statistics, 3295-3305, 2020
222020
Causal deep learning
J Berrevoets, K Kacprzyk, Z Qian, M van der Schaar
arXiv preprint arXiv:2303.02186, 2023
202023
Neural laplace: Learning diverse classes of differential equations in the laplace domain
SI Holt, Z Qian, M van der Schaar
International Conference on Machine Learning, 8811-8832, 2022
202022
Deep generative symbolic regression
S Holt, Z Qian, M van der Schaar
arXiv preprint arXiv:2401.00282, 2023
192023
Synthcity: facilitating innovative use cases of synthetic data in different data modalities
Z Qian, BC Cebere, M van der Schaar
arXiv preprint arXiv:2301.07573, 2023
172023
Learning queueing policies for organ transplantation allocation using interpretable counterfactual survival analysis
J Berrevoets, A Alaa, Z Qian, J Jordon, AES Gimson, M Van Der Schaar
International Conference on Machine Learning, 792-802, 2021
172021
GOGGLE: Generative modelling for tabular data by learning relational structure
T Liu, Z Qian, J Berrevoets, M van der Schaar
The Eleventh International Conference on Learning Representations, 2022
152022
D-code: Discovering closed-form odes from observed trajectories
Z Qian, K Kacprzyk, M van der Schaar
International Conference on Learning Representations, 2022
142022
Estimating multi-cause treatment effects via single-cause perturbation
Z Qian, A Curth, M van der Schaar
Advances in Neural Information Processing Systems 34, 23754-23767, 2021
122021
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