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Zhaozhi Qian
Zhaozhi Qian
Verified email at cam.ac.uk
Title
Cited by
Cited by
Year
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 (9), 1779-1780, 2020
412020
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
272020
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
252020
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
202021
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
152020
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
152020
Clairvoyance: A Pipeline Toolkit for Medical Time Series.
D Jarrett, J Yoon, I Bica, Z Qian, A Ercole, M Schaar
OpenReview. net, 2021
122021
Ethnicity and outcomes of COVID-19 patients in England
AM Alaa, Z Qian, J Rashbass, KG Pinto, J Benger, M van der Schaar
NHS Digital, 2020
72020
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
52021
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
52021
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
52021
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
42021
D-CODE: Discovering Closed-form ODEs from Observed Trajectories
Z Qian, K Kacprzyk, M van der Schaar
International Conference on Learning Representations, 2021
22021
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
12021
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
2022
D-CIPHER: Discovery of Closed-form PDEs
K Kacprzyk, Z Qian, M van der Schaar
arXiv preprint arXiv:2206.10586, 2022
2022
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
2022
MARS: Assisting Human with Information Processing Tasks Using Machine Learning
C Shen, Z Qian, A Huyuk, M Van Der Schaar
ACM Transactions on Computing for Healthcare (HEALTH) 3 (2), 1-19, 2022
2022
Selecting Treatment Effects Models for Domain Adaptation Using Causal Knowledge
T Kyono, I Bica, Z Qian, M van der Schaar
arXiv preprint arXiv:2102.06271, 2021
2021
SyncTwin: Transparent Treatment Effect Estimation under Temporal Confounding
Z Qian, Y Zhang, I Bica, A Wood, M van der Schaar
2020
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