skip to content

Faculty of Mathematics

 

Publications

Selecting Treatment Effects Models for Domain Adaptation Using Causal Knowledge
T Kyono, I Bica, Z Qian, M Van Der Schaar
– ACM Transactions on Computing for Healthcare
(2023)
4,
1
Structured machine learning for dynamical systems in healthcare
Z Qian
(2022)
Clairvoyance: A Pipeline Toolkit for Medical Time Series.
D Jarrett, J Yoon, I Bica, Z Qian, A Ercole, M van der Schaar
(2021)
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
(2020)
110,
15
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
(2020)
10,
e042712
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 Med
(2020)
46,
1779
Between-centre differences for COVID-19 ICU mortality from early data in England
Z Qian, A Alaa, M van der Schaar, A Ercole
(2020)
Unlabelled data improves bayesian uncertainty calibration under covariate shift
AJ Chan, AM Alaa, Z Qian, M Van Der Schaar
– INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 119
(2020)
PartF168147-2,
1369

Research Group

Machine Learning and Artificial Intelligence

Room

G0.16