Zhaozhi Qian

Publications

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,

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 medicine

(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

– 37th International Conference on Machine Learning, ICML 2020

(2020)

PartF168147-2,

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