145 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- UNSW SydneyAU8 papers
- Australian e-Health Research CentreAU3 papers
- Australian Institute of Health and WelfareAU3 papers
- Commonwealth Scientific and Industrial Research OrganisationAU3 papers
- The University of SydneyAU2 papers
- Amsterdam UMC Location University of AmsterdamNL1 paper
- Cancer Center AmsterdamNL1 paper
- Concord Repatriation General HospitalAU1 paper
- HFR Freiburg KantonsspitalCH1 paper
- Institute of Cancer ResearchGB1 paper
- Macquarie UniversityAU1 paper
- Royal Marsden HospitalGB1 paper
3 papers · 1 filter
Assessing the effectiveness of empirical calibration under different bias scenarios
Hon Hwang, Juan C Quiroz, Blanca Gallego
Background: Estimations of causal effects from observational data are subject to various sources of bias. One method of adjusting for the residual biases in the estimation of a tre…
Causal inference for observational longitudinal studies using deep survival models
Jie Zhu, Blanca Gallego
Causal inference for observational longitudinal studies often requires the accurate estimation of treatment effects on time-to-event outcomes in the presence of time-dependent pati…
De-identifying Australian Hospital Discharge Summaries: An End-to-End Framework using Ensemble of Deep Learning Models
Leibo Liu, Oscar Perez-Concha, Anthony Nguyen +2
Electronic Medical Records (EMRs) contain clinical narrative text that is of great potential value to medical researchers. However, this information is mixed with Personally Identi…