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
Automated ICD Coding using Extreme Multi-label Long Text Transformer-based Models
Leibo Liu, Oscar Perez-Concha, Anthony Nguyen +2
Background: Encouraged by the success of pretrained Transformer models in many natural language processing tasks, their use for International Classification of Diseases (ICD) codin…
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…
Empirical Analysis of Zipf's Law, Power Law, and Lognormal Distributions in Medical Discharge Reports
Juan C Quiroz, Liliana Laranjo, Catalin Tufanaru +4
Bayesian modelling and statistical text analysis rely on informed probability priors to encourage good solutions. This paper empirically analyses whether text in medical discharge…