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…
Predicting adverse outcomes following catheter ablation treatment for atrial fibrillation
Juan C. Quiroz, David Brieger, Louisa Jorm +3
Objective: To develop prognostic survival models for predicting adverse outcomes after catheter ablation treatment for non-valvular atrial fibrillation (AF). Methods: We used a lin…
Hierarchical Label-wise Attention Transformer Model for Explainable ICD Coding
Leibo Liu, Oscar Perez-Concha, Anthony Nguyen +2
International Classification of Diseases (ICD) coding plays an important role in systematically classifying morbidity and mortality data. In this study, we propose a hierarchical l…