162 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Commonwealth Scientific and Industrial Research OrganisationAU12 papers
- UNSW SydneyAU5 papers
- Australian Institute of Health and WelfareAU3 papers
- Centre for Big Data Research in HealthAU3 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- CSIRO Health and BiosecurityAU3 papers
- Data61AU3 papers
- McGill UniversityCA2 papers
- Monash UniversityAU2 papers
- Oregon Health & Science UniversityUS2 papers
- University of FlorenceIT2 papers
- Vrije Universiteit AmsterdamNL2 papers
4 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…
A Label Attention Model for ICD Coding from Clinical Text
Thanh Vu, Dat Quoc Nguyen, Anthony Nguyen
ICD coding is a process of assigning the International Classification of Disease diagnosis codes to clinical/medical notes documented by health professionals (e.g. clinicians). Thi…
Clinical Document Classification Using Labeled and Unlabeled Data Across Hospitals
Hamed Hassanzadeh, Mahnoosh Kholghi, Anthony Nguyen +1
Reviewing radiology reports in emergency departments is an essential but laborious task. Timely follow-up of patients with abnormal cases in their radiology reports may dramaticall…