Importance coding of still imagery based on importance maps of visually interpretable regions. - Anthony N. Nguyen; Vinod Chandran; Sridha Sridharan; Robert Prandolini (ICIP (3), 2001)

Importance coding of surveillance imagery for interpretability using quadtree dynamic importance maps. - Anthony N. Nguyen; Vinod Chandran; Sridha Sridharan; Robert Prandolini (ISSPA, 2001)

Progressive coding in JPEG2000 - improving content recognition performance using ROIs and importance maps. - Anthony N. Nguyen; Vinod Chandran; Sridha Sridharan; Robert Prandolini (EUSIPCO, 2002)

Importance prioritization coding in JPEG2000 for interpretability with application to surveillance imagery. - Anthony N. Nguyen; Vinod Chandran; Sridha Sridharan; Robert Prandolini (VCIP, 2003)

Interpretability performance assessment of JPEG2000 and part 1 compliant region of interest coding. - Anthony N. Nguyen; Vinod Chandran; Sridha Sridharan; Robert Prandolini (IEEE Trans. Consumer Electron., 2003)

Visual attention based roi maps from gaze tracking data. - Anthony N. Nguyen; Vinod Chandran; Sridha Sridharan (ICIP, 2004)

Importance prioritisation in JPEG 2000 for improved interpretability. - Anthony N. Nguyen; Vinod Chandran; Sridha Sridharan (Signal Process. Image Commun., 2004)

Object Recognition Using Stereo Vision and Higher Order Spectra. - Chris McCool; Vinod Chandran; Anthony N. Nguyen; Sridha Sridharan (DICTA, 2005)

Integrating Text Retrieval and Image Retrieval in XML Document Searching. - Dian Tjondronegoro; Jinglan Zhang; Jinfeng Gu; Anthony N. Nguyen; Shlomo Geva (INEX, 2005)

Gaze tracking for region of interest coding in JPEG 2000. - Anthony N. Nguyen; Vinod Chandran; Sridha Sridharan (Signal Process. Image Commun., 2006)

Application of Information Technology: Collection of Cancer Stage Data by Classifying Free-text Medical Reports. - Iain McCowan; Darren Moore; Anthony N. Nguyen; Rayleen V. Bowman; Belinda E. Clarke; Edwina E. Duhig; Mary-Jane Fry (J. Am. Medical Informatics Assoc., 2007)

Assuring Authenticity of Digital Mammograms by Image Watermarking. - Anthony J. Maeder; Jason Dowling; Anthony N. Nguyen; Emma Brunton; Phuong Nguyen (Digital Mammography / IWDM, 2008)

Symbolic rule-based classification of lung cancer stages from free-text pathology reports. - Anthony N. Nguyen; Michael Lawley; David P. Hansen; Rayleen V. Bowman; Belinda E. Clarke; Edwina E. Duhig; Shoni Colquist (J. Am. Medical Informatics Assoc., 2010)

Automatic Extraction of Cancer Characteristics from Free-Text Pathology Reports for Cancer Notifications. - Anthony N. Nguyen; Julie Moore; Michael Lawley; David P. Hansen; Shoni Colquist (HIC, 2011)

Semantic Judgement of Medical Concepts: Combining Syntagmatic and Paradigmatic Information with the Tensor Encoding Model. - Michael Symonds; Guido Zuccon; Bevan Koopman; Peter Bruza; Anthony N. Nguyen (ALTA, 2012)

Exploiting medical hierarchies for concept-based information retrieval. - Guido Zuccon; Bevan Koopman; Anthony N. Nguyen; Deanne Vickers; Luke Butt (ADCS, 2012)

Classification of pathology reports for cancer registry notifications. - Anthony N. Nguyen; Julie Moore; Guido Zuccon; Michael Lawley; Shoni Colquist (HIC, 2012)

The impact of OCR accuracy on automated cancer classification of pathology reports. - Guido Zuccon; Anthony N. Nguyen; Anton Bergheim; Sandra Wickman; Narelle Grayson (HIC, 2012)

Exploiting SNOMED CT Concepts & Relationships for Clinical Information Retrieval: Australian e-Health Research Centre and Queensland University of Technology at the TREC 2012 Medical Track. - Bevan Koopman; Guido Zuccon; Anthony N. Nguyen; Deanne Vickers; Luke Butt; Peter Bruza (TREC, 2012)

Efficient top-k retrieval with signatures. - Timothy Chappell; Shlomo Geva; Anthony N. Nguyen; Guido Zuccon (ADCS, 2013)

Towards a Visually Enhanced Medical Search Engine. - Lavish Lalwani; Guido Zuccon; Mohamed A. Sharaf; Anthony N. Nguyen (AIH+CARE@AUS-AI, 2013)

Identify Disorders in Health Records using Conditional Random Fields and Metamap AEHRC at ShARe/CLEF 2013 eHealth Evaluation Lab Task 1. - Guido Zuccon; Alexander Holloway; Bevan Koopman; Anthony N. Nguyen (CLEF (Working Notes), 2013)

Retrieval of Health Advice on the Web AEHRC at ShARe/CLEF eHealth Evaluation Lab Task 3. - Guido Zuccon; Bevan Koopman; Anthony N. Nguyen (CLEF (Working Notes), 2013)

Medical Free-Text to Concept Mapping as an Information Retrieval Problem. - Shahin Mirhosseini; Guido Zuccon; Bevan Koopman; Anthony N. Nguyen; Michael Lawley (ADCS, 2014)

Factors Influencing Robustness and Effectiveness of Conditional Random Fields in Active Learning Frameworks. - Mahnoosh Kholghi; Laurianne Sitbon; Guido Zuccon; Anthony N. Nguyen (AusDM, 2014)

Load Balancing for Imbalanced Data Sets: Classifying Scientific Artefacts for Evidence Based Medicine. - Hamed Hassanzadeh; Tudor Groza; Anthony N. Nguyen; Jane Hunter 001 (PRICAI, 2014)

De-identification of health records using Anonym: Effectiveness and robustness across datasets. - Guido Zuccon; Daniel Kotzur; Anthony N. Nguyen; Anton Bergheim (Artif. Intell. Medicine, 2014)

Similarity Metrics for Clustering PubMed Abstracts for Evidence Based Medicine. - Anthony N. Nguyen; Jane Hunter 001; Hamed Hassanzadeh; Diego Mollá; Tudor Groza (ALTA, 2015)

Analysis of Word Embeddings and Sequence Features for Clinical Information Extraction. - Lance De Vine; Mahnoosh Kholghi; Guido Zuccon; Laurianne Sitbon; Anthony N. Nguyen (ALTA, 2015)

Oyster: A Tool for Fine-Grained Ontological Annotations in Free-Text. - Hamed Tayebikhorami; Alejandro Metke-Jimenez; Anthony N. Nguyen; Guido Zuccon (AIRS, 2015)

Automated Reconciliation of Radiology Reports and Discharge Summaries. - Bevan Koopman; Guido Zuccon; Amol Wagholikar; Kevin Chu; John O'Dwyer; Anthony N. Nguyen; Gerben Keijzers (AMIA, 2015)

Assessing the Utility of Automatic Cancer Registry Notifications Data Extraction from Free-Text Pathology Reports. - Anthony N. Nguyen; Julie Moore; John O'Dwyer; Shoni Colquist (AMIA, 2015)

CADEminer: A System for Mining Consumer Reports on Adverse Drug Side Effects. - Sarvnaz Karimi; Alejandro Metke-Jimenez; Anthony N. Nguyen (ESAIR@CIKM, 2015)

External Knowledge and Query Strategies in Active Learning: a Study in Clinical Information Extraction. - Mahnoosh Kholghi; Laurianne Sitbon; Guido Zuccon; Anthony N. Nguyen (CIKM, 2015)

UQeResearch: Semantic Textual Similarity Quantification. - Hamed Hassanzadeh; Tudor Groza; Anthony N. Nguyen; Jane Hunter 001 (SemEval@NAACL-HLT, 2015)

Automatic detection of tweets reporting cases of influenza like illnesses in Australia. - Guido Zuccon; Sankalp Khanna; Anthony N. Nguyen; Justin R. Boyle; Matthew Hamlet; Mark A. Cameron (Health Inf. Sci. Syst., 2015)

Automatic ICD-10 classification of cancers from free-text death certificates. - Bevan Koopman; Guido Zuccon; Anthony N. Nguyen; Anton Bergheim; Narelle Grayson (Int. J. Medical Informatics, 2015)

Automatic classification of diseases from free-text death certificates for real-time surveillance. - Bevan Koopman; Sarvnaz Karimi; Anthony N. Nguyen; Rhydwyn McGuire; David Muscatello; Madonna Kemp; Donna Truran; Ming Zhang; Sarah Thackway (BMC Medical Informatics Decis. Mak., 2015)

Evaluation of Medical Concept Annotation Systems on Clinical Records. - Hamed Hassanzadeh; Anthony N. Nguyen; Bevan Koopman (ALTA, 2016)

The Benefits of Word Embeddings Features for Active Learning in Clinical Information Extraction. - Mahnoosh Kholghi; Lance De Vine; Laurianne Sitbon; Guido Zuccon; Anthony N. Nguyen (ALTA, 2016)

Automated Cancer Registry Notifications: Validation of a Medical Text Analytics System for Identifying Patients with Cancer from a State-Wide Pathology Repository. - Anthony N. Nguyen; Julie Moore; John O'Dwyer; Shoni Philpot (AMIA, 2016)

Active learning: a step towards automating medical concept extraction. - Mahnoosh Kholghi; Laurianne Sitbon; Guido Zuccon; Anthony N. Nguyen (J. Am. Medical Informatics Assoc., 2016)

Automatic Diagnosis Coding of Radiology Reports: A Comparison of Deep Learning and Conventional Classification Methods. - Sarvnaz Karimi; Xiang Dai; Hamed Hassanzadeh; Anthony N. Nguyen (BioNLP, 2017)

Active learning reduces annotation time for clinical concept extraction. - Mahnoosh Kholghi; Laurianne Sitbon; Guido Zuccon; Anthony N. Nguyen (Int. J. Medical Informatics, 2017)

Clinical information extraction using small data: An active learning approach based on sequence representations and word embeddings. - Mahnoosh Kholghi; Lance De Vine; Laurianne Sitbon; Guido Zuccon; Anthony N. Nguyen (J. Assoc. Inf. Sci. Technol., 2017)

Extracting Cancer Mortality Statistics from Free-text Death Certificates: A View from the Trenches. - Bevan Koopman; Anthony N. Nguyen; Danica Cossio; Mary-Jane Courage; Gary Francois (ADCS, 2018)

Clinical Document Classification Using Labeled and Unlabeled Data Across Hospitals. - Hamed Hassanzadeh; Mahnoosh Kholghi; Anthony N. Nguyen; Kevin Chu (AMIA, 2018)

Computer-Assisted Diagnostic Coding: Effectiveness of an NLP-based approach using SNOMED CT to ICD-10 mappings. - Anthony N. Nguyen; Donna L. Truran; Madonna Kemp; Bevan Koopman; David Conlan; John O'Dwyer; Ming Zhang; Sarvnaz Karimi; Hamed Hassanzadeh; Michael Lawley; Damian J. Green (AMIA, 2018)

Identifying Risk Factors For Heart Disease in Electronic Medical Records: A Deep Learning Approach. - Thanat Chokwijitkul; Anthony N. Nguyen; Hamed Hassanzadeh; Siegfried Perez (BioNLP, 2018)

Improving Recurrent Neural Networks with Predictive Propagation for Sequence Labelling. - Son N. Tran; Qing Zhang 001; Anthony N. Nguyen; Xuan-Son Vu; Ngo Tung Son (ICONIP (1), 2018)

Knowledge-based Feature Engineering for Detecting Medication and Adverse Drug Events from Electronic Health Records. - Duy-Hoa Ngo; Alejandro Metke-Jimenez; Anthony N. Nguyen (Medication and Adverse Drug Event Detection, 2018)

Extracting cancer mortality statistics from death certificates: A hybrid machine learning and rule-based approach for common and rare cancers. - Bevan Koopman; Guido Zuccon; Anthony N. Nguyen; Anton Bergheim; Narelle Grayson (Artif. Intell. Medicine, 2018)

Transferability of artificial neural networks for clinical document classification across hospitals: A case study on abnormality detection from radiology reports. - Hamed Hassanzadeh; Anthony N. Nguyen; Sarvnaz Karimi; Kevin Chu (J. Biomed. Informatics, 2018)

Identifying Patients with Pain in Emergency Departments using Conventional Machine Learning and Deep Learning. - Thanh Vu; Anthony N. Nguyen; Nathan J. Brown; James Hughes (ALTA, 2019)

A Decision Support System for Pathology Test Result Reviews in an Emergency Department to Support Patient Safety and Increase Efficiency. - Anthony N. Nguyen; Hamed Hassanzadeh; Yushi Zhang; John O'Dwyer; David Conlan; Michael Lawley; Jim Steel; Kylynn Loi; Peter Rizzo (MedInfo, 2019)

Extracting tumour prognostic factors from a diverse electronic record dataset in genito-urinary oncology. - Richard Khor; Anthony N. Nguyen; John O'Dwyer; Gargi Kothari; Joseph Sia; David Chang; Sweet Ping Ng; Gillian Duchesne; Farshad Foroudi (Int. J. Medical Informatics, 2019)

Quantifying semantic similarity of clinical evidence in the biomedical literature to facilitate related evidence synthesis. - Hamed Hassanzadeh; Anthony N. Nguyen; Karin Verspoor (J. Biomed. Informatics, 2019)

A Label Attention Model for ICD Coding from Clinical Text. - Thanh Vu; Dat Quoc Nguyen; Anthony N. Nguyen (IJCAI, 2020)

Matching patients to clinical trials using semantically enriched document representation. - Hamed Hassanzadeh; Sarvnaz Karimi; Anthony N. Nguyen (J. Biomed. Informatics, 2020)

De-identifying Hospital Discharge Summaries: An End-to-End Framework using Ensemble of De-Identifiers. - Leibo Liu; Óscar Pérez Concha; Anthony N. Nguyen; Vicki Bennett; Louisa Jorm (CoRR, 2021)

Early prediction of diagnostic-related groups and estimation of hospital cost by processing clinical notes. - Jinghui Liu; Daniel Capurro; Anthony N. Nguyen; Karin Verspoor (npj Digit. Medicine, 2021)

Improving Text-based Early Prediction by Distillation from Privileged Time-Series Text. - Jinghui Liu; Daniel Capurro; Anthony N. Nguyen; Karin Verspoor (ALTA, 2022)

Hierarchical label-wise attention transformer model for explainable ICD coding. - Leibo Liu; Óscar Pérez Concha; Anthony N. Nguyen; Vicki Bennett; Louisa Jorm (J. Biomed. Informatics, 2022)

De-identifying Australian hospital discharge summaries: An end-to-end framework using ensemble of deep learning models. - Leibo Liu; Óscar Pérez Concha; Anthony N. Nguyen; Vicki Bennett; Louisa Jorm (J. Biomed. Informatics, 2022)

"Note Bloat" impacts deep learning-based NLP models for clinical prediction tasks. - Jinghui Liu; Daniel Capurro; Anthony N. Nguyen; Karin Verspoor (J. Biomed. Informatics, 2022)

Enhancing Bacterial Infection Prediction in Critically Ill Patients by Integrating Clinical Text. - Jinghui Liu; Anthony N. Nguyen (ALTA, 2023)

Catching Misdiagnosed Limb Fractures in the Emergency Department Using Cross-institution Transfer Learning. - Filip Rusak; Bevan Koopman; Nathan J. Brown; Kevin Chu; Jinghui Liu; Anthony N. Nguyen (ALTA, 2023)

Uncovering Variations in Clinical Notes for NLP Modeling. - Jinghui Liu; Daniel Capurro; Anthony N. Nguyen; Karin Verspoor (MedInfo, 2023)

Developing Robust Clinical Text Deep Learning Models - A "Painless" Approach. - Yutong Wu 001; James A. Hughes; Anna-Lisa Lyrstedt; Sarah Hazelwood; Nathan J. Brown; Lee Jones; Clint Douglas; Rajeev Jarugula; Kevin Chu; Anthony N. Nguyen (MedInfo, 2023)

Attention-based multimodal fusion with contrast for robust clinical prediction in the face of missing modalities. - Jinghui Liu; Daniel Capurro; Anthony N. Nguyen; Karin Verspoor (J. Biomed. Informatics, 2023)

Automated ICD coding using extreme multi-label long text transformer-based models. - Leibo Liu; Óscar Pérez Concha; Anthony N. Nguyen; Vicki Bennett; Louisa Jorm (Artif. Intell. Medicine, 2023)

Rephrasing Electronic Health Records for Pretraining Clinical Language Models. - Jinghui Liu; Anthony N. Nguyen (ALTA, 2024)

e-Health CSIRO at "Discharge Me!" 2024: Generating Discharge Summary Sections with Fine-tuned Language Models. - Jinghui Liu; Aaron Nicolson; Jason Dowling; Bevan Koopman; Anthony N. Nguyen (BioNLP@ACL, 2024)

e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation. - Aaron Nicolson; Jinghui Liu; Jason Dowling; Anthony N. Nguyen; Bevan Koopman (BioNLP@ACL, 2024)

Analyzing pain patterns in the emergency department: Leveraging clinical text deep learning models for real-world insights. - James A. Hughes; Yutong Wu 001; Lee Jones; Clint Douglas; Nathan J. Brown; Sarah Hazelwood; Anna-Lisa Lyrstedt; Rajeev Jarugula; Kevin Chu; Anthony N. Nguyen (Int. J. Medical Informatics, 2024)

Generating synthetic clinical text with local large language models to identify misdiagnosed limb fractures in radiology reports. - Jinghui Liu; Bevan Koopman; Nathan J. Brown; Kevin Chu; Anthony N. Nguyen (Artif. Intell. Medicine, 2025)

A scoping review of the governance of federated learning in healthcare. - Rebekah Eden; Ignatius Chukwudi; Chris Bain; Sebastiano Barbieri; Leonie Callaway; Susan de Jersey; Yasmeen George; Alain-Dominique Gorse; Michael Lawley; Peter Marendy; Steven M. McPhail; Anthony N. Nguyen; et al. (npj Digit. Medicine, 2025)