| 2020 | IJCAI | A Label Attention Model for ICD Coding from Clinical Text. | Thanh Vu, Dat Quoc Nguyen, Anthony N. Nguyen |
| 2018 | ADCS | 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 |
| 2018 | AMIA | Clinical Document Classification Using Labeled and Unlabeled Data Across Hospitals. | Hamed Hassanzadeh, Mahnoosh Kholghi, Anthony N. Nguyen, Kevin Chu |
| 2018 | AMIA | 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 |
| 2018 | ICONIP | Improving Recurrent Neural Networks with Predictive Propagation for Sequence Labelling. | Son N. Tran, Qing Zhang, Anthony N. Nguyen, Xuan-Son Vu, Ngo Tung Son |
| 2016 | AMIA | 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 |
| 2015 | AMIA | Automated Reconciliation of Radiology Reports and Discharge Summaries. | Bevan Koopman, Guido Zuccon, Amol Wagholikar, Kevin Chu, John O'Dwyer, Anthony N. Nguyen, Gerben Keijzers |
| 2015 | AMIA | 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 |
| 2015 | CIKM | CADEminer: A System for Mining Consumer Reports on Adverse Drug Side Effects. | Sarvnaz Karimi, Alejandro Metke-Jimenez, Anthony N. Nguyen |
| 2015 | CIKM | External Knowledge and Query Strategies in Active Learning: a Study in Clinical Information Extraction. | Mahnoosh Kholghi, Laurianne Sitbon, Guido Zuccon, Anthony N. Nguyen |
| 2014 | ADCS | Medical Free-Text to Concept Mapping as an Information Retrieval Problem. | Shahin Mirhosseini, Guido Zuccon, Bevan Koopman, Anthony N. Nguyen, Michael Lawley |
| 2014 | AusDM | Factors Influencing Robustness and Effectiveness of Conditional Random Fields in Active Learning Frameworks. | Mahnoosh Kholghi, Laurianne Sitbon, Guido Zuccon, Anthony N. Nguyen |
| 2014 | PRICAI | Load Balancing for Imbalanced Data Sets: Classifying Scientific Artefacts for Evidence Based Medicine. | Hamed Hassanzadeh, Tudor Groza, Anthony N. Nguyen, Jane Hunter |
| 2013 | ADCS | Efficient top-k retrieval with signatures. | Timothy Chappell, Shlomo Geva, Anthony N. Nguyen, Guido Zuccon |
| 2012 | ADCS | Exploiting medical hierarchies for concept-based information retrieval. | Guido Zuccon, Bevan Koopman, Anthony N. Nguyen, Deanne Vickers, Luke Butt |
| 2012 | HIC | Classification of pathology reports for cancer registry notifications. | Anthony N. Nguyen, Julie Moore, Guido Zuccon, Michael Lawley, Shoni Colquist |
| 2012 | HIC | The impact of OCR accuracy on automated cancer classification of pathology reports. | Guido Zuccon, Anthony N. Nguyen, Anton Bergheim, Sandra Wickman, Narelle Grayson |
| 2011 | HIC | 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 |
| 2005 | DICTA | Object Recognition Using Stereo Vision and Higher Order Spectra. | Chris McCool, Vinod Chandran, Anthony N. Nguyen, Sridha Sridharan |
| 2004 | ICIP | Visual attention based roi maps from gaze tracking data. | Anthony N. Nguyen, Vinod Chandran, Sridha Sridharan |
| 2003 | VCIP | Importance prioritization coding in JPEG2000 for interpretability with application to surveillance imagery. | Anthony N. Nguyen, Vinod Chandran, Sridha Sridharan, Robert Prandolini |
| 2001 | ICIP | Importance coding of still imagery based on importance maps of visually interpretable regions. | Anthony N. Nguyen, Vinod Chandran, Sridha Sridharan, Robert Prandolini |