Anthony N. Nguyen

87 papers A* 1A 1B 2C 1Misc 24Journal 37Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A scoping review of the governance of federated learning in healthcare. npj Digit. Medicine Rebekah Eden, Ignatius Chukwudi, Chris Bain, Sebastiano Barbieri, Leonie Callaway, Susan de Jersey, Yasmeen M. George, Alain-Dominique Gorse, Michael Lawley, Peter Marendy, Steven M. McPhail, Anthony N. Nguyen, Mahnaz Samadbeik, Clair Sullivan
2025	J	`jnl`	Comparing Text-Based Clinical Risk Prediction in Critical Care: A Note-Specific Hierarchical Network and Large Language Models. IEEE J. Biomed. Health Informatics Jinghui Liu, Anthony N. Nguyen, Daniel Capurro, Karin Verspoor
2025	J	`jnl`	Generating synthetic clinical text with local large language models to identify misdiagnosed limb fractures in radiology reports. Artif. Intell. Medicine Jinghui Liu, Bevan Koopman, Nathan J. Brown, Kevin Chu, Anthony N. Nguyen
2024	J	`jnl`	Analyzing pain patterns in the emergency department: Leveraging clinical text deep learning models for real-world insights. Int. J. Medical Informatics James A. Hughes, Yutong Wu, Lee Jones, Clint Douglas, Nathan J. Brown, Sarah Hazelwood, Anna-Lisa Lyrstedt, Rajeev Jarugula, Kevin Chu, Anthony N. Nguyen
2024	Misc	`conf`	Rephrasing Electronic Health Records for Pretraining Clinical Language Models. ALTA Jinghui Liu, Anthony N. Nguyen
2024	J	`jnl`	Rephrasing Electronic Health Records for Pretraining Clinical Language Models. CoRR Jinghui Liu, Anthony N. Nguyen
2024	—	`conf`	e-Health CSIRO at "Discharge Me!" 2024: Generating Discharge Summary Sections with Fine-tuned Language Models. BioNLP@ACL Jinghui Liu, Aaron Nicolson, Jason Dowling, Bevan Koopman, Anthony N. Nguyen
2024	J	`jnl`	e-Health CSIRO at "Discharge Me!" 2024: Generating Discharge Summary Sections with Fine-tuned Language Models. CoRR Jinghui Liu, Aaron Nicolson, Jason Dowling, Bevan Koopman, Anthony N. Nguyen
2024	—	`conf`	e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation. BioNLP@ACL Aaron Nicolson, Jinghui Liu, Jason Dowling, Anthony N. Nguyen, Bevan Koopman
2024	J	`jnl`	e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation. CoRR Aaron Nicolson, Jinghui Liu, Jason Dowling, Anthony N. Nguyen, Bevan Koopman
2023	J	`jnl`	Attention-based multimodal fusion with contrast for robust clinical prediction in the face of missing modalities. J. Biomed. Informatics Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor
2023	J	`jnl`	Automated ICD coding using extreme multi-label long text transformer-based models. Artif. Intell. Medicine Leibo Liu, Óscar Pérez Concha, Anthony N. Nguyen, Vicki Bennett, Louisa Jorm
2023	Misc	`conf`	Catching Misdiagnosed Limb Fractures in the Emergency Department Using Cross-institution Transfer Learning. ALTA Filip Rusak, Bevan Koopman, Nathan J. Brown, Kevin Chu, Jinghui Liu, Anthony N. Nguyen
2023	—	`conf`	Developing Robust Clinical Text Deep Learning Models - A "Painless" Approach. MedInfo Yutong Wu, James A. Hughes, Anna-Lisa Lyrstedt, Sarah Hazelwood, Nathan J. Brown, Lee Jones, Clint Douglas, Rajeev Jarugula, Kevin Chu, Anthony N. Nguyen
2023	Misc	`conf`	Enhancing Bacterial Infection Prediction in Critically Ill Patients by Integrating Clinical Text. ALTA Jinghui Liu, Anthony N. Nguyen
2023	J	`jnl`	Improving Text-based Early Prediction by Distillation from Privileged Time-Series Text. CoRR Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor
2023	—	`conf`	Uncovering Variations in Clinical Notes for NLP Modeling. MedInfo Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor
2022	J	`jnl`	"Note Bloat" impacts deep learning-based NLP models for clinical prediction tasks. J. Biomed. Informatics Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor
2022	J	`jnl`	Automated ICD Coding using Extreme Multi-label Long Text Transformer-based Models. CoRR Leibo Liu, Óscar Pérez Concha, Anthony N. Nguyen, Vicki Bennett, Louisa Jorm
2022	J	`jnl`	De-identifying Australian hospital discharge summaries: An end-to-end framework using ensemble of deep learning models. J. Biomed. Informatics Leibo Liu, Óscar Pérez Concha, Anthony N. Nguyen, Vicki Bennett, Louisa Jorm
2022	J	`jnl`	Hierarchical Label-wise Attention Transformer Model for Explainable ICD Coding. CoRR Leibo Liu, Óscar Pérez Concha, Anthony N. Nguyen, Vicki Bennett, Louisa Jorm
2022	J	`jnl`	Hierarchical label-wise attention transformer model for explainable ICD coding. J. Biomed. Informatics Leibo Liu, Óscar Pérez Concha, Anthony N. Nguyen, Vicki Bennett, Louisa Jorm
2022	Misc	`conf`	Improving Text-based Early Prediction by Distillation from Privileged Time-Series Text. ALTA Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor
2021	J	`jnl`	De-identifying Hospital Discharge Summaries: An End-to-End Framework using Ensemble of De-Identifiers. CoRR Leibo Liu, Óscar Pérez Concha, Anthony N. Nguyen, Vicki Bennett, Louisa Jorm
2021	J	`jnl`	Early prediction of diagnostic-related groups and estimation of hospital cost by processing clinical notes. npj Digit. Medicine Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor
2020	A*	`conf`	A Label Attention Model for ICD Coding from Clinical Text. IJCAI Thanh Vu, Dat Quoc Nguyen, Anthony N. Nguyen
2020	J	`jnl`	A Label Attention Model for ICD Coding from Clinical Text. CoRR Thanh Vu, Dat Quoc Nguyen, Anthony N. Nguyen
2020	J	`jnl`	Matching patients to clinical trials using semantically enriched document representation. J. Biomed. Informatics Hamed Hassanzadeh, Sarvnaz Karimi, Anthony N. Nguyen
2019	—	`conf`	A Decision Support System for Pathology Test Result Reviews in an Emergency Department to Support Patient Safety and Increase Efficiency. MedInfo Anthony N. Nguyen, Hamed Hassanzadeh, Yushi Zhang, John O'Dwyer, David Conlan, Michael Lawley, Jim Steel, Kylynn Loi, Peter Rizzo
2019	J	`jnl`	Extracting tumour prognostic factors from a diverse electronic record dataset in genito-urinary oncology. Int. J. Medical Informatics Richard Khor, Anthony N. Nguyen, John O'Dwyer, Gargi Kothari, Joseph Sia, David Chang, Sweet Ping Ng, Gillian Duchesne, Farshad Foroudi
2019	Misc	`conf`	Identifying Patients with Pain in Emergency Departments using Conventional Machine Learning and Deep Learning. ALTA Thanh Vu, Anthony N. Nguyen, Nathan J. Brown, James Hughes
2019	J	`jnl`	Quantifying semantic similarity of clinical evidence in the biomedical literature to facilitate related evidence synthesis. J. Biomed. Informatics Hamed Hassanzadeh, Anthony N. Nguyen, Karin Verspoor
2018	Misc	`conf`	Clinical Document Classification Using Labeled and Unlabeled Data Across Hospitals. AMIA Hamed Hassanzadeh, Mahnoosh Kholghi, Anthony N. Nguyen, Kevin Chu
2018	J	`jnl`	Clinical Document Classification Using Labeled and Unlabeled Data Across Hospitals. CoRR Hamed Hassanzadeh, Mahnoosh Kholghi, Anthony N. Nguyen, Kevin Chu
2018	Misc	`conf`	Computer-Assisted Diagnostic Coding: Effectiveness of an NLP-based approach using SNOMED CT to ICD-10 mappings. AMIA 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	Misc	`conf`	Extracting Cancer Mortality Statistics from Free-text Death Certificates: A View from the Trenches. ADCS Bevan Koopman, Anthony N. Nguyen, Danica Cossio, Mary-Jane Courage, Gary Francois
2018	J	`jnl`	Extracting cancer mortality statistics from death certificates: A hybrid machine learning and rule-based approach for common and rare cancers. Artif. Intell. Medicine Bevan Koopman, Guido Zuccon, Anthony N. Nguyen, Anton Bergheim, Narelle Grayson
2018	—	`conf`	Identifying Risk Factors For Heart Disease in Electronic Medical Records: A Deep Learning Approach. BioNLP Thanat Chokwijitkul, Anthony N. Nguyen, Hamed Hassanzadeh, Siegfried Perez
2018	—	`conf`	Improving Recurrent Neural Networks with Predictive Propagation for Sequence Labelling. ICONIP (1) Son N. Tran, Qing Zhang, Anthony N. Nguyen, Xuan-Son Vu, Ngo Tung Son
2018	—	`conf`	Knowledge-based Feature Engineering for Detecting Medication and Adverse Drug Events from Electronic Health Records. Medication and Adverse Drug Event Detection Duy-Hoa Ngo, Alejandro Metke-Jimenez, Anthony N. Nguyen
2018	J	`jnl`	Transferability of artificial neural networks for clinical document classification across hospitals: A case study on abnormality detection from radiology reports. J. Biomed. Informatics Hamed Hassanzadeh, Anthony N. Nguyen, Sarvnaz Karimi, Kevin Chu
2017	J	`jnl`	Active learning reduces annotation time for clinical concept extraction. Int. J. Medical Informatics Mahnoosh Kholghi, Laurianne Sitbon, Guido Zuccon, Anthony N. Nguyen
2017	—	`conf`	Automatic Diagnosis Coding of Radiology Reports: A Comparison of Deep Learning and Conventional Classification Methods. BioNLP Sarvnaz Karimi, Xiang Dai, Hamed Hassanzadeh, Anthony N. Nguyen
2017	J	`jnl`	Clinical information extraction using small data: An active learning approach based on sequence representations and word embeddings. J. Assoc. Inf. Sci. Technol. Mahnoosh Kholghi, Lance De Vine, Laurianne Sitbon, Guido Zuccon, Anthony N. Nguyen
2016	J	`jnl`	Active learning: a step towards automating medical concept extraction. J. Am. Medical Informatics Assoc. Mahnoosh Kholghi, Laurianne Sitbon, Guido Zuccon, Anthony N. Nguyen
2016	Misc	`conf`	Automated Cancer Registry Notifications: Validation of a Medical Text Analytics System for Identifying Patients with Cancer from a State-Wide Pathology Repository. AMIA Anthony N. Nguyen, Julie Moore, John O'Dwyer, Shoni Philpot
2016	Misc	`conf`	Evaluation of Medical Concept Annotation Systems on Clinical Records. ALTA Hamed Hassanzadeh, Anthony N. Nguyen, Bevan Koopman
2016	Misc	`conf`	The Benefits of Word Embeddings Features for Active Learning in Clinical Information Extraction. ALTA Mahnoosh Kholghi, Lance De Vine, Laurianne Sitbon, Guido Zuccon, Anthony N. Nguyen
2016	J	`jnl`	The benefits of word embeddings features for active learning in clinical information extraction. CoRR Mahnoosh Kholghi, Lance De Vine, Laurianne Sitbon, Guido Zuccon, Anthony N. Nguyen
2015	Misc	`conf`	Analysis of Word Embeddings and Sequence Features for Clinical Information Extraction. ALTA Lance De Vine, Mahnoosh Kholghi, Guido Zuccon, Laurianne Sitbon, Anthony N. Nguyen
2015	Misc	`conf`	Assessing the Utility of Automatic Cancer Registry Notifications Data Extraction from Free-Text Pathology Reports. AMIA Anthony N. Nguyen, Julie Moore, John O'Dwyer, Shoni Colquist
2015	Misc	`conf`	Automated Reconciliation of Radiology Reports and Discharge Summaries. AMIA Bevan Koopman, Guido Zuccon, Amol Wagholikar, Kevin Chu, John O'Dwyer, Anthony N. Nguyen, Gerben Keijzers
2015	J	`jnl`	Automatic ICD-10 classification of cancers from free-text death certificates. Int. J. Medical Informatics Bevan Koopman, Guido Zuccon, Anthony N. Nguyen, Anton Bergheim, Narelle Grayson
2015	J	`jnl`	Automatic classification of diseases from free-text death certificates for real-time surveillance. BMC Medical Informatics Decis. Mak. Bevan Koopman, Sarvnaz Karimi, Anthony N. Nguyen, Rhydwyn McGuire, David Muscatello, Madonna Kemp, Donna Truran, Ming Zhang, Sarah Thackway
2015	J	`jnl`	Automatic detection of tweets reporting cases of influenza like illnesses in Australia. Health Inf. Sci. Syst. Guido Zuccon, Sankalp Khanna, Anthony N. Nguyen, Justin R. Boyle, Matthew Hamlet, Mark A. Cameron
2015	—	`conf`	CADEminer: A System for Mining Consumer Reports on Adverse Drug Side Effects. ESAIR@CIKM Sarvnaz Karimi, Alejandro Metke-Jimenez, Anthony N. Nguyen
2015	A	`conf`	External Knowledge and Query Strategies in Active Learning: a Study in Clinical Information Extraction. CIKM Mahnoosh Kholghi, Laurianne Sitbon, Guido Zuccon, Anthony N. Nguyen
2015	—	`conf`	Oyster: A Tool for Fine-Grained Ontological Annotations in Free-Text. AIRS Hamed Tayebikhorami, Alejandro Metke-Jimenez, Anthony N. Nguyen, Guido Zuccon
2015	Misc	`conf`	Similarity Metrics for Clustering PubMed Abstracts for Evidence Based Medicine. ALTA Anthony N. Nguyen, Jane Hunter, Hamed Hassanzadeh, Diego Mollá, Tudor Groza
2015	—	`conf`	UQeResearch: Semantic Textual Similarity Quantification. SemEval@NAACL-HLT Hamed Hassanzadeh, Tudor Groza, Anthony N. Nguyen, Jane Hunter
2014	J	`jnl`	De-identification of health records using Anonym: Effectiveness and robustness across datasets. Artif. Intell. Medicine Guido Zuccon, Daniel Kotzur, Anthony N. Nguyen, Anton Bergheim
2014	Misc	`conf`	Factors Influencing Robustness and Effectiveness of Conditional Random Fields in Active Learning Frameworks. AusDM Mahnoosh Kholghi, Laurianne Sitbon, Guido Zuccon, Anthony N. Nguyen
2014	B	`conf`	Load Balancing for Imbalanced Data Sets: Classifying Scientific Artefacts for Evidence Based Medicine. PRICAI Hamed Hassanzadeh, Tudor Groza, Anthony N. Nguyen, Jane Hunter
2014	Misc	`conf`	Medical Free-Text to Concept Mapping as an Information Retrieval Problem. ADCS Shahin Mirhosseini, Guido Zuccon, Bevan Koopman, Anthony N. Nguyen, Michael Lawley
2013	Misc	`conf`	Efficient top-k retrieval with signatures. ADCS Timothy Chappell, Shlomo Geva, Anthony N. Nguyen, Guido Zuccon
2013	—	`conf`	Identify Disorders in Health Records using Conditional Random Fields and Metamap AEHRC at ShARe/CLEF 2013 eHealth Evaluation Lab Task 1. CLEF (Working Notes) Guido Zuccon, Alexander Holloway, Bevan Koopman, Anthony N. Nguyen
2013	—	`conf`	Retrieval of Health Advice on the Web AEHRC at ShARe/CLEF eHealth Evaluation Lab Task 3. CLEF (Working Notes) Guido Zuccon, Bevan Koopman, Anthony N. Nguyen
2013	—	`conf`	Towards a Visually Enhanced Medical Search Engine. AIH+CARE@AUS-AI Lavish Lalwani, Guido Zuccon, Mohamed A. Sharaf, Anthony N. Nguyen
2012	Misc	`conf`	Classification of pathology reports for cancer registry notifications. HIC Anthony N. Nguyen, Julie Moore, Guido Zuccon, Michael Lawley, Shoni Colquist
2012	—	`conf`	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. TREC Bevan Koopman, Guido Zuccon, Anthony N. Nguyen, Deanne Vickers, Luke Butt, Peter Bruza
2012	Misc	`conf`	Exploiting medical hierarchies for concept-based information retrieval. ADCS Guido Zuccon, Bevan Koopman, Anthony N. Nguyen, Deanne Vickers, Luke Butt
2012	Misc	`conf`	Semantic Judgement of Medical Concepts: Combining Syntagmatic and Paradigmatic Information with the Tensor Encoding Model. ALTA Michael Symonds, Guido Zuccon, Bevan Koopman, Peter Bruza, Anthony N. Nguyen
2012	Misc	`conf`	The impact of OCR accuracy on automated cancer classification of pathology reports. HIC Guido Zuccon, Anthony N. Nguyen, Anton Bergheim, Sandra Wickman, Narelle Grayson
2011	Misc	`conf`	Automatic Extraction of Cancer Characteristics from Free-Text Pathology Reports for Cancer Notifications. HIC Anthony N. Nguyen, Julie Moore, Michael Lawley, David P. Hansen, Shoni Colquist
2010	J	`jnl`	Symbolic rule-based classification of lung cancer stages from free-text pathology reports. J. Am. Medical Informatics Assoc. Anthony N. Nguyen, Michael Lawley, David P. Hansen, Rayleen V. Bowman, Belinda E. Clarke, Edwina E. Duhig, Shoni Colquist
2008	—	`conf`	Assuring Authenticity of Digital Mammograms by Image Watermarking. Digital Mammography / IWDM Anthony J. Maeder, Jason Dowling, Anthony N. Nguyen, Emma Brunton, Phuong Nguyen
2007	J	`jnl`	Application of Information Technology: Collection of Cancer Stage Data by Classifying Free-text Medical Reports. J. Am. Medical Informatics Assoc. Iain McCowan, Darren Moore, Anthony N. Nguyen, Rayleen V. Bowman, Belinda E. Clarke, Edwina E. Duhig, Mary-Jane Fry
2006	J	`jnl`	Gaze tracking for region of interest coding in JPEG 2000. Signal Process. Image Commun. Anthony N. Nguyen, Vinod Chandran, Sridha Sridharan
2005	—	`conf`	Integrating Text Retrieval and Image Retrieval in XML Document Searching. INEX Dian Tjondronegoro, Jinglan Zhang, Jinfeng Gu, Anthony N. Nguyen, Shlomo Geva
2005	Misc	`conf`	Object Recognition Using Stereo Vision and Higher Order Spectra. DICTA Chris McCool, Vinod Chandran, Anthony N. Nguyen, Sridha Sridharan
2004	J	`jnl`	Importance prioritisation in JPEG 2000 for improved interpretability. Signal Process. Image Commun. Anthony N. Nguyen, Vinod Chandran, Sridha Sridharan
2004	B	`conf`	Visual attention based roi maps from gaze tracking data. ICIP Anthony N. Nguyen, Vinod Chandran, Sridha Sridharan
2003	C	`conf`	Importance prioritization coding in JPEG2000 for interpretability with application to surveillance imagery. VCIP Anthony N. Nguyen, Vinod Chandran, Sridha Sridharan, Robert Prandolini
2003	J	`jnl`	Interpretability performance assessment of JPEG2000 and part 1 compliant region of interest coding. IEEE Trans. Consumer Electron. Anthony N. Nguyen, Vinod Chandran, Sridha Sridharan, Robert Prandolini
2002	—	`conf`	Progressive coding in JPEG2000 - improving content recognition performance using ROIs and importance maps. EUSIPCO Anthony N. Nguyen, Vinod Chandran, Sridha Sridharan, Robert Prandolini
2001	—	`conf`	Importance coding of still imagery based on importance maps of visually interpretable regions. ICIP (3) Anthony N. Nguyen, Vinod Chandran, Sridha Sridharan, Robert Prandolini
2001	—	`conf`	Importance coding of surveillance imagery for interpretability using quadtree dynamic importance maps. ISSPA Anthony N. Nguyen, Vinod Chandran, Sridha Sridharan, Robert Prandolini