Anthony N. Nguyen
Orcid: 0000-0002-6215-6954
According to our database1,
Anthony N. Nguyen
authored at least 69 papers
between 2001 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2023
Artif. Intell. Medicine, October, 2023
Attention-based multimodal fusion with contrast for robust clinical prediction in the face of missing modalities.
J. Biomed. Informatics, September, 2023
Improving Text-based Early Prediction by Distillation from Privileged Time-Series Text.
CoRR, 2023
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Catching Misdiagnosed Limb Fractures in the Emergency Department Using Cross-institution Transfer Learning.
Proceedings of the 21st Annual Workshop of the Australasian Language Technology Association, 2023
2022
J. Biomed. Informatics, 2022
De-identifying Australian hospital discharge summaries: An end-to-end framework using ensemble of deep learning models.
J. Biomed. Informatics, 2022
J. Biomed. Informatics, 2022
2021
Early prediction of diagnostic-related groups and estimation of hospital cost by processing clinical notes.
npj Digit. Medicine, 2021
De-identifying Hospital Discharge Summaries: An End-to-End Framework using Ensemble of De-Identifiers.
CoRR, 2021
2020
Matching patients to clinical trials using semantically enriched document representation.
J. Biomed. Informatics, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
2019
Quantifying semantic similarity of clinical evidence in the biomedical literature to facilitate related evidence synthesis.
J. Biomed. Informatics, 2019
Extracting tumour prognostic factors from a diverse electronic record dataset in genito-urinary oncology.
Int. J. Medical Informatics, 2019
A Decision Support System for Pathology Test Result Reviews in an Emergency Department to Support Patient Safety and Increase Efficiency.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Identifying Patients with Pain in Emergency Departments using Conventional Machine Learning and Deep Learning.
Proceedings of the The 17th Annual Workshop of the Australasian Language Technology Association, 2019
2018
Transferability of artificial neural networks for clinical document classification across hospitals: A case study on abnormality detection from radiology reports.
J. Biomed. Informatics, 2018
Extracting cancer mortality statistics from death certificates: A hybrid machine learning and rule-based approach for common and rare cancers.
Artif. Intell. Medicine, 2018
Knowledge-based Feature Engineering for Detecting Medication and Adverse Drug Events from Electronic Health Records.
Proceedings of the 1st International Workshop on Medication and Adverse Drug Event Detection, 2018
Improving Recurrent Neural Networks with Predictive Propagation for Sequence Labelling.
Proceedings of the Neural Information Processing - 25th International Conference, 2018
Identifying Risk Factors For Heart Disease in Electronic Medical Records: A Deep Learning Approach.
Proceedings of the BioNLP 2018 workshop, Melbourne, Australia, July 19, 2018, 2018
Computer-Assisted Diagnostic Coding: Effectiveness of an NLP-based approach using SNOMED CT to ICD-10 mappings.
Proceedings of the AMIA 2018, 2018
Proceedings of the AMIA 2018, 2018
Extracting Cancer Mortality Statistics from Free-text Death Certificates: A View from the Trenches.
Proceedings of the 23rd Australasian Document Computing Symposium, 2018
2017
Clinical information extraction using small data: An active learning approach based on sequence representations and word embeddings.
J. Assoc. Inf. Sci. Technol., 2017
Int. J. Medical Informatics, 2017
Automatic Diagnosis Coding of Radiology Reports: A Comparison of Deep Learning and Conventional Classification Methods.
Proceedings of the BioNLP 2017, Vancouver, Canada, August 4, 2017, 2017
2016
J. Am. Medical Informatics Assoc., 2016
Automated Cancer Registry Notifications: Validation of a Medical Text Analytics System for Identifying Patients with Cancer from a State-Wide Pathology Repository.
Proceedings of the AMIA 2016, 2016
The Benefits of Word Embeddings Features for Active Learning in Clinical Information Extraction.
Proceedings of the Australasian Language Technology Association Workshop 2016, Melbourne, Australia, December 5, 2016
Proceedings of the Australasian Language Technology Association Workshop 2016, Melbourne, Australia, December 5, 2016
2015
Automatic classification of diseases from free-text death certificates for real-time surveillance.
BMC Medical Informatics Decis. Mak., 2015
Int. J. Medical Informatics, 2015
Automatic detection of tweets reporting cases of influenza like illnesses in Australia.
Health Inf. Sci. Syst., 2015
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015
External Knowledge and Query Strategies in Active Learning: a Study in Clinical Information Extraction.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
Proceedings of the Eighth Workshop on Exploiting Semantic Annotations in Information Retrieval, 2015
Assessing the Utility of Automatic Cancer Registry Notifications Data Extraction from Free-Text Pathology Reports.
Proceedings of the AMIA 2015, 2015
Proceedings of the AMIA 2015, 2015
Proceedings of the Information Retrieval Technology, 2015
Analysis of Word Embeddings and Sequence Features for Clinical Information Extraction.
Proceedings of the Australasian Language Technology Association Workshop, 2015
Proceedings of the Australasian Language Technology Association Workshop, 2015
2014
De-identification of health records using Anonym: Effectiveness and robustness across datasets.
Artif. Intell. Medicine, 2014
Load Balancing for Imbalanced Data Sets: Classifying Scientific Artefacts for Evidence Based Medicine.
Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014
Factors Influencing Robustness and Effectiveness of Conditional Random Fields in Active Learning Frameworks.
Proceedings of the Twelfth Australasian Data Mining Conference, AusDM 2014, Brisbane, 2014
Proceedings of the 2014 Australasian Document Computing Symposium, 2014
2013
Retrieval of Health Advice on the Web AEHRC at ShARe/CLEF eHealth Evaluation Lab Task 3.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013
Identify Disorders in Health Records using Conditional Random Fields and Metamap AEHRC at ShARe/CLEF 2013 eHealth Evaluation Lab Task 1.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013
Proceedings of the Third Australasian Workshop on Artificial Intelligence in Health (AIH 2013) and the Fourth International Workshop on Collaborative Agents, 2013
Proceedings of the Australasian Document Computing Symposium, 2013
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.
Proceedings of The Twenty-First Text REtrieval Conference, 2012
Proceedings of the Health Informatics: Building a Healthcare Future Through Trusted Information, 2012
Proceedings of the Health Informatics: Building a Healthcare Future Through Trusted Information, 2012
Proceedings of the Seventeenth Australasian Document Computing Symposium, 2012
Semantic Judgement of Medical Concepts: Combining Syntagmatic and Paradigmatic Information with the Tensor Encoding Model.
Proceedings of the Australasian Language Technology Association Workshop, 2012
2011
Automatic Extraction of Cancer Characteristics from Free-Text Pathology Reports for Cancer Notifications.
Proceedings of the Health Informatics: The Transformative Power of Innovation, 2011
2010
Symbolic rule-based classification of lung cancer stages from free-text pathology reports.
J. Am. Medical Informatics Assoc., 2010
2008
Proceedings of the Digital Mammography, 2008
2007
Application of Information Technology: Collection of Cancer Stage Data by Classifying Free-text Medical Reports.
J. Am. Medical Informatics Assoc., 2007
2006
Signal Process. Image Commun., 2006
2005
Proceedings of the Advances in XML Information Retrieval and Evaluation, 2005
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005
2004
Signal Process. Image Commun., 2004
Proceedings of the 2004 International Conference on Image Processing, 2004
2003
Interpretability performance assessment of JPEG2000 and part 1 compliant region of interest coding.
IEEE Trans. Consumer Electron., 2003
Importance prioritization coding in JPEG2000 for interpretability with application to surveillance imagery.
Proceedings of the Visual Communications and Image Processing 2003, 2003
2002
Progressive coding in JPEG2000 - improving content recognition performance using ROIs and importance maps.
Proceedings of the 11th European Signal Processing Conference, 2002
2001
Importance coding of surveillance imagery for interpretability using quadtree dynamic importance maps.
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001
Importance coding of still imagery based on importance maps of visually interpretable regions.
Proceedings of the 2001 International Conference on Image Processing, 2001