Anthony N. Nguyen

发表

Progressive coding in JPEG2000 - improving content recognition performance using ROIs and importance maps

Sridha Sridharan, Anthony N. Nguyen, Vinod Chandran, 2002, 2002 11th European Signal Processing Conference.

Symbolic rule-based classification of lung cancer stages from free-text pathology reports

Anthony N. Nguyen, Michael Lawley, David P. Hansen, 2010, J. Am. Medical Informatics Assoc..

Simulation of an Artificial Cardiac Pacemaker * BENG 122 A : Biosystem and Controls

Anthony N. Nguyen, Aaron Pin Chien Ong, Michael Nacinopa, 2016 .

Importance prioritization coding in JPEG2000 for interpretability with application to surveillance imagery

Sridha Sridharan, Anthony N. Nguyen, Vinod Chandran, 2003, Visual Communications and Image Processing.

De-identification of health records using Anonym: Effectiveness and robustness across datasets

Anthony N. Nguyen, Guido Zuccon, Daniel Kotzur, 2014, Artif. Intell. Medicine.

Extracting Cancer Mortality Statistics from Free-text Death Certificates: A View from the Trenches

Anthony N. Nguyen, Bevan Koopman, Danica Cossio, 2018, ADCS.

Integrating Text Retrieval and Image Retrieval in XML Document Searching

Anthony N. Nguyen, Shlomo Geva, Jinglan Zhang, 2005, INEX.

Factors Influencing Robustness and Effectiveness of Conditional Random Fields in Active Learning Frameworks

Anthony N. Nguyen, Guido Zuccon, Laurianne Sitbon, 2014, AusDM.

Jane Hunter, Tudor Groza, Anthony N. Nguyen, 2015, ALTA.

Load Balancing for Imbalanced Data Sets: Classifying Scientific Artefacts for Evidence Based Medicine

Jane Hunter, Tudor Groza, Anthony N. Nguyen, 2014, PRICAI.

Analysis of Word Embeddings and Sequence Features for Clinical Information Extraction

Anthony N. Nguyen, Guido Zuccon, Laurianne Sitbon, 2015, ALTA.

Importance prioritisation in JPEG 2000 for improved interpretability

Sridha Sridharan, Anthony N. Nguyen, Vinod Chandran, 2004, Signal Process. Image Commun..

Automatic Extraction of Cancer Characteristics from Free-Text Pathology Reports for Cancer Notifications

Anthony N. Nguyen, Michael Lawley, David P. Hansen, 2011, HIC.

Clinical information extraction using small data: An active learning approach based on sequence representations and word embeddings

Anthony N. Nguyen, Guido Zuccon, Laurianne Sitbon, 2017, J. Assoc. Inf. Sci. Technol..

Identifying Risk Factors For Heart Disease in Electronic Medical Records: A Deep Learning Approach

Anthony N. Nguyen, Hamed Hassanzadeh, Thanat Chokwijitkul, 2018, BioNLP.

External Knowledge and Query Strategies in Active Learning: a Study in Clinical Information Extraction

Anthony N. Nguyen, Guido Zuccon, Laurianne Sitbon, 2015, CIKM.

Transferability of artificial neural networks for clinical document classification across hospitals: A case study on abnormality detection from radiology reports

Anthony N. Nguyen, Sarvnaz Karimi, Hamed Hassanzadeh, 2018, J. Biomed. Informatics.

Towards a Visually Enhanced Medical Search Engine

Anthony N. Nguyen, Guido Zuccon, Mohamed Sharaf, 2013, AIH+CARE@AUS-AI.

Clinical Document Classification Using Labeled and Unlabeled Data Across Hospitals

Anthony N. Nguyen, Mahnoosh Kholghi, Hamed Hassanzadeh, 2018, AMIA.

Extracting tumour prognostic factors from a diverse electronic record dataset in genito-urinary oncology

John O'Dwyer, Anthony N. Nguyen, David Chang, 2019, Int. J. Medical Informatics.

Importance coding of surveillance imagery for interpretability using quadtree dynamic importance maps

Sridha Sridharan, Anthony N. Nguyen, Vinod Chandran, 2001, Proceedings of the Sixth International Symposium on Signal Processing and its Applications (Cat.No.01EX467).

Classification of pathology reports for cancer registry notifications

Anthony N. Nguyen, Guido Zuccon, Michael Lawley, 2012, HIC.

Gaze tracking for region of interest coding in JPEG 2000

Sridha Sridharan, Anthony N. Nguyen, Vinod Chandran, 2006, Signal Process. Image Commun..

Interpretability performance assessment of JPEG2000 and part 1 compliant region of interest coding

Sridha Sridharan, Anthony N. Nguyen, Vinod Chandran, 2003, IEEE Trans. Consumer Electron..

A Decision Support System for Pathology Test Result Reviews in an Emergency Department to Support Patient Safety and Increase Efficiency

Anthony N. Nguyen, Michael Lawley, Jim Steel, 2019, MedInfo.

Semantic Judgement of Medical Concepts: Combining Syntagmatic and Paradigmatic Information with the Tensor Encoding Model

Anthony N. Nguyen, Guido Zuccon, Peter Bruza, 2012, ALTA.

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

Anthony N. Nguyen, Guido Zuccon, Peter Bruza, 2012, TREC.

Improving Recurrent Neural Networks with Predictive Propagation for Sequence Labelling

Anthony N. Nguyen, Qing Zhang, Xuan-Son Vu, 2018, ICONIP.

Extracting cancer mortality statistics from death certificates: A hybrid machine learning and rule-based approach for common and rare cancers

Anthony N. Nguyen, Guido Zuccon, Bevan Koopman, 2018, Artif. Intell. Medicine.

Computer-Assisted Diagnostic Coding: Effectiveness of an NLP-based approach using SNOMED CT to ICD-10 mappings

Anthony N. Nguyen, Sarvnaz Karimi, Michael Lawley, 2018, AMIA.

The impact of OCR accuracy on automated cancer classification of pathology reports

Anthony N. Nguyen, Guido Zuccon, Anton Bergheim, 2012, HIC.

Retrieval of Health Advice on the Web AEHRC at ShARe/CLEF eHealth Evaluation Lab Task 3

Anthony N. Nguyen, Guido Zuccon, Bevan Koopman, 2013, CLEF.

CADEminer: A System for Mining Consumer Reports on Adverse Drug Side Effects

Anthony N. Nguyen, Sarvnaz Karimi, Alejandro Metke-Jimenez, 2015, ESAIR@CIKM.

Exploiting medical hierarchies for concept-based information retrieval

Anthony N. Nguyen, Guido Zuccon, Bevan Koopman, 2012, ADCS.

Assessing the Utility of Automatic Cancer Registry Notifications Data Extraction from Free-Text Pathology Reports

Anthony N. Nguyen, Shoni Colquist, Julie Moore, 2015, AMIA.

Automated Reconciliation of Radiology Reports and Discharge Summaries

Amol Wagholikar, Anthony N. Nguyen, Guido Zuccon, 2015, AMIA.

Automatic Diagnosis Coding of Radiology Reports: A Comparison of Deep Learning and Conventional Classification Methods

Anthony N. Nguyen, Sarvnaz Karimi, Xiang Dai, 2017, BioNLP.

Oyster: A Tool for Fine-Grained Ontological Annotations in Free-Text

Anthony N. Nguyen, Guido Zuccon, Alejandro Metke-Jimenez, 2015, AIRS.

Object Recognition Using Stereo Vision and Higher Order Spectra

Sridha Sridharan, Anthony N. Nguyen, Vinod Chandran, 2005, Digital Image Computing: Techniques and Applications (DICTA'05).

Automatic classification of diseases from free-text death certificates for real-time surveillance

Ming Zhang, Anthony N. Nguyen, Sarvnaz Karimi, 2015, BMC Medical Informatics and Decision Making.

Application of Information Technology: Collection of Cancer Stage Data by Classifying Free-text Medical Reports

Anthony N. Nguyen, Rayleen V. Bowman, Belinda E. Clarke, 2007, J. Am. Medical Informatics Assoc..

Visual attention based ROI maps from gaze tracking data

Sridha Sridharan, Anthony N. Nguyen, Vinod Chandran, 2004, 2004 International Conference on Image Processing, 2004. ICIP '04..

Identify Disorders in Health Records using Conditional Random Fields and Metamap AEHRC at ShARe/CLEF 2013 eHealth Evaluation Lab Task 1

Anthony N. Nguyen, Guido Zuccon, Bevan Koopman, 2013, CLEF.

Automated Cancer Registry Notifications: Validation of a Medical Text Analytics System for Identifying Patients with Cancer from a State-Wide Pathology Repository

John O'Dwyer, Anthony N. Nguyen, Julie Moore, 2016, AMIA.

Active learning reduces annotation time for clinical concept extraction

Anthony N. Nguyen, Guido Zuccon, Laurianne Sitbon, 2017, Int. J. Medical Informatics.

Active learning: a step towards automating medical concept extraction

Anthony N. Nguyen, Guido Zuccon, Laurianne Sitbon, 2015, J. Am. Medical Informatics Assoc..

Evaluation of Medical Concept Annotation Systems on Clinical Records

Anthony N. Nguyen, Bevan Koopman, Hamed Hassanzadeh, 2016, ALTA.

Medical Free-Text to Concept Mapping as an Information Retrieval Problem

Anthony N. Nguyen, Guido Zuccon, Michael Lawley, 2014, ADCS '14.

Importance coding of still imagery based on importance maps of visually interpretable regions

Sridha Sridharan, Anthony N. Nguyen, Vinod Chandran, 2001, Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205).

The Benefits of Word Embeddings Features for Active Learning in Clinical Information Extraction pdf

Anthony N. Nguyen, Guido Zuccon, Laurianne Sitbon, 2016, ALTA.

UQeResearch: Semantic Textual Similarity Quantification

Jane Hunter, Tudor Groza, Anthony N. Nguyen, 2015, *SEMEVAL.

Efficient top-k retrieval with signatures

Anthony N. Nguyen, Guido Zuccon, Shlomo Geva, 2013, ADCS.

Assuring Authenticity of Digital Mammograms by Image Watermarking

Anthony N. Nguyen, Anthony J. Maeder, Emma Brunton, 2008, Digital Mammography / IWDM.

Trial Evaluation of Automatic Lung Cancer Staging from Pathology Reports

Anthony N. Nguyen, Iain McCowan, Mary-Jane Courage, 2007 .

Mccowan Automated Collection of Cancer Stage Data Collection of Cancer Stage Data by Classifying Free-text Medical Reports Mccowan Automated Collection of Cancer Stage Data

Anthony N. Nguyen, I. McCowan, E. Duhig, 2022 .

A Method for Matching Patients to Advanced Prostate Cancer Clinical Trials

Anthony N. Nguyen, A. Wagholikar, M. Fung, 2013 .

Generating high-quality data abstractions from scanned clinical records: text-mining-assisted extraction of endometrial carcinoma pathology features as proof of principle

Anthony N. Nguyen, A. Spurdle, Thanh Vu, 2020, BMJ Open.

"Note Bloat" impacts deep learning-based NLP models for clinical prediction tasks

Karin M. Verspoor, Anthony N. Nguyen, Daniel Capurro, 2022, J. Biomed. Informatics.

De-identifying Australian hospital discharge summaries: An end-to-end framework using ensemble of deep learning models

Anthony N. Nguyen, Leibo Liu, O. Perez-Concha, 2021, J. Biomed. Informatics.

De-identifying Hospital Discharge Summaries: An End-to-End Framework using Ensemble of Deep Learning Models

Anthony N. Nguyen, Leibo Liu, O. Perez-Concha, 2021 .

Hierarchical Label-wise Attention Transformer Model for Explainable ICD Coding

Anthony N. Nguyen, Leibo Liu, Louisa R Jorm, 2022, J. Biomed. Informatics.

Automatic Classification of Free-Text Radiology Reports to Identify Limb Fractures using Machine Learning and the SNOMED CT Ontology

Anthony N. Nguyen, Guido Zuccon, Shane Martin, 2013, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Identifying Patients with Pain in Emergency Departments using Conventional Machine Learning and Deep Learning

Anthony N. Nguyen, Anthony Nguyen, Thanh Vu, 2019, ALTA.

A Supervised Approach to Quantifying Sentence Similarity: With Application to Evidence Based Medicine

Jane Hunter, Tudor Groza, Anthony N. Nguyen, 2015, PloS one.

Automatic ICD-10 classification of cancers from free-text death certificates

Anthony N. Nguyen, Guido Zuccon, Anthony Nguyen, 2015, Int. J. Medical Informatics.

A Label Attention Model for ICD Coding from Clinical Text

Anthony N. Nguyen, Dat Quoc Nguyen, Thanh Vu, 2020, IJCAI.

Quantifying semantic similarity of clinical evidence in the biomedical literature to facilitate related evidence synthesis

Karin M. Verspoor, Anthony N. Nguyen, Karin Verspoor, 2019, J. Biomed. Informatics.

Improving Text-based Early Prediction by Distillation from Privileged Time-Series Text

Anthony N. Nguyen, K. Verspoor, Daniel Capurro, 2023, ALTA.