Hamed Hassanzadeh

According to our database, Hamed Hassanzadeh authored at least 23 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A Step Towards Building Health Digital Twins: Patient Phenotype Representation for Health Outcome Prediction.

Hamed Hassanzadeh, Justin R. Boyle, Sankalp Khanna

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

An Approach for Generating Realistic Australian Synthetic Healthcare Data.

Ibrahima Diouf, John Grimes, Mitchell J. O'Brien, Hamed Hassanzadeh, Donna Truran, Hoa Ngo, Parnesh Raniga, Michael Lawley, Denis C. Bauer, David P. Hansen, Sankalp Khanna, Roc Reguant

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Modelling Planned vs. Actual Start Time to Control the Efficiency of Surgery.

Justin R. Boyle, Hamed Hassanzadeh, Sankalp Khanna, Barbara Biki, Faraz Syed, Ellen Borkwood, Lianne Sweeney

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

2022

Daily surgery caseload prediction: towards improving operating theatre efficiency.

Hamed Hassanzadeh, Justin R. Boyle, Sankalp Khanna, Barbara Biki, Faraz Syed

BMC Medical Informatics Decis. Mak., 2022

2020

Matching patients to clinical trials using semantically enriched document representation.

Hamed Hassanzadeh, Sarvnaz Karimi, Anthony N. Nguyen

J. Biomed. Informatics, 2020

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 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

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

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

Sentimental Analysis for AIML-Based E-Health Conversational Agents.

David Ireland, Hamed Hassanzadeh, Son N. Tran

Proceedings of the Neural Information Processing - 25th International Conference, 2018

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

Thanat Chokwijitkul, Anthony N. Nguyen, Hamed Hassanzadeh, Siegfried Perez

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.

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

Proceedings of the AMIA 2018, 2018

Clinical Document Classification Using Labeled and Unlabeled Data Across Hospitals.

Hamed Hassanzadeh, Mahnoosh Kholghi, Anthony N. Nguyen, Kevin Chu

Proceedings of the AMIA 2018, 2018

2017

A framework for developing knowledge bases of scientific artefacts in the biomedical domain

Hamed Hassanzadeh

PhD thesis, 2017

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

Sarvnaz Karimi, Xiang Dai, Hamed Hassanzadeh, Anthony N. Nguyen

Proceedings of the BioNLP 2017, Vancouver, Canada, August 4, 2017, 2017

2016

Evaluation of Medical Concept Annotation Systems on Clinical Records.

Hamed Hassanzadeh, Anthony N. Nguyen, Bevan Koopman

Proceedings of the Australasian Language Technology Association Workshop 2016, Melbourne, Australia, December 5, 2016

2015

UQeResearch: Semantic Textual Similarity Quantification.

Hamed Hassanzadeh, Tudor Groza, Anthony N. Nguyen, Jane Hunter

Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Similarity Metrics for Clustering PubMed Abstracts for Evidence Based Medicine.

Anthony N. Nguyen, Jane Hunter, Hamed Hassanzadeh, Diego Mollá, Tudor Groza

Proceedings of the Australasian Language Technology Association Workshop, 2015

Clinical Information Extraction Using Word Representations.

Shervin Malmasi, Hamed Hassanzadeh, Mark Dras

Proceedings of the Australasian Language Technology Association Workshop, 2015

2014

Identifying scientific artefacts in biomedical literature: The Evidence Based Medicine use case.

Hamed Hassanzadeh, Tudor Groza, Jane Hunter

J. Biomed. Informatics, 2014

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

Hamed Hassanzadeh, Tudor Groza, Anthony N. Nguyen, Jane Hunter

Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

2013

A two-phase hybrid of semi-supervised and active learning approach for sequence labeling.

Hamed Hassanzadeh, Mohammadreza Keyvanpour

Intell. Data Anal., 2013

2012

Semantic Web Requirements through Web Mining Techniques

Hamed Hassanzadeh, Mohammad Reza Keyvanpour

CoRR, 2012

2011

A Machine Learning Based Analytical Framework for Semantic Annotation Requirements

Hamed Hassanzadeh, Mohammad Reza Keyvanpour

CoRR, 2011