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Hamed Hassanzadeh
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Books and Theses
- 2017
- [b1]Hamed Hassanzadeh
:
A framework for developing knowledge bases of scientific artefacts in the biomedical domain. University of Queensland, Australia, 2017
Journal Articles
- 2022
- [j6]Hamed Hassanzadeh
, Justin R. Boyle, Sankalp Khanna
, Barbara Biki, Faraz Syed:
Daily surgery caseload prediction: towards improving operating theatre efficiency. BMC Medical Informatics Decis. Mak. 22(1): 151 (2022) - 2020
- [j5]Hamed Hassanzadeh
, Sarvnaz Karimi
, Anthony N. Nguyen
:
Matching patients to clinical trials using semantically enriched document representation. J. Biomed. Informatics 105: 103406 (2020) - 2019
- [j4]Hamed Hassanzadeh
, Anthony N. Nguyen
, Karin Verspoor
:
Quantifying semantic similarity of clinical evidence in the biomedical literature to facilitate related evidence synthesis. J. Biomed. Informatics 100 (2019) - 2018
- [j3]Hamed Hassanzadeh
, Anthony N. Nguyen
, Sarvnaz Karimi
, Kevin Chu:
Transferability of artificial neural networks for clinical document classification across hospitals: A case study on abnormality detection from radiology reports. J. Biomed. Informatics 85: 68-79 (2018) - 2014
- [j2]Hamed Hassanzadeh
, Tudor Groza
, Jane Hunter
:
Identifying scientific artefacts in biomedical literature: The Evidence Based Medicine use case. J. Biomed. Informatics 49: 159-170 (2014) - 2013
- [j1]Hamed Hassanzadeh
, Mohammadreza Keyvanpour
:
A two-phase hybrid of semi-supervised and active learning approach for sequence labeling. Intell. Data Anal. 17(2): 251-270 (2013)
Conference and Workshop Papers
- 2023
- [c14]Justin R. Boyle, Hamed Hassanzadeh, Sankalp Khanna
, Barbara Biki, Faraz Syed, Ellen Borkwood, Lianne Sweeney:
Modelling Planned vs. Actual Start Time to Control the Efficiency of Surgery. MedInfo 2023: 785-789 - [c13]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
:
An Approach for Generating Realistic Australian Synthetic Healthcare Data. MedInfo 2023: 820-824 - [c12]Hamed Hassanzadeh, Justin R. Boyle, Sankalp Khanna:
A Step Towards Building Health Digital Twins: Patient Phenotype Representation for Health Outcome Prediction. MedInfo 2023: 1011-1015 - 2019
- [c11]Anthony N. Nguyen
, Hamed Hassanzadeh
, Yushi Zhang, John O'Dwyer, David Conlan, Michael Lawley, Jim Steel, Kylynn Loi, Peter Rizzo:
A Decision Support System for Pathology Test Result Reviews in an Emergency Department to Support Patient Safety and Increase Efficiency. MedInfo 2019: 729-733 - 2018
- [c10]Hamed Hassanzadeh, Mahnoosh Kholghi, Anthony N. Nguyen, Kevin Chu:
Clinical Document Classification Using Labeled and Unlabeled Data Across Hospitals. AMIA 2018 - [c9]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:
Computer-Assisted Diagnostic Coding: Effectiveness of an NLP-based approach using SNOMED CT to ICD-10 mappings. AMIA 2018 - [c8]Thanat Chokwijitkul, Anthony N. Nguyen, Hamed Hassanzadeh, Siegfried Perez:
Identifying Risk Factors For Heart Disease in Electronic Medical Records: A Deep Learning Approach. BioNLP 2018: 18-27 - [c7]David Ireland, Hamed Hassanzadeh
, Son N. Tran:
Sentimental Analysis for AIML-Based E-Health Conversational Agents. ICONIP (2) 2018: 41-51 - 2017
- [c6]Sarvnaz Karimi
, Xiang Dai
, Hamed Hassanzadeh
, Anthony N. Nguyen:
Automatic Diagnosis Coding of Radiology Reports: A Comparison of Deep Learning and Conventional Classification Methods. BioNLP 2017: 328-332 - 2016
- [c5]Hamed Hassanzadeh, Anthony N. Nguyen, Bevan Koopman:
Evaluation of Medical Concept Annotation Systems on Clinical Records. ALTA 2016: 15-24 - 2015
- [c4]Anthony N. Nguyen, Jane Hunter, Hamed Hassanzadeh, Diego Mollá, Tudor Groza:
Similarity Metrics for Clustering PubMed Abstracts for Evidence Based Medicine. ALTA 2015: 48-56 - [c3]Shervin Malmasi, Hamed Hassanzadeh, Mark Dras:
Clinical Information Extraction Using Word Representations. ALTA 2015: 66-74 - [c2]Hamed Hassanzadeh
, Tudor Groza, Anthony N. Nguyen, Jane Hunter:
UQeResearch: Semantic Textual Similarity Quantification. SemEval@NAACL-HLT 2015: 123-127 - 2014
- [c1]Hamed Hassanzadeh, Tudor Groza, Anthony N. Nguyen, Jane Hunter:
Load Balancing for Imbalanced Data Sets: Classifying Scientific Artefacts for Evidence Based Medicine. PRICAI 2014: 972-984
Informal and Other Publications
- 2018
- [i3]Hamed Hassanzadeh, Mahnoosh Kholghi, Anthony N. Nguyen, Kevin Chu:
Clinical Document Classification Using Labeled and Unlabeled Data Across Hospitals. CoRR abs/1812.00677 (2018) - 2012
- [i2]Hamed Hassanzadeh, Mohammad Reza Keyvanpour:
Semantic Web Requirements through Web Mining Techniques. CoRR abs/1208.0690 (2012) - 2011
- [i1]Hamed Hassanzadeh, Mohammad Reza Keyvanpour:
A Machine Learning Based Analytical Framework for Semantic Annotation Requirements. CoRR abs/1104.4950 (2011)
Coauthor Index
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