Hamed Hassanzadeh

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 18

Top Topics

Evidence Based Medicine

Semantically Enriched

Top Venues

J. Biomed. Informatics

Publications

Hamed Hassanzadeh, Justin R. Boyle, Sankalp Khanna
A Step Towards Building Health Digital Twins: Patient Phenotype Representation for Health Outcome Prediction. MedInfo (2023)
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)
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)
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) (2022)
Hamed Hassanzadeh, Sarvnaz Karimi, Anthony N. Nguyen
Matching patients to clinical trials using semantically enriched document representation. J. Biomed. Informatics 105 (2020)
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)
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)
Hamed Hassanzadeh, Mahnoosh Kholghi, Anthony N. Nguyen, Kevin Chu
Clinical Document Classification Using Labeled and Unlabeled Data Across Hospitals. CoRR (2018)
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)
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 (2018)
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)
David Ireland, Hamed Hassanzadeh, Son N. Tran
Sentimental Analysis for AIML-Based E-Health Conversational Agents. ICONIP (2) (2018)
Hamed Hassanzadeh, Mahnoosh Kholghi, Anthony N. Nguyen, Kevin Chu
Clinical Document Classification Using Labeled and Unlabeled Data Across Hospitals. AMIA (2018)
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)
Hamed Hassanzadeh, Anthony N. Nguyen, Bevan Koopman
Evaluation of Medical Concept Annotation Systems on Clinical Records. ALTA (2016)
Shervin Malmasi, Hamed Hassanzadeh, Mark Dras
Clinical Information Extraction Using Word Representations. ALTA (2015)
Anthony N. Nguyen, Jane Hunter, Hamed Hassanzadeh, Diego Mollá, Tudor Groza
Similarity Metrics for Clustering PubMed Abstracts for Evidence Based Medicine. ALTA (2015)
Hamed Hassanzadeh, Tudor Groza, Anthony N. Nguyen, Jane Hunter
UQeResearch: Semantic Textual Similarity Quantification. SemEval@NAACL-HLT (2015)
Hamed Hassanzadeh, Tudor Groza, Jane Hunter
Identifying scientific artefacts in biomedical literature: The Evidence Based Medicine use case. J. Biomed. Informatics 49 (2014)
Hamed Hassanzadeh, Tudor Groza, Anthony N. Nguyen, Jane Hunter
Load Balancing for Imbalanced Data Sets: Classifying Scientific Artefacts for Evidence Based Medicine. PRICAI (2014)
Hamed Hassanzadeh, Mohammadreza Keyvanpour
A two-phase hybrid of semi-supervised and active learning approach for sequence labeling. Intell. Data Anal. 17 (2) (2013)
Hamed Hassanzadeh, Mohammad Reza Keyvanpour
Semantic Web Requirements through Web Mining Techniques CoRR (2012)
Hamed Hassanzadeh, Mohammad Reza Keyvanpour
A Machine Learning Based Analytical Framework for Semantic Annotation Requirements CoRR (2011)