| Automatic diagnosis coding of radiology reports: a comparison of deep learning and conventional classification methods S Karimi, X Dai, H Hassanzadeh, A Nguyen BioNLP 2017, 328-332, 2017 | 78 | 2017 |
| Identifying scientific artefacts in biomedical literature: The Evidence Based Medicine use case H Hassanzadeh, T Groza, J Hunter Journal of biomedical informatics, 2014 | 76 | 2014 |
| Computer-Assisted Diagnosis Coding: Effectiveness of an NLP-based approach using SNOMED CT to ICD-10 mappings A Nguyen, D Truran, M Kemp, B Koopman, D Conlan, J O’Dwyer, ... AMIA Annual Symposium 2018, 2018 | 56 | 2018 |
| A Machine Learning Based Analytical Framework for Semantic Annotation Requirements H Hassanzadeh, MR Keyvanpour International Journal of Web & Semantic Technology (IJWesT) 2 (2), 27-38, 2011 | 45 | 2011 |
| Matching patients to clinical trials using semantically enriched document representation H Hassanzadeh, S Karimi, A Nguyen Journal of biomedical informatics 105, 103406, 2020 | 42 | 2020 |
| Identifying risk factors for heart disease in electronic medical records: A deep learning approach T Chokwijitkul, A Nguyen, H Hassanzadeh, S Perez Proceedings of the BioNLP 2018 workshop, 18-27, 2018 | 32 | 2018 |
| Classification and evaluation of data mining techniques for data stream requirements M Kholghi, H Hassanzadeh, MR Keyvanpour Computer Communication Control and Automation (3CA), 2010 International …, 2010 | 32 | 2010 |
| Transferability of Artificial Neural Networks for Clinical Document Classification Across Hospitals: A Case Study on Abnormality Detection from Radiology Reports H Hassanzadeh, A Nguyen, S Karimi, K Chu Journal of Biomedical Informatics, 2018 | 31 | 2018 |
| Clinical Document Classification Using Labeled and Unlabeled Data Across Hospitals H Hassanzadeh, M Kholghi, A Nguyen, K Chu AMIA 2018 Annual Symposium, 2018 | 28 | 2018 |
| Daily surgery caseload prediction: towards improving operating theatre efficiency H Hassanzadeh, J Boyle, S Khanna, B Biki, F Syed BMC Medical Informatics and Decision Making 22 (1), 151, 2022 | 17 | 2022 |
| Evaluation of Medical Concept Annotation Systems on Clinical Records H Hassanzadeh, A Nguyen, B Koopman Australasian Language Technology Association Workshop 2016, 15, 2016 | 17 | 2016 |
| Load Balancing for Imbalanced Data Sets: Classifying Scientific Artefacts for Evidence Based Medicine H Hassanzadeh, T Groza, A Nguyen, J Hunter PRICAI 2014: Trends in Artificial Intelligence, 972-984, 2014 | 15 | 2014 |
| A two-phase hybrid of semi-supervised and active learning approach for sequence labeling H Hassanzadeh, M Keyvanpour Intelligent Data Analysis 17 (2), 251-270, 2013 | 15 | 2013 |
| A Supervised Approach to Quantifying Sentence Similarity: With Application to Evidence Based Medicine H Hassanzadeh, T Groza, A Nguyen, J Hunter PLOS ONE 10 (6), 2015 | 14 | 2015 |
| Recognizing Scientific Artifacts in Biomedical Literature T Groza, H Hassanzadeh, J Hunter Biomedical informatics insights 6, 15, 2013 | 14 | 2013 |
| Semantic web requirements through web mining techniques H Hassanzadeh, MR Keyvanpour International Journal of Computer Theory and Engineering 4 (4), 616-620, 2012 | 14 | 2012 |
| Quantifying semantic similarity of clinical evidence in the biomedical literature to facilitate related evidence synthesis H Hassanzadeh, A Nguyen, K Verspoor Journal of Biomedical Informatics 100, 103321, 2019 | 13 | 2019 |
| A decision support system for pathology test result reviews in an emergency department to support patient safety and increase efficiency A Nguyen, H Hassanzadeh, Y Zhang, J O’Dwyer, D Conlan, M Lawley, ... MEDINFO 2019: Health and Wellbeing e-Networks for All, 729-733, 2019 | 10 | 2019 |
| Explainable machine learning for real-time deterioration alert prediction to guide pre-emptive treatment A Brankovic, H Hassanzadeh, N Good, K Mann, S Khanna, A Abdel-Hafez, ... Scientific reports 12 (1), 11734, 2022 | 9 | 2022 |
| Patient flow simulation using historically informed synthetic data E Kenny, H Hassanzadeh, S Khanna, J Boyle, S Louise Healthier Lives, Digitally Enabled, 32-37, 2021 | 9 | 2021 |
Anthony NguyenResearch Team Leader, Commonwealth Scientific and Industrial Research Organisation (CSIRO)E-mailová adresa ověřena na: csiro.au