| Symbolic rule-based classification of lung cancer stages from free-text pathology reports AN Nguyen, MJ Lawley, DP Hansen, RV Bowman, BE Clarke, EE Duhig, ... Journal of the American Medical Informatics Association 17 (4), 440-445, 2010 | 185 | 2010 |
| Automatic ICD-10 classification of cancers from free-text death certificates B Koopman, G Zuccon, A Nguyen, A Bergheim, N Grayson International journal of medical informatics 84 (11), 956-965, 2015 | 136 | 2015 |
| Collection of cancer stage data by classifying free-text medical reports IA McCowan, DC Moore, AN Nguyen, RV Bowman, BE Clarke, EE Duhig, ... Journal of the American Medical Informatics Association 14 (6), 736-745, 2007 | 88 | 2007 |
| A label attention model for ICD coding from clinical text T Vu, DQ Nguyen, A Nguyen Proceedings of the Twenty-Ninth International Joint Conference on Artificial …, 2021 | 87 | 2021 |
| Detection of mines in acoustic images using higher order spectral features V Chandran, S Elgar, A Nguyen IEEE Journal of Oceanic Engineering 27 (3), 610-618, 2002 | 72 | 2002 |
| Active learning: a step towards automating medical concept extraction M Kholghi, L Sitbon, G Zuccon, A Nguyen Journal of the American Medical Informatics Association 23 (2), 289-296, 2016 | 62 | 2016 |
| 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 | 61 | 2017 |
| Automatic classification of diseases from free-text death certificates for real-time surveillance B Koopman, S Karimi, A Nguyen, R McGuire, D Muscatello, M Kemp, ... BMC medical informatics and decision making 15 (1), 1-10, 2015 | 59 | 2015 |
| Exploiting medical hierarchies for concept-based information retrieval G Zuccon, B Koopman, A Nguyen, D Vickers, L Butt Proceedings of the seventeenth Australasian document computing symposium …, 2012 | 56 | 2012 |
| Unsupervised clustering of free-living human activities using ambulatory accelerometry A Nguyen, D Moore, I McCowan 2007 29th Annual International Conference of the IEEE Engineering in …, 2007 | 46 | 2007 |
| Automatic classification of free-text radiology reports to identify limb fractures using machine learning and the snomed ct ontology G Zuccon, AS Wagholikar, AN Nguyen, L Butt, K Chu, S Martin, ... AMIA Summits on Translational Science Proceedings 2013, 300, 2013 | 45 | 2013 |
| Computer-assisted diagnostic coding: effectiveness of an NLP-based approach using SNOMED CT to ICD-10 mappings AN Nguyen, D Truran, M Kemp, B Koopman, D Conlan, J O’Dwyer, ... AMIA Annual Symposium Proceedings 2018, 807, 2018 | 39 | 2018 |
| Multi-class classification of cancer stages from free-text histology reports using support vector machines A Nguyen, D Moore, I McCowan, MJ Courage 2007 29th Annual International Conference of the IEEE Engineering in …, 2007 | 39 | 2007 |
| Assessing the utility of automatic cancer registry notifications data extraction from free-text pathology reports AN Nguyen, J Moore, J O’Dwyer, S Philpot AMIA annual symposium proceedings 2015, 953, 2015 | 38 | 2015 |
| A simple pipeline application for identifying and negating SNOMED clinical terminology in free text AN Nguyen, MJ Lawley, DP Hansen, S Colquist HIC 2009: Proceedings; Frontiers of Health Informatics-Redefining Healthcare …, 2009 | 34 | 2009 |
| Co-existence of leiomyomas, adenomyosis and endometriosis in women with endometrial cancer SE Johnatty, CJR Stewart, D Smith, A Nguyen, J O’Dwyer, TA O’Mara, ... Scientific reports 10 (1), 1-10, 2020 | 33 | 2020 |
| Classification of cancer-related death certificates using machine learning L Butt, G Zuccon, A Nguyen, A Bergheim, N Grayson The Australasian medical journal 6 (5), 292, 2013 | 30 | 2013 |
| Automatic extraction of cancer characteristics from free-text pathology reports for cancer notifications A Nguyen, J Moore, M Lawley, D Hansen, S Colquist Health Informatics: The Transformative Power of Innovation, 117-124, 2011 | 30 | 2011 |
| Extracting cancer mortality statistics from death certificates: A hybrid machine learning and rule-based approach for common and rare cancers B Koopman, G Zuccon, A Nguyen, A Bergheim, N Grayson Artificial intelligence in medicine 89, 1-9, 2018 | 27 | 2018 |
| Active learning reduces annotation time for clinical concept extraction M Kholghi, L Sitbon, G Zuccon, A Nguyen International journal of medical informatics 106, 25-31, 2017 | 25 | 2017 |
Guido ZucconAssociate Professor at the University of QueenslandVerified email at uq.edu.au
