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 | 215 | 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 | 149 | 2015 |
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 | 147 | 2021 |
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 | 91 | 2007 |
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 | 74 | 2017 |
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 | 71 | 2016 |
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, 1-10, 2015 | 67 | 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 | 55 | 2012 |
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 | 51 | 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 | 49 | 2018 |
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 | 48 | 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 | 45 | 2015 |
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 | 42 | 2007 |
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), 3621, 2020 | 37 | 2020 |
Hierarchical label-wise attention transformer model for explainable ICD coding L Liu, O Perez-Concha, A Nguyen, V Bennett, L Jorm Journal of biomedical informatics 133, 104161, 2022 | 33 | 2022 |
Early prediction of diagnostic-related groups and estimation of hospital cost by processing clinical notes J Liu, D Capurro, A Nguyen, K Verspoor NPJ digital medicine 4 (1), 103, 2021 | 33 | 2021 |
Matching patients to clinical trials using semantically enriched document representation H Hassanzadeh, S Karimi, A Nguyen Journal of biomedical informatics 105, 103406, 2020 | 33 | 2020 |
A simple pipeline application for identifying and negating SNOMED clinical terminology in free text AN Nguyen, MJ Lawley, DP Hansen, S Colquist Proceedings of the Health Informatics Conference, 188-93, 2009 | 33 | 2009 |
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 | 32 | 2017 |