| 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 | 263 | 2021 |
| 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 | 197 | 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 | 166 | 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 | 95 | 2007 |
| 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, 2015 | 87 | 2015 |
| 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 | 83 | 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), 53, 2015 | 77 | 2015 |
| 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 | 75 | 2002 |
| 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 | 61 | 2022 |
| 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 | 61 | 2018 |
| 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 | 59 | 2013 |
| Matching patients to clinical trials using semantically enriched document representation H Hassanzadeh, S Karimi, A Nguyen Journal of biomedical informatics 105, 103406, 2020 | 57 | 2020 |
| Attention-based multimodal fusion with contrast for robust clinical prediction in the face of missing modalities J Liu, D Capurro, A Nguyen, K Verspoor Journal of biomedical informatics 145, 104466, 2023 | 55 | 2023 |
| 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 | 55 | 2021 |
| 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 | 54 | 2020 |
| 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 | 54 | 2012 |
| 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 | 51 | 2015 |
| 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 |
| “Note Bloat” impacts deep learning-based NLP models for clinical prediction tasks J Liu, D Capurro, A Nguyen, K Verspoor Journal of biomedical informatics 133, 104149, 2022 | 46 | 2022 |
| 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 | 43 | 2007 |
Guido ZucconProfessor, University of Queensland; Google Research AustraliaVerified email at uq.edu.au
