Clinical natural language processing in languages other than English: opportunities and challenges A Névéol, H Dalianis, S Velupillai, G Savova, P Zweigenbaum Journal of biomedical semantics 9, 1-13, 2018 | 296 | 2018 |
Evaluation metrics and evaluation H Dalianis, H Dalianis Clinical Text Mining: secondary use of electronic patient records, 45-53, 2018 | 261 | 2018 |
Clinical text mining: Secondary use of electronic patient records H Dalianis Springer Nature, 2018 | 219 | 2018 |
Aggregation in natural language generation H Dalianis, E Hovy Trends in Natural Language Generation An Artificial Intelligence Perspective …, 1996 | 166 | 1996 |
Challenges and opportunities beyond structured data in analysis of electronic health records M Tayefi, P Ngo, T Chomutare, H Dalianis, E Salvi, A Budrionis, ... Wiley Interdisciplinary Reviews: Computational Statistics 13 (6), e1549, 2021 | 145 | 2021 |
Automatic recognition of disorders, findings, pharmaceuticals and body structures from clinical text: An annotation and machine learning study M Skeppstedt, M Kvist, GH Nilsson, H Dalianis Journal of biomedical informatics 49, 148-158, 2014 | 140 | 2014 |
Improving precision in information retrieval for Swedish using stemming J Carlberger, H Dalianis, M Duneld, O Knutsson Proceedings of the 13th Nordic Conference of Computational Linguistics …, 2001 | 129 | 2001 |
Automatic training of lemmatization rules that handle morphological changes in pre-, in-and suffixes alike B Jongejan, H Dalianis Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL …, 2009 | 120 | 2009 |
Identifying adverse drug event information in clinical notes with distributional semantic representations of context A Henriksson, M Kvist, H Dalianis, M Duneld Journal of biomedical informatics 57, 333-349, 2015 | 110 | 2015 |
Recent advances in clinical natural language processing in support of semantic analysis S Velupillai, D Mowery, BR South, M Kvist, H Dalianis Yearbook of medical informatics 24 (01), 183-193, 2015 | 109 | 2015 |
A method for validating a conceptual model by natural language discourse generation H Dalianis Advanced Information Systems Engineering, 425-444, 1992 | 109 | 1992 |
Swesum: A text summerizer for swedish H Dalianis KTH, 2000 | 98 | 2000 |
The Stockholm EPR corpus–Characteristics and some initial findings H Dalianis, M Hassel, S Velupillai Proceedings of ISHIMR 2009, Evaluation and implementation of e-health and …, 2009 | 97 | 2009 |
Aggregation in natural language generation H Dalianis Computational Intelligence 15 (4), 384-414, 1999 | 93 | 1999 |
Developing a standard for de-identifying electronic patient records written in Swedish: Precision, recall and F-measure in a manual and computerized annotation trial S Velupillai, H Dalianis, M Hassel, GH Nilsson International Journal of Medical Informatics 78 (12), e19-e26, 2009 | 90 | 2009 |
HEALTH BANK-A Workbench for Data Science Applications in Healthcare. H Dalianis, A Henriksson, M Kvist, S Velupillai, R Weegar CAiSE Industry Track 1381, 1-18, 2015 | 83 | 2015 |
Stockholm epr corpus: A clinical database used to improve health care H Dalianis, M Hassel, A Henriksson, M Skeppstedt Swedish Language Technology Conference, 17-18, 2012 | 72 | 2012 |
Detecting hospital-acquired infections: a document classification approach using support vector machines and gradient tree boosting C Ehrentraut, M Ekholm, H Tanushi, J Tiedemann, H Dalianis Health informatics journal 24 (1), 24-42, 2018 | 63 | 2018 |
De-identifying Swedish clinical text-refinement of a gold standard and experiments with Conditional random fields H Dalianis, S Velupillai Journal of biomedical semantics 1, 1-10, 2010 | 63 | 2010 |
Applying deep learning on electronic health records in Swedish to predict healthcare-associated infections O Jacobson, H Dalianis Proceedings of the 15th workshop on biomedical natural language processing …, 2016 | 60 | 2016 |