| Overview of the ShARe/CLEF eHealth evaluation lab 2013 H Suominen, S Salanterä, S Velupillai, WW Chapman, G Savova, ... International Conference of the Cross-Language Evaluation Forum for European …, 2013 | 251 | 2013 |
| Overview of the share/clef ehealth evaluation lab 2014 L Kelly, L Goeuriot, H Suominen, T Schreck, G Leroy, DL Mowery, ... International Conference of the Cross-Language Evaluation Forum for European …, 2014 | 129 | 2014 |
| Extending the NegEx lexicon for multiple languages WW Chapman, D Hilert, S Velupillai, M Kvist, M Skeppstedt, BE Chapman, ... Studies in health technology and informatics 192, 677, 2013 | 110 | 2013 |
| Characterisation of mental health conditions in social media using Informed Deep Learning G Gkotsis, A Oellrich, S Velupillai, M Liakata, TJP Hubbard, RJB Dobson, ... Scientific reports 7 (1), 1-11, 2017 | 101 | 2017 |
| 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), 1-13, 2018 | 97 | 2018 |
| The Stockholm EPR Corpus-characteristics and some initial findings H Dalianis, M Hassel, S Velupillai Proceedings of ISHIMR, 243-249, 2009 | 85 | 2009 |
| 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 10 (1), 183, 2015 | 68 | 2015 |
| 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 | 68 | 2009 |
| Using clinical natural language processing for health outcomes research: overview and actionable suggestions for future advances S Velupillai, H Suominen, M Liakata, A Roberts, AD Shah, K Morley, ... Journal of biomedical informatics 88, 11-19, 2018 | 62 | 2018 |
| The language of mental health problems in social media G Gkotsis, A Oellrich, T Hubbard, R Dobson, M Liakata, S Velupillai, ... Proceedings of the Third Workshop on Computational Linguistics and Clinical …, 2016 | 55 | 2016 |
| Task 2: ShARe/CLEF eHealth evaluation lab 2014 DL Mowery, S Velupillai, BR South, L Christensen, D Martinez, L Kelly, ... Proceedings of CLEF 2014, 2014 | 49 | 2014 |
| Identifying suicide ideation and suicidal attempts in a psychiatric clinical research database using natural language processing AC Fernandes, R Dutta, S Velupillai, J Sanyal, R Stewart, D Chandran Scientific reports 8 (1), 1-10, 2018 | 45 | 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), 1-10, 2010 | 45 | 2010 |
| Don’t let notes be misunderstood: A negation detection method for assessing risk of suicide in mental health records G Gkotsis, S Velupillai, A Oellrich, H Dean, M Liakata, R Dutta Proceedings of the Third Workshop on Computational Linguistics and Clinical …, 2016 | 42 | 2016 |
| 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 | 42 | 2015 |
| Characteristics of Finnish and Swedish intensive care nursing narratives: a comparative analysis to support the development of clinical language technologies H Allvin, E Carlsson, H Dalianis, R Danielsson-Ojala, V Daudaravičius, ... Journal of Biomedical Semantics 2 (3), 1-11, 2011 | 40 | 2011 |
| Hierarchical neural model with attention mechanisms for the classification of social media text related to mental health J Ive, G Gkotsis, R Dutta, R Stewart, S Velupillai Proceedings of the Fifth Workshop on Computational Linguistics and Clinical …, 2018 | 30 | 2018 |
| Blulab: Temporal information extraction for the 2015 clinical tempeval challenge S Velupillai, DL Mowery, S Abdelrahman, L Christensen, W Chapman Proceedings of the 9th International Workshop on Semantic Evaluation …, 2015 | 28 | 2015 |
| Risk assessment tools and data-driven approaches for predicting and preventing suicidal behavior S Velupillai, G Hadlaczky, E Baca-Garcia, GM Gorrell, N Werbeloff, ... Frontiers in psychiatry 10, 36, 2019 | 27 | 2019 |
| Detection of suicidality in adolescents with autism spectrum disorders: developing a natural language processing approach for use in electronic health records J Downs, S Velupillai, G George, R Holden, M Kikoler, H Dean, ... AMIA annual symposium proceedings 2017, 641, 2017 | 27 | 2017 |
