| 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 | 330 | 2018 |
| Overview of the ShARe/CLEF eHealth evaluation lab 2013 H Suominen, S Salanterä, S Velupillai, WW Chapman, G Savova, ... Information Access Evaluation. Multilinguality, Multimodality, and …, 2013 | 321 | 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 | 295 | 2017 |
| 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 | 226 | 2018 |
| Overview of the share/clef ehealth evaluation lab 2014 L Kelly, L Goeuriot, H Suominen, T Schreck, G Leroy, DL Mowery, ... Information Access Evaluation. Multilinguality, Multimodality, and …, 2014 | 166 | 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), 7426, 2018 | 157 | 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 | 148 | 2016 |
| Extending the NegEx lexicon for multiple languages WW Chapman, D Hillert, S Velupillai, M Kvist, M Skeppstedt, ... MEDINFO 2013, 677-681, 2013 | 132 | 2013 |
| 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 | 111 | 2015 |
| The Stockholm EPR Corpus-characteristics and some initial findings H Dalianis, M Hassel, S Velupillai Proceedings of ISHIMR, 243-249, 2009 | 97 | 2009 |
| 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 | 94 | 2009 |
| 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 | 92 | 2018 |
| 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 | 91 | 2014 |
| 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 | 88 | 2015 |
| Exploring transformer text generation for medical dataset augmentation A Amin-Nejad, J Ive, S Velupillai Proceedings of the Twelfth Language Resources and Evaluation Conference …, 2020 | 84 | 2020 |
| 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 | 82 | 2019 |
| Investigating bullying as a predictor of suicidality in a clinical sample of adolescents with autism spectrum disorder R Holden, J Mueller, J McGowan, J Sanyal, M Kikoler, E Simonoff, ... Autism research 13 (6), 988-997, 2020 | 69 | 2020 |
| 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 | 67 | 2010 |
| 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, 2018 | 66 | 2018 |
| Generation and evaluation of artificial mental health records for natural language processing J Ive, N Viani, J Kam, L Yin, S Verma, S Puntis, RN Cardinal, A Roberts, ... NPJ digital medicine 3 (1), 69, 2020 | 63 | 2020 |