Sumithra Velupillai
Sumithra Velupillai
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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
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
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
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
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
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
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
Extending the NegEx lexicon for multiple languages
WW Chapman, D Hillert, S Velupillai, M Kvist, M Skeppstedt, ...
MEDINFO 2013, 677-681, 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
The Stockholm EPR Corpus-characteristics and some initial findings
H Dalianis, M Hassel, S Velupillai
Proceedings of ISHIMR, 243-249, 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
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
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
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
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
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
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
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
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
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
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