Sumithra Velupillai
Orcid: 0000-0002-4178-2980
According to our database1,
Sumithra Velupillai
authored at least 79 papers
between 2005 and 2023.
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Bibliography
2023
Identifying Mentions of Pain in Mental Health Records Text: A Natural Language Processing Approach.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
2022
Evaluating physical urban features in several mental illnesses using electronic health record data.
Frontiers Digit. Health, 2022
2021
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2021
2020
Generation and evaluation of artificial mental health records for Natural Language Processing.
npj Digit. Medicine, 2020
Enhancing predictions of patient conveyance using emergency call handler free text notes for unconscious and fainting incidents reported to the London Ambulance Service.
Int. J. Medical Informatics, 2020
CoRR, 2020
Temporal information extraction from mental health records to identify duration of untreated psychosis.
J. Biomed. Semant., 2020
Clinical History Segment Extraction from Chronic Fatigue Syndrome Assessments to Model Disease Trajectories.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020
Using Deep Neural Networks with Intra- and Inter-Sentence Context to Classify Suicidal Behaviour.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Development of a Corpus Annotated with Medications and their Attributes in Psychiatric Health Records.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Distinguishing between Dementia with Lewy bodies (DLB) and Alzheimer's Disease (AD) using Mental Health Records: a Classification Approach.
Proceedings of the 3rd Clinical Natural Language Processing Workshop, 2020
Proceedings of the 3rd Clinical Natural Language Processing Workshop, 2020
2019
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Identifying Suicidal Adolescents from Mental Health Records Using Natural Language Processing.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Proceedings of the 18th BioNLP Workshop and Shared Task, 2019
Annotating Temporal Information in Clinical Notes for Timeline Reconstruction: Towards the Definition of Calendar Expressions.
Proceedings of the 18th BioNLP Workshop and Shared Task, 2019
Proceedings of the AMIA 2019, 2019
Proceedings of the Artificial Intelligence in Medicine, 2019
2018
Using clinical Natural Language Processing for health outcomes research: Overview and actionable suggestions for future advances.
J. Biomed. Informatics, 2018
Knowledge discovery for Deep Phenotyping serious mental illness from Electronic Mental Health records.
F1000Research, 2018
Clinical Natural Language Processing in languages other than English: opportunities and challenges.
J. Biomed. Semant., 2018
KCL-Health-NLP@CLEF eHealth 2018 Task 1: ICD-10 Coding of French and Italian Death Certificates with Character-Level Convolutional Neural Networks.
Proceedings of the Working Notes of CLEF 2018, 2018
Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis, 2018
Hierarchical neural model with attention mechanisms for the classification of social media text related to mental health.
Proceedings of the Fifth Workshop on Computational Linguistics and Clinical Psychology: From Keyboard to Clinic, 2018
2017
Proceedings of the AMIA 2017, 2017
Detection of Suicidality in Adolescents with Autism Spectrum Disorders: Developing a Natural Language Processing Approach for Use in Electronic Health Records.
Proceedings of the AMIA 2017, 2017
2016
Normalizing acronyms and abbreviations to aid patient understanding of clinical texts: ShARe/CLEF eHealth Challenge 2013, Task 2.
J. Biomed. Semant., 2016
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016
Don't Let Notes Be Misunderstood: A Negation Detection Method for Assessing Risk of Suicide in Mental Health Records.
Proceedings of the 3rd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 2016
Proceedings of the 3rd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 2016
Vocabulary Development To Support Information Extraction of Substance Abuse from Psychiatry Notes.
Proceedings of the 15th Workshop on Biomedical Natural Language Processing, 2016
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016
Proceedings of the AMIA 2016, 2016
2015
BMC Medical Informatics Decis. Mak., 2015
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015
Proceedings of the CAiSE-2015 Industry Track co-located with 27th Conference on Advanced Information Systems Engineering (CAiSE 2015), 2015
Towards a Generalizable Time Expression Model for Temporal Reasoning in Clinical Notes.
Proceedings of the AMIA 2015, 2015
2014
Cue-based assertion classification for Swedish clinical text - Developing a lexicon for pyConTextSwe.
Artif. Intell. Medicine, 2014
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014
Proceedings of the Working Notes for CLEF 2014 Conference, 2014
SCAN: A Swedish Clinical Abbreviation Normalizer - Further Development and Adaptation to Radiology.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Interaction, 2014
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Interaction, 2014
Proceedings of BioNLP, Baltimore, Maryland, USA, 2014
Generating Patient Problem Lists from the ShARe Corpus using SNOMED CT/SNOMED CT CORE Problem List.
Proceedings of BioNLP, Baltimore, Maryland, USA, 2014
Disease/Disorder Semantic Template Filling - Information Extraction Challenge in the ShARe/CLEF eHealth Evaluation Lab 2014.
Proceedings of the AMIA 2014, 2014
Improving Readability of Swedish Electronic Health Records through Lexical Simplification: First Results.
Proceedings of the 3rd Workshop on Predicting and Improving Text Readability for Target Reader Populations, 2014
2013
Negation Scope Delimitation in Clinical Text Using Three Approaches: NegEx; PyConTextNLP and SynNeg.
Proceedings of the 19th Nordic Conference of Computational Linguistics, 2013
Proceedings of the MEDINFO 2013, 2013
Proceedings of the Short Paper Proceedings of the 6th IFIP WG 8.1 Working Conference on the Practice of Enterprise Modeling (PoEM 2013), 2013
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013
2012
PhD thesis, 2012
Initial Results in the Development of SCAN A Swedish Clinical Abbreviation Normalizer.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012
Fine-Grained Certainty Level Annotations Used for Coarser-Grained E-Health Scenarios - Certainty Classification of Diagnostic Statements in Swedish Clinical Text.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2012
Medical diagnosis lost in translation - Analysis of uncertainty and negation expressions in English and Swedish clinical texts.
Proceedings of the 2012 Workshop on Biomedical Natural Language Processing, 2012
2011
J. Biomed. Semant., 2011
Characteristics of Finnish and Swedish intensive care nursing narratives: a comparative analysis to support the development of clinical language technologies.
J. Biomed. Semant., 2011
Something Old, Something New - Applying a Pre-trained Parsing Model to Clinical Swedish.
Proceedings of the 18th Nordic Conference of Computational Linguistics, 2011
Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011
2010
De-identifying Swedish clinical text - refinement of a gold standard and experiments with Conditional random fields.
J. Biomed. Semant., 2010
How Certain are Clinical Assessments? Annotating Swedish Clinical Text for (Un)certainties, Speculations and Negations.
Proceedings of the International Conference on Language Resources and Evaluation, 2010
Proceedings of the Fourteenth Conference on Computational Natural Language Learning: Shared Task, 2010
Semantic annotations in clinical documentation: exploring potentials for future information retrieval.
Proceedings of the third workshop on Exploiting Semantic Annotations in Information Retrieval, 2010
Towards a better understanding of uncertainties and speculations in Swedish clinical text - Analysis of an initial annotation trial.
Proceedings of the Workshop on Negation and Speculation in Natural Language Processing, 2010
Proceedings of the Workshop on Negation and Speculation in Natural Language Processing, 2010
Characteristics and Analysis of Finnish and Swedish Clinical Intensive Care Nursing Narratives.
Proceedings of the Second Louhi Workshop on Text and Data Mining of Health Documents, 2010
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.
Int. J. Medical Informatics, 2009
Is De-identification of Electronic Health Records Possible? OR Can We Use Health Record Corpora for Research?
Proceedings of the Virtual Healthcare Interaction, 2009
2008
Revealing Relations between Open and Closed Answers in Questionnaires through Text Clustering Evaluation.
Proceedings of the International Conference on Language Resources and Evaluation, 2008
Proceedings of the Twelfth Conference on Computational Natural Language Learning, 2008
2005
Proceedings of the 15th Nordic Conference of Computational Linguistics, 2005