List of works - Sumithra Velupillai

Annotating Temporal Relations to Determine the Onset of Psychosis Symptoms

scientific article published on 01 August 2019

Applied natural language processing in mental health big data

scientific article published on 07 September 2020

Can natural language processing models extract and classify instances of interpersonal violence in mental healthcare electronic records: an applied evaluative study

scientific article published on 16 February 2022

Clinical History Segment Extraction from Chronic Fatigue Syndrome Assessments to Model Disease Trajectories

scientific article published on 01 June 2020

Cue-based assertion classification for Swedish clinical text--developing a lexicon for pyConTextSwe.

scientific article published on 25 January 2014

Detection of Suicidality in Adolescents with Autism Spectrum Disorders: Developing a Natural Language Processing Approach for Use in Electronic Health Records.

scientific article published in January 2017

Development of a Lexicon for Pain

scientific article published on 13 December 2021

Generation and evaluation of artificial mental health records for Natural Language Processing

scientific article published on 14 May 2020

Identifying Suicidal Adolescents from Mental Health Records Using Natural Language Processing

scientific article published on 01 August 2019

Identifying Suicide Ideation and Suicidal Attempts in a Psychiatric Clinical Research Database using Natural Language Processing.

scientific article published on 9 May 2018

Investigating Bullying as a Predictor of Suicidality in a Clinical Sample of Adolescents with Autism Spectrum Disorder

scientific article published on 21 March 2020

Knowledge discovery for Deep Phenotyping serious mental illness from Electronic Mental Health records.

scientific article published on 21 February 2018

Louhi 2014: Special issue on health text mining and information analysis.

scientific article published on 15 June 2015

Normalizing acronyms and abbreviations to aid patient understanding of clinical texts: ShARe/CLEF eHealth Challenge 2013, Task 2

scientific article

Professional language in Swedish clinical text: Linguistic characterization and comparative studies

scientific article

Recent Advances in Clinical Natural Language Processing in Support of Semantic Analysis

scientific article

Reviewing a Decade of Research Into Suicide and Related Behaviour Using the South London and Maudsley NHS Foundation Trust Clinical Record Interactive Search (CRIS) System

scientific article published on 27 November 2020

Risk Assessment Tools and Data-Driven Approaches for Predicting and Preventing Suicidal Behavior

scientific article published on 13 February 2019

Swedification patterns of Latin and Greek affixes in clinical text

Temporal information extraction from mental health records to identify duration of untreated psychosis

scientific article published on 10 March 2020

Text Classification to Inform Suicide Risk Assessment in Electronic Health Records

scientific article published on 01 August 2019

The association between neighbourhood characteristics and physical victimisation in men and women with mental disorders

scientific article published on 16 July 2020

User Perspectives of Mood-Monitoring Apps Available to Young People: Qualitative Content Analysis

scientific article published on 10 October 2020

List of works by Sumithra Velupillai

Annotating Temporal Relations to Determine the Onset of Psychosis Symptoms

Applied natural language processing in mental health big data

Can natural language processing models extract and classify instances of interpersonal violence in mental healthcare electronic records: an applied evaluative study

Clinical History Segment Extraction from Chronic Fatigue Syndrome Assessments to Model Disease Trajectories

Cue-based assertion classification for Swedish clinical text--developing a lexicon for pyConTextSwe.

Detection of Suicidality in Adolescents with Autism Spectrum Disorders: Developing a Natural Language Processing Approach for Use in Electronic Health Records.

Development of a Lexicon for Pain

Generation and evaluation of artificial mental health records for Natural Language Processing

Identifying Suicidal Adolescents from Mental Health Records Using Natural Language Processing

Identifying Suicide Ideation and Suicidal Attempts in a Psychiatric Clinical Research Database using Natural Language Processing.

Investigating Bullying as a Predictor of Suicidality in a Clinical Sample of Adolescents with Autism Spectrum Disorder

Knowledge discovery for Deep Phenotyping serious mental illness from Electronic Mental Health records.

Louhi 2014: Special issue on health text mining and information analysis.

Normalizing acronyms and abbreviations to aid patient understanding of clinical texts: ShARe/CLEF eHealth Challenge 2013, Task 2

Professional language in Swedish clinical text: Linguistic characterization and comparative studies

Recent Advances in Clinical Natural Language Processing in Support of Semantic Analysis

Reviewing a Decade of Research Into Suicide and Related Behaviour Using the South London and Maudsley NHS Foundation Trust Clinical Record Interactive Search (CRIS) System

Risk Assessment Tools and Data-Driven Approaches for Predicting and Preventing Suicidal Behavior

Swedification patterns of Latin and Greek affixes in clinical text

Temporal information extraction from mental health records to identify duration of untreated psychosis

Text Classification to Inform Suicide Risk Assessment in Electronic Health Records

The association between neighbourhood characteristics and physical victimisation in men and women with mental disorders

User Perspectives of Mood-Monitoring Apps Available to Young People: Qualitative Content Analysis

Using Clinical Natural Language Processing for Health Outcomes Research: Overview and Actionable Suggestions for Future Advances