Sumithra U. Velupillai

London, ENG, United Kingdom

Last Updated: 09/26/2026

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Found 49 publications

Identifying Mentions of Pain in Mental Health Records Text: A Natural Language Processing Approach.

Identifying Mentions of Pain in Mental Health Records Text: A Natural Language Processing Approach.

Journal: Studies in health technology and informatics

Published: January 25, 2024

Development of a Knowledge Graph Embeddings Model for Pain.

Development of a Knowledge Graph Embeddings Model for Pain.

Journal: AMIA ... Annual Symposium proceedings. AMIA Symposium

Published: January 15, 2024

Identifying features of risk periods for suicide attempts using document frequency and language use in electronic health records.

Identifying features of risk periods for suicide attempts using document frequency and language use in electronic health records.

Journal: Frontiers in psychiatry

Published: May 05, 2023

Emotional and behavioral outcomes among youths with mental disorders during the first Covid lockdown and school closures in England: a large clinical population study using health care record integrated surveys.

Emotional and behavioral outcomes among youths with mental disorders during the first Covid lockdown and school closures in England: a large clinical population study using health care record integrated surveys.

Journal: Social psychiatry and psychiatric epidemiology

Published: February 16, 2023

Development of a Corpus Annotated With Mentions of Pain in Mental Health Records: Natural Language Processing Approach.

Development of a Corpus Annotated With Mentions of Pain in Mental Health Records: Natural Language Processing Approach.

Journal: JMIR formative research

Published: January 19, 2023

Portability of natural language processing methods to detect suicidality from clinical text in US and UK electronic health records.

Portability of natural language processing methods to detect suicidality from clinical text in US and UK electronic health records.

Journal: Journal of affective disorders reports

Published: January 16, 2023

Assessing machine learning for fair prediction of ADHD in school pupils using a retrospective cohort study of linked education and healthcare data.

Assessing machine learning for fair prediction of ADHD in school pupils using a retrospective cohort study of linked education and healthcare data.

Journal: BMJ open

Published: December 28, 2022

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

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

Journal: BMJ open

Published: February 17, 2022

Evaluating physical urban features in several mental illnesses using electronic health record data.

Evaluating physical urban features in several mental illnesses using electronic health record data.

Journal: Frontiers in digital health

Published: February 11, 2022

Using natural language processing to extract self-harm and suicidality data from a clinical sample of patients with eating disorders: a retrospective cohort study.

Using natural language processing to extract self-harm and suicidality data from a clinical sample of patients with eating disorders: a retrospective cohort study.

Journal: BMJ open

Published: January 01, 2022

Development of a Lexicon for Pain.

Development of a Lexicon for Pain.

Journal: Frontiers in digital health

Published: September 16, 2021

A Review of Recent Work in Transfer Learning and Domain Adaptation for Natural Language Processing of Electronic Health Records.

A Review of Recent Work in Transfer Learning and Domain Adaptation for Natural Language Processing of Electronic Health Records.

Journal: Yearbook of medical informatics

Published: September 03, 2021

Showing 1-12 of 49

Last Updated: 09/26/2026