Angus Roberts

Affiliations:
  • University of Sheffield, England, UK


According to our database1, Angus Roberts authored at least 54 papers between 2000 and 2024.

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Bibliography

2024
Question answering systems for health professionals at the point of care - a systematic review.
CoRR, 2024

2023
Trustworthy Data and AI Environments for Clinical Prediction: Application to Crisis-Risk in People With Depression.
IEEE J. Biomed. Health Informatics, November, 2023

Predicting type 2 diabetes prevalence for people with severe mental illness in a multi-ethnic East London population.
Int. J. Medical Informatics, April, 2023

Identifying encephalopathy in patients admitted to an intensive care unit: Going beyond structured information using natural language processing.
Frontiers Digit. Health, March, 2023

Sample Size in Natural Language Processing within Healthcare Research.
CoRR, 2023

Development of a Knowledge Graph Embeddings Model for Pain.
CoRR, 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

Joint Entity and Relation Extraction in Medical Text.
Proceedings of the 6th International Workshop on Knowledge Discovery from Healthcare Data co-located with 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023), 2023

2022
A survey on clinical natural language processing in the United Kingdom from 2007 to 2022.
npj Digit. Medicine, 2022

An implementation framework and a feasibility evaluation of a clinical decision support system for diabetes management in secondary mental healthcare using CogStack.
BMC Medical Informatics Decis. Mak., 2022

Patient-centric characterization of multimorbidity trajectories in patients with severe mental illnesses: A temporal bipartite network modeling approach.
J. Biomed. Informatics, 2022

Evaluating physical urban features in several mental illnesses using electronic health record data.
Frontiers Digit. Health, 2022

Combining Cox Model and Tree-Based Algorithms to Boost Performance and Preserve Interpretability for Health Outcomes.
Proceedings of the Artificial Intelligence Applications and Innovations, 2022

2021
Cognitive Impairments in Schizophrenia: A Study in a Large Clinical Sample Using Natural Language Processing.
Frontiers Digit. Health, 2021

Development of a Lexicon for Pain.
Frontiers Digit. Health, 2021

Multi-domain clinical natural language processing with MedCAT: The Medical Concept Annotation Toolkit.
Artif. Intell. Medicine, 2021

2020
Generation and evaluation of artificial mental health records for Natural Language Processing.
npj Digit. Medicine, 2020

Identifying physical health comorbidities in a cohort of individuals with severe mental illness: An application of SemEHR.
CoRR, 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

Comparative Analysis of Text Classification Approaches in Electronic Health Records.
Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing, 2020

2019
Normalisation of imprecise temporal expressions extracted from text.
Knowl. Inf. Syst., 2019

MedCAT - Medical Concept Annotation Tool.
CoRR, 2019

Text Classification to Inform Suicide Risk Assessment in Electronic Health Records.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

2018
CogStack - experiences of deploying integrated information retrieval and extraction services in a large National Health Service Foundation Trust hospital.
BMC Medical Informatics Decis. Mak., 2018

Using clinical Natural Language Processing for health outcomes research: Overview and actionable suggestions for future advances.
J. Biomed. Informatics, 2018

SemEHR: A general-purpose semantic search system to surface semantic data from clinical notes for tailored care, trial recruitment, and clinical research.
J. Am. Medical Informatics Assoc., 2018

Bio-YODIE: A Named Entity Linking System for Biomedical Text.
CoRR, 2018

A Deep Neural Network Sentence Level Classification Method with Context Information.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2016
Identifying First Episodes of Psychosis in Psychiatric Patient Records using Machine Learning.
Proceedings of the 15th Workshop on Biomedical Natural Language Processing, 2016

2015
UFPRSheffield: Contrasting Rule-based and Support Vector Machine Approaches to Time Expression Identification in Clinical TempEval.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

2013
Getting More Out of Biomedical Documents with GATE's Full Lifecycle Open Source Text Analytics.
PLoS Comput. Biol., 2013

Development and evaluation of a de-identification procedure for a case register sourced from mental health electronic records.
BMC Medical Informatics Decis. Mak., 2013

GATE Teamware: a web-based, collaborative text annotation framework.
Lang. Resour. Evaluation, 2013

Finding Negative Symptoms of Schizophrenia in Patient Records.
Proceedings of the Workshop on NLP for Medicine and Biology associated with RANLP 2013, 2013


2012
Development of a benchmark corpus to support the automatic extraction of drug-related adverse effects from medical case reports.
J. Biomed. Informatics, 2012

2009
Building a semantically annotated corpus of clinical texts.
J. Biomed. Informatics, 2009

Tunable Domain-Independent Event Extraction in the MIRA Framework.
Proceedings of the BioNLP 2009 Workshop Companion Volume for Shared Task, BioNLP@HLT-NAACL 2009, 2009

2008
Mining clinical relationships from patient narratives.
BMC Bioinform., 2008

Combining Terminology Resources and Statistical Methods for Entity Recognition: an Evaluation.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

ANNALIST - ANNotation ALIgnment and Scoring Tool.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

Extracting Clinical Relationships from Patient Narratives.
Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing, 2008

2007
The CLEF Corpus: Semantic Annotation of Clinical Text.
Proceedings of the AMIA 2007, 2007

2005
Learning Meronyms from Biomedical Text.
Proceedings of the ACL 2005, 2005

2004
A Large-Scale Resource for Storing and Recognizing Technical Terminology.
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

2003
A Suite of Daml+Oil Ontologies to Describe Bioinformatics Web Services and Data.
Int. J. Cooperative Inf. Syst., 2003


2002
Engineering Knowledge for Engineering Grid Applications.
Proceedings of the Web and the Grid: from e-science to e-business. EuroWeb 2002 Conference, 2002

Scale and context: issues in ontologies to link health- and bio-informatics.
Proceedings of the AMIA 2002, 2002

2001
GALEN Ten Years On: Tasks and Supporting Tools.
Proceedings of the MEDINFO 2001, 2001

Untangling taxonomies and relationships: personal and practical problems in loosely coupled development of large ontologies.
Proceedings of the First International Conference on Knowledge Capture (K-CAP 2001), 2001

2000
Having our cake and eating it too: how the GALEN Intermediate Representation reconciles internal complexity with users' requirements for appropriateness and simplicity.
Proceedings of the AMIA 2000, 2000

NLP techniques associated with the OpenGALEN ontology for semi-automatic textual extraction of medical knowledge: abstracting and mapping equivalent linguistic and logical constructs.
Proceedings of the AMIA 2000, 2000


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