Angus Roberts

69 papers A* 2B 7Misc 4Journal 42Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
Determinants of Training Corpus Size for Clinical Text Classification.
CoRR
Jaya Chaturvedi, Saniya Deshpande, Chenkai Ma, Robert Cobb, Angus Roberts, Robert Stewart, Daniel Stahl, Diana Shamsutdinova
2026 J jnl
VIEWER: an extensible visual analytics framework for enhancing mental healthcare.
J. Am. Medical Informatics Assoc.
Tao Wang, David Codling, Yamiko Joseph Msosa, Matthew Broadbent, Daisy Kornblum, Catherine Polling, Thomas Searle, Claire Delaney-Pope, Barbara Arroyo, Stuart MacLellan, Zoe Keddie, Mary Docherty, Angus Roberts, Robert Stewart, Philip K. McGuire, Richard J. B. Dobson, Robert Harland
2025 J jnl
Developing clinical informatics to support direct care and population health management: the VIEWER story.
CoRR
Robert Harland, Tao Wang, David Codling, Catherine Polling, Matthew Broadbent, Holly Newton, Yamiko Joseph Msosa, Daisy Kornblum, Claire Delaney-Pope, Barbara Arroyo, Stuart MacLellan, Zoe Keddie, Mary Docherty, Angus Roberts, Derek Tracy, Philip K. McGuire, Richard J. B. Dobson, Robert Stewart
2025 J jnl
EHR-based prediction modelling meets multimodal deep learning: A systematic review of structured and textual data fusion methods.
Inf. Fusion
Ariel Soares Teles, Ivan Rodrigues de Moura, Francisco Silva, Angus Roberts, Daniel Stahl
2025 J jnl
Recovery in personality disorders: the development and preliminary testing of a novel natural language processing model to identify recovery in mental health electronic records.
Frontiers Digit. Health
Giouliana Kadra-Scalzo, Jaya Chaturvedi, Oliver Dale, Richard D. Hayes, Lifang Li, Shaza Mahmood, Jonathan Monk-Cunliffe, Angus Roberts, Paul Moran
2025 J jnl
What is the patient re-identification risk from using de-identified clinical free text data for health research?
AI Ethics
Elizabeth Ford, Simon Pillinger, Robert Stewart, Kerina H. Jones, Angus Roberts, Arlene Casey, Katie Goddard, Goran Nenadic
2024 J jnl
Automated decision making in Barrett's oesophagus: development and deployment of a natural language processing tool.
npj Digit. Medicine
Agathe Zecevic, Laurence Jackson, Xinyue Zhang, Polychronis Pavlidis, Jason Dunn, Nigel Trudgill, Shahd Ahmed, Pierfrancesco Visaggi, Zanil Yoonusnizar, Angus Roberts, Sebastian S. Zeki
2024 — conf
Generation and Evaluation of Synthetic Endoscopy Free-Text Reports with Differential Privacy.
BioNLP@ACL
Agathe Zecevic, Xinyue Zhang, Sebastian S. Zeki, Angus Roberts
2024 J jnl
Question answering systems for health professionals at the point of care - a systematic review.
CoRR
Gregory Kell, Angus Roberts, Serge Umansky, Linglong Qian, Davide Ferrari, Frank Soboczenski, Byron C. Wallace, Nikhil Patel, Iain James Marshall
2024 J jnl
Question answering systems for health professionals at the point of care - a systematic review.
J. Am. Medical Informatics Assoc.
Gregory Kell, Angus Roberts, Serge Umansky, Linglong Qian, Davide Ferrari, Frank Soboczenski, Byron C. Wallace, Nikhil Patel, Iain James Marshall
2024 J jnl
RealMedQA: A pilot biomedical question answering dataset containing realistic clinical questions.
CoRR
Gregory Kell, Angus Roberts, Serge Umansky, Yuti Khare, Najma Ahmed, Nikhil Patel, Chloe Simela, Jack Coumbe, Julian Rozario, Ryan-Rhys Griffiths, Iain James Marshall
2024 J jnl
VIEWER: an extensible visual analytics framework for enhancing mental healthcare.
CoRR
Tao Wang, David Codling, Yamiko Joseph Msosa, Matthew Broadbent, Daisy Kornblum, Catherine Polling, Thomas Searle, Claire Delaney-Pope, Barbara Arroyo, Stuart MacLellan, Zoe Keddie, Mary Docherty, Angus Roberts, Robert Stewart, Richard J. B. Dobson, Robert Harland
2023 J jnl
Development of a Knowledge Graph Embeddings Model for Pain.
CoRR
Jaya Chaturvedi, Tao Wang, Sumithra Velupillai, Robert Stewart, Angus Roberts
2023 — conf
Identifying Mentions of Pain in Mental Health Records Text: A Natural Language Processing Approach.
MedInfo
Jaya Chaturvedi, Sumithra Velupillai, Robert Stewart, Angus Roberts
2023 J jnl
Identifying Mentions of Pain in Mental Health Records Text: A Natural Language Processing Approach.
CoRR
Jaya Chaturvedi, Sumithra Velupillai, Robert Stewart, Angus Roberts
2023 J jnl
Identifying encephalopathy in patients admitted to an intensive care unit: Going beyond structured information using natural language processing.
Frontiers Digit. Health
Helena Ariño, Soo Kyung Bae, Jaya Chaturvedi, Tao Wang, Angus Roberts
2023 — conf
Joint Entity and Relation Extraction in Medical Text.
KDH@IJCAI
Leo Xinyue Zhang, Angus Roberts, Sebastian S. Zeki
2023 J jnl
Predicting type 2 diabetes prevalence for people with severe mental illness in a multi-ethnic East London population.
Int. J. Medical Informatics
Diana Shamsutdinova, Jayati Das-Munshi, Mark Ashworth, Angus Roberts, Daniel Stahl
2023 J jnl
Sample Size in Natural Language Processing within Healthcare Research.
CoRR
Jaya Chaturvedi, Diana Shamsutdinova, Felix Zimmer, Sumithra Velupillai, Daniel Stahl, Robert Stewart, Angus Roberts
2023 J jnl
Trustworthy Data and AI Environments for Clinical Prediction: Application to Crisis-Risk in People With Depression.
IEEE J. Biomed. Health Informatics
Yamiko Joseph Msosa, Arturas Grauslys, Yifan Zhou, Tao Wang, Iain E. Buchan, Paul Langan, Steven Foster, Michael Walker, Michael Pearson, Amos Folarin, Angus Roberts, Simon Maskell, Richard J. B. Dobson, Cecil Kullu, Dennis Kehoe
2022 J jnl
A survey on clinical natural language processing in the United Kingdom from 2007 to 2022.
npj Digit. Medicine
Honghan Wu, Minhong Wang, Jinge Wu, Farah Francis, Yun-Hsuan Chang, Alex Shavick, Hang Dong, Michael Tin Chung Poon, Natalie K. Fitzpatrick, Adam P. Levine, Luke T. Slater, Alex Handy, Andreas Karwath, Georgios V. Gkoutos, Claude Chelala, Anoop D. Shah, Robert Stewart, Nigel Collier, Beatrice Alex, William Whiteley, Cathie Sudlow, Angus Roberts, Richard J. B. Dobson
2022 J jnl
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.
Dipen Patel, Yamiko Msosa, Tao Wang, Omar G. Mustafa, Siobhan Gee, Julie Williams, Angus Roberts, Richard J. B. Dobson, Fiona Gaughran
2022 — conf
Combining Cox Model and Tree-Based Algorithms to Boost Performance and Preserve Interpretability for Health Outcomes.
AIAI (2)
Diana Shamsutdinova, Daniel Stamate, Angus Roberts, Daniel Stahl
2022 J jnl
Evaluating physical urban features in several mental illnesses using electronic health record data.
Frontiers Digit. Health
Zahra Mahabadi, Maryam Mahabadi, Sumithra Velupillai, Angus Roberts, Philip K. McGuire, Zina M. Ibrahim, Rashmi Patel
2022 J jnl
Patient-centric characterization of multimorbidity trajectories in patients with severe mental illnesses: A temporal bipartite network modeling approach.
J. Biomed. Informatics
Tao Wang, Rebecca Bendayan, Yamiko Msosa, Megan Pritchard, Angus Roberts, Robert Stewart, Richard J. B. Dobson
2021 J jnl
Cognitive Impairments in Schizophrenia: A Study in a Large Clinical Sample Using Natural Language Processing.
Frontiers Digit. Health
Aurelie Mascio, Robert Stewart, Riley Botelle, Marcus Williams, Luwaiza Mirza, Rashmi Patel, Thomas Pollak, Richard J. B. Dobson, Angus Roberts
2021 J jnl
Development of a Lexicon for Pain.
Frontiers Digit. Health
Jaya Chaturvedi, Aurelie Mascio, Sumithra Velupillai, Angus Roberts
2021 J jnl
Multi-domain clinical natural language processing with MedCAT: The Medical Concept Annotation Toolkit.
Artif. Intell. Medicine
Zeljko Kraljevic, Thomas Searle, Anthony Shek, Lukasz Roguski, Kawsar Noor, Daniel Bean, Aurelie Mascio, Leilei Zhu, Amos A. Folarin, Angus Roberts, Rebecca Bendayan, Mark P. Richardson, Robert Stewart, Anoop D. Shah, Wai Keong Wong, Zina M. Ibrahim, James T. Teo, Richard J. B. Dobson
2020 — conf
Comparative Analysis of Text Classification Approaches in Electronic Health Records.
BioNLP
Aurelie Mascio, Zeljko Kraljevic, Daniel Bean, Richard J. B. Dobson, Robert Stewart, Rebecca Bendayan, Angus Roberts
2020 J jnl
Comparative Analysis of Text Classification Approaches in Electronic Health Records.
CoRR
Aurelie Mascio, Zeljko Kraljevic, Daniel Bean, Richard J. B. Dobson, Robert Stewart, Rebecca Bendayan, Angus Roberts
2020 B conf
Development of a Corpus Annotated with Medications and their Attributes in Psychiatric Health Records.
LREC
Jaya Chaturvedi, Natalia Viani, Jyoti Sanyal, Chloe Tytherleigh, Idil Hasan, Kate Baird, Sumithra Velupillai, Robert Stewart, Angus Roberts
2020 J jnl
Generation and evaluation of artificial mental health records for Natural Language Processing.
npj Digit. Medicine
Julia Ive, Natalia Viani, Joyce Kam, Lucia Yin, Somain Verma, Stephen Puntis, Rudolf N. Cardinal, Angus Roberts, Robert Stewart, Sumithra Velupillai
2020 J jnl
Identifying physical health comorbidities in a cohort of individuals with severe mental illness: An application of SemEHR.
CoRR
Rebecca Bendayan, Honghan Wu, Zeljko Kraljevic, Robert Stewart, Tom Searle, Jaya Chaturvedi, Jayati Das-Munshi, Zina M. Ibrahim, Aurelie Mascio, Angus Roberts, Daniel Bean, Richard J. B. Dobson
2020 J jnl
Multi-domain Clinical Natural Language Processing with MedCAT: the Medical Concept Annotation Toolkit.
CoRR
Zeljko Kraljevic, Thomas Searle, Anthony Shek, Lukasz Roguski, Kawsar Noor, Daniel Bean, Aurelie Mascio, Leilei Zhu, Amos A. Folarin, Angus Roberts, Rebecca Bendayan, Mark P. Richardson, Robert Stewart, Anoop D. Shah, Wai Keong Wong, Zina M. Ibrahim, James T. Teo, Richard J. B. Dobson
2020 B conf
Using Deep Neural Networks with Intra- and Inter-Sentence Context to Classify Suicidal Behaviour.
LREC
Xingyi Song, Johnny Downs, Sumithra Velupillai, Rachel Holden, Maxim Kikoler, Kalina Bontcheva, Rina Dutta, Angus Roberts
2019 J jnl
MedCAT - Medical Concept Annotation Tool.
CoRR
Zeljko Kraljevic, Daniel Bean, Aurelie Mascio, Lukasz Roguski, Amos Folarin, Angus Roberts, Rebecca Bendayan, Richard J. B. Dobson
2019 J jnl
Normalisation of imprecise temporal expressions extracted from text.
Knowl. Inf. Syst.
Hegler Tissot, Marcos Didonet Del Fabro, Leon Derczynski, Angus Roberts
2019 — conf
Text Classification to Inform Suicide Risk Assessment in Electronic Health Records.
MedInfo
André Bittar, Sumithra Velupillai, Angus Roberts, Rina Dutta
2018 A* conf
A Deep Neural Network Sentence Level Classification Method with Context Information.
EMNLP
Xingyi Song, Johann Petrak, Angus Roberts
2018 J jnl
A Deep Neural Network Sentence Level Classification Method with Context Information.
CoRR
Xingyi Song, Johann Petrak, Angus Roberts
2018 J jnl
Bio-YODIE: A Named Entity Linking System for Biomedical Text.
CoRR
Genevieve Gorrell, Xingyi Song, Angus Roberts
2018 J jnl
CogStack - experiences of deploying integrated information retrieval and extraction services in a large National Health Service Foundation Trust hospital.
BMC Medical Informatics Decis. Mak.
Richard G. Jackson, Ismail Emre Kartoglu, Clive Stringer, Genevieve Gorrell, Angus Roberts, Xingyi Song, Honghan Wu, Asha Agrawal, Kenneth Lui, Tudor Groza, Damian Lewsley, Doug Northwood, Amos Folarin, Robert Stewart, Richard J. B. Dobson
2018 J jnl
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.
Honghan Wu, Giulia Toti, Katherine I. Morley, Zina M. Ibrahim, Amos Folarin, Richard G. Jackson, Ismail Emre Kartoglu, Asha Agrawal, Clive Stringer, Darren Gale, Genevieve Gorrell, Angus Roberts, Matthew T. M. Broadbent, Robert Stewart, Richard J. B. Dobson
2018 J jnl
Using clinical Natural Language Processing for health outcomes research: Overview and actionable suggestions for future advances.
J. Biomed. Informatics
Sumithra Velupillai, Hanna Suominen, Maria Liakata, Angus Roberts, Anoop D. Shah, Katherine Morley, David Osborn, Joseph Hayes, Robert Stewart, Johnny Downs, Wendy W. Chapman, Rina Dutta
2016 — conf
Identifying First Episodes of Psychosis in Psychiatric Patient Records using Machine Learning.
BioNLP@ACL
Genevieve Gorrell, Sherifat Oduola, Angus Roberts, Tom Craig, Craig Morgan, Robert Stewart
2015 — conf
UFPRSheffield: Contrasting Rule-based and Support Vector Machine Approaches to Time Expression Identification in Clinical TempEval.
SemEval@NAACL-HLT
Hegler Tissot, Genevieve Gorrell, Angus Roberts, Leon Derczynski, Marcos Didonet Del Fabro
2013 J jnl
Development and evaluation of a de-identification procedure for a case register sourced from mental health electronic records.
BMC Medical Informatics Decis. Mak.
Andrea C. Fernandes, Danielle Cloete, Matthew T. M. Broadbent, Richard D. Hayes, Chin-Kuo Chang, Richard G. Jackson, Angus Roberts, Jason Tsang, Murat Soncul, Jennifer Liebscher, Robert Stewart, Felicity Callard
2013 — conf
Finding Negative Symptoms of Schizophrenia in Patient Records.
RANLP (Medicine and Biology)
Genevieve Gorrell, Angus Roberts, Richard G. Jackson, Robert Stewart
2013 J jnl
GATE Teamware: a web-based, collaborative text annotation framework.
Lang. Resour. Evaluation
Kalina Bontcheva, Hamish Cunningham, Ian Roberts, Angus Roberts, Valentin Tablan, Niraj Aswani, Genevieve Gorrell
2013 J jnl
Getting More Out of Biomedical Documents with GATE's Full Lifecycle Open Source Text Analytics.
PLoS Comput. Biol.
Hamish Cunningham, Valentin Tablan, Angus Roberts, Kalina Bontcheva
2013 — conf
Khresmoi - Multilingual Semantic Search of Medical Text and Images.
MedInfo
Niraj Aswani, Thomas Beckers, Erich Birngruber, Célia Boyer, Andreas Burner, Jakub Bystron, Khalid Choukri, Sarah Cruchet, Hamish Cunningham, Jan Dedek, Ljiljana Dolamic, René Donner, Sebastian Dungs, Ivan Eggel, Antonio Foncubierta-Rodríguez, Norbert Fuhr, Adam Funk, Alba Garcia Seco de Herrera, Arnaud Gaudinat, Georgi Georgiev, Julien Gobeill, Lorraine Goeuriot, Paz Gomez, Robert Mark Greenwood, Manfred Gschwandtner, Allan Hanbury, Jan Hajic, Jaroslava Hlavácová, Markus Holzer, Gareth J. F. Jones, Blanca Jordan, Matthias Jordan, Klemens Kaderk, Franz Kainberger, Liadh Kelly, Sascha Kriewel, Marlene Kritz, Georg Langs, Nolan Lawson, Dimitrios Markonis, Iván Martínez, Vassil Momtchev, Alexandre Masselot, Hélène Mazo, Henning Müller, João R. M. Palotti, Pavel Pecina, Konstantin Pentchev, Deyan Peychev, Natalia Pletneva, Diana Pottecher, Angus Roberts, Patrick Ruch, Alexander Sachs, Matthias Samwald, Priscille Schneller, Veronika Stefanov, Miguel Angel Tinte, Zdenka Uresová, Alejandro Vargas, Dina Vishnyakova
2012 J jnl
Development of a benchmark corpus to support the automatic extraction of drug-related adverse effects from medical case reports.
J. Biomed. Informatics
Harsha Gurulingappa, Abdul Mateen Rajput, Angus Roberts, Juliane Fluck, Martin Hofmann-Apitius, Luca Toldo
2009 J jnl
Building a semantically annotated corpus of clinical texts.
J. Biomed. Informatics
Angus Roberts, Robert J. Gaizauskas, Mark Hepple, George Demetriou, Yikun Guo, Ian Roberts, Andrea Setzer
2009 — conf
Tunable Domain-Independent Event Extraction in the MIRA Framework.
BioNLP@HLT-NAACL (Shared Task)
Georgi Georgiev, Kuzman Ganchev, Vassil Momtchev, Deyan Peychev, Preslav Nakov, Angus Roberts
2008 B conf
ANNALIST - ANNotation ALIgnment and Scoring Tool.
LREC
George Demetriou, Robert J. Gaizauskas, Haotian Sun, Angus Roberts
2008 B conf
Combining Terminology Resources and Statistical Methods for Entity Recognition: an Evaluation.
LREC
Angus Roberts, Robert J. Gaizauskas, Mark Hepple, Yikun Guo
2008 — conf
Extracting Clinical Relationships from Patient Narratives.
BioNLP
Angus Roberts, Robert J. Gaizauskas, Mark Hepple
2008 J jnl
Mining clinical relationships from patient narratives.
BMC Bioinform.
Angus Roberts, Robert J. Gaizauskas, Mark Hepple, Yikun Guo
2007 Misc conf
The CLEF Corpus: Semantic Annotation of Clinical Text.
AMIA
Angus Roberts, Robert J. Gaizauskas, Mark Hepple, Neil Davis, George Demetriou, Yikun Guo, Jay (Subbarao) Kola, Ian Roberts, Andrea Setzer, Archana Tapuria, Bill Wheeldin
2005 A* conf
Learning Meronyms from Biomedical Text.
ACL
Angus Roberts
2004 B conf
A Large-Scale Resource for Storing and Recognizing Technical Terminology.
LREC
Henk Harkema, Robert J. Gaizauskas, Mark Hepple, Neil Davis, Yikun Guo, Angus Roberts, Ian Roberts
2003 J jnl
A Suite of Daml+Oil Ontologies to Describe Bioinformatics Web Services and Data.
Int. J. Cooperative Inf. Syst.
Chris Wroe, Robert Stevens, Carole A. Goble, Angus Roberts, Robert Mark Greenwood
2003 B conf
On the Use of Agents in BioInformatics Grid.
CCGRID
Luc Moreau, Simon Miles, Carole A. Goble, Robert Mark Greenwood, Vijay Dialani, Matthew Addis, Mahmut Nedim Alpdemir, Rich Cawley, David De Roure, Justin Ferris, Robert J. Gaizauskas, Kevin Glover, Chris Greenhalgh, Peter Li, Xiaojian Liu, Phillip W. Lord, Michael Luck, Darren Marvin, Thomas M. Oinn, Norman W. Paton, Steve Pettifer, Milena V. Radenkovic, Angus Roberts, Alan J. Robinson, Tom Rodden, Martin Senger, Nick Sharman, Robert Stevens, Brian Warboys, Anil Wipat, Chris Wroe
2002 — conf
Engineering Knowledge for Engineering Grid Applications.
EuroWeb
Liming Chen, Simon J. Cox, Carole A. Goble, Andy J. Keane, Angus Roberts, Nigel R. Shadbolt, Paul R. Smart, Feng Tao
2002 Misc conf
Scale and context: issues in ontologies to link health- and bio-informatics.
AMIA
Alan L. Rector, Jeremy Rogers, Angus Roberts, Chris Wroe
2001 — conf
GALEN Ten Years On: Tasks and Supporting Tools.
MedInfo
Jeremy Rogers, Angus Roberts, Danny Solomon, Egbert J. van der Haring, Christopher Wroe, Pieter E. Zanstra, Alan L. Rector
2001 B conf
Untangling taxonomies and relationships: personal and practical problems in loosely coupled development of large ontologies.
K-CAP
Alan L. Rector, Chris Wroe, Jeremy Rogers, Angus Roberts
2000 Misc conf
Having our cake and eating it too: how the GALEN Intermediate Representation reconciles internal complexity with users' requirements for appropriateness and simplicity.
AMIA
W. D. Solomon, Angus Roberts, Jeremy Rogers, Chris Wroe, Alan L. Rector
2000 Misc conf
NLP techniques associated with the OpenGALEN ontology for semi-automatic textual extraction of medical knowledge: abstracting and mapping equivalent linguistic and logical constructs.
AMIA
Marcio Biczyk do Amaral, Angus Roberts, Alan L. Rector