Finding Negative Symptoms of Schizophrenia in Patient Records. - Genevieve Gorrell; Angus Roberts; Richard G. Jackson; Robert Stewart 002 (RANLP (Medicine and Biology), 2013)

Development and evaluation of a de-identification procedure for a case register sourced from mental health electronic records. - 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 002; Felicity Callard (BMC Medical Informatics Decis. Mak., 2013)

TextHunter - A User Friendly Tool for Extracting Generic Concepts from Free Text in Clinical Research. - Richard G. Jackson; Michael Ball 004; Rashmi Patel; Richard D. Hayes; Richard J. B. Dobson; Robert Stewart 002 (AMIA, 2014)

A comparison of mental state examination documentation by junior clinicians in electronic health records before and after the introduction of a semi-structured assessment template (OPCRIT+). - Sarah E. M. Lobo; James Rucker; Madeleine J. Kerr; Fidel Gallo; Giles Constable; Matthew Hotopf; Robert Stewart 002; Matthew T. M. Broadbent; Martin Baggaley; Simon Lovestone; Peter McGuffin; Myanthi Amarasinghe; et al. (Int. J. Medical Informatics, 2015)

Identifying First Episodes of Psychosis in Psychiatric Patient Records using Machine Learning. - Genevieve Gorrell; Sherifat Oduola; Angus Roberts; Tom Craig; Craig Morgan; Robert Stewart 002 (BioNLP@ACL, 2016)

Detecting Positive Medical History Mentions. - Bing Bai; Pierre-François Laquerre; Richard G. Jackson; Robert Stewart 002 (SIGIR, 2017)

Hierarchical neural model with attention mechanisms for the classification of social media text related to mental health. - Julia Ive; George Gkotsis; Rina Dutta; Robert Stewart 002; Sumithra Velupillai (CLPsych@NAACL-HTL, 2018)

Time Expressions in Mental Health Records for Symptom Onset Extraction. - Natalia Viani; Lucia Yin; Joyce Kam; Ayunni Alawi; André Bittar; Rina Dutta; Rashmi Patel; Robert Stewart 002; Sumithra Velupillai (Louhi@EMNLP, 2018)

Knowledge discovery for Deep Phenotyping serious mental illness from Electronic Mental Health records. - Richard G. Jackson; Rashmi Patel; Sumithra Velupillai; George Gkotsis; David Hoyle; Robert Stewart 002 (F1000Research, 2018)

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

Using clinical Natural Language Processing for health outcomes research: Overview and actionable suggestions for future advances. - Sumithra Velupillai; Hanna Suominen; Maria Liakata; Angus Roberts; Anoop D. Shah; Katherine Morley; David Osborn; Joseph Hayes; Robert Stewart 002; Johnny Downs; Wendy W. Chapman; Rina Dutta (J. Biomed. Informatics, 2018)

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

Generating Positive Psychosis Symptom Keywords from Electronic Health Records. - Natalia Viani; Rashmi Patel; Robert Stewart 002; Sumithra Velupillai (AIME, 2019)

Annotating Temporal Relations to Determine the Onset of Psychosis Symptoms. - Natalia Viani; Joyce Kam; Lucia Yin; Somain Verma; Robert Stewart 002; Rashmi Patel; Sumithra Velupillai (MedInfo, 2019)

Contextualised concept embedding for efficiently adapting natural language processing models for phenotype identification. - Honghan Wu; Karen Hodgson; Sue Dyson; Katherine I. Morley; Zina M. Ibrahim; Ehtesham Iqbal 001; Robert Stewart 002; Richard J. B. Dobson; Cathie Sudlow (CoRR, 2019)

Distinguishing between Dementia with Lewy bodies (DLB) and Alzheimer's Disease (AD) using Mental Health Records: a Classification Approach. - Zixu Wang; Julia Ive; Sinead Moylett; Christoph Mueller; Rudolf N. Cardinal; Sumithra Velupillai; John O'Brien; Robert Stewart 002 (ClinicalNLP@EMNLP, 2020)

Comparative Analysis of Text Classification Approaches in Electronic Health Records. - Aurelie Mascio; Zeljko Kraljevic; Daniel Bean; Richard J. B. Dobson; Robert Stewart 002; Rebecca Bendayan; Angus Roberts (BioNLP, 2020)

Development of a Corpus Annotated with Medications and their Attributes in Psychiatric Health Records. - Jaya Chaturvedi; Natalia Viani; Jyoti Sanyal; Chloe Tytherleigh; Idil Hasan; Kate Baird; Sumithra Velupillai; Robert Stewart 002; Angus Roberts (LREC, 2020)

Temporal information extraction from mental health records to identify duration of untreated psychosis. - Natalia Viani; Joyce Kam; Lucia Yin; André Bittar; Rina Dutta; Rashmi Patel; Robert Stewart 002; Sumithra Velupillai (J. Biomed. Semant., 2020)

The side effect profile of Clozapine in real world data of three large mental hospitals. - Ehtesham Iqbal 001; Risha Govind; Alvin Romero; Olubanke Dzahini; Matthew T. W. Broadbent; Robert Stewart 002; Tanya Smith; Chi-Hun Kim; Nomi Werbeloff; Richard J. B. Dobson; Zina M. Ibrahim (CoRR, 2020)

Identifying physical health comorbidities in a cohort of individuals with severe mental illness: An application of SemEHR. - Rebecca Bendayan; Honghan Wu; Zeljko Kraljevic; Robert Stewart 002; Tom Searle; Jaya Chaturvedi; Jayati Das-Munshi; Zina M. Ibrahim; Aurelie Mascio; Angus Roberts; Daniel Bean; Richard J. B. Dobson (CoRR, 2020)

Generation and evaluation of artificial mental health records for Natural Language Processing. - Julia Ive; Natalia Viani; Joyce Kam; Lucia Yin; Somain Verma; Stephen Puntis; Rudolf N. Cardinal; Angus Roberts; Robert Stewart 002; Sumithra Velupillai (npj Digit. Medicine, 2020)

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

The Potential of Research Drawing on Clinical Free Text to Bring Benefits to Patients in the United Kingdom: A Systematic Review of the Literature. - Elizabeth Ford; Keegan Curlewis; Emma Squires; Lucy J. Griffiths; Robert Stewart 002; Kerina H. Jones (Frontiers Digit. Health, 2021)

Cognitive Impairments in Schizophrenia: A Study in a Large Clinical Sample Using Natural Language Processing. - Aurelie Mascio; Robert Stewart 002; Riley Botelle; Marcus Williams; Luwaiza Mirza; Rashmi Patel; Thomas Pollak; Richard J. B. Dobson; Angus Roberts (Frontiers Digit. Health, 2021)

Patient-centric characterization of multimorbidity trajectories in patients with severe mental illnesses: A temporal bipartite network modeling approach. - Tao Wang 036; Rebecca Bendayan; Yamiko Msosa; Megan Pritchard; Angus Roberts; Robert Stewart 002; Richard J. B. Dobson (J. Biomed. Informatics, 2022)

A survey on clinical natural language processing in the United Kingdom from 2007 to 2022. - Honghan Wu; Minhong Wang 002; Jinge Wu; Farah Francis; Yun-Hsuan Chang; Alex Shavick; Hang Dong 002; Michael Tin Chung Poon; Natalie K. Fitzpatrick; Adam P. Levine; Luke T. Slater; Alex Handy; et al. (npj Digit. Medicine, 2022)

Identifying Mentions of Pain in Mental Health Records Text: A Natural Language Processing Approach. - Jaya Chaturvedi; Sumithra Velupillai; Robert Stewart 002; Angus Roberts (MedInfo, 2023)

Development of a Knowledge Graph Embeddings Model for Pain. - Jaya Chaturvedi; Tao Wang 036; Sumithra Velupillai; Robert Stewart 002; Angus Roberts (CoRR, 2023)

Sample Size in Natural Language Processing within Healthcare Research. - Jaya Chaturvedi; Diana Shamsutdinova; Felix Zimmer; Sumithra Velupillai; Daniel Stahl; Robert Stewart 002; Angus Roberts (CoRR, 2023)

VIEWER: an extensible visual analytics framework for enhancing mental healthcare. - Tao Wang 036; David Codling; Yamiko Joseph Msosa; Matthew Broadbent; Daisy Kornblum; Catherine Polling; Thomas Searle; Claire Delaney-Pope; Barbara Arroyo; Stuart MacLellan; Zoe Keddie; Mary Docherty; et al. (CoRR, 2024)

Developing clinical informatics to support direct care and population health management: the VIEWER story. - Robert Harland; Tao Wang 036; David Codling; Catherine Polling; Matthew Broadbent; Holly Newton; Yamiko Joseph Msosa; Daisy Kornblum; Claire Delaney-Pope; Barbara Arroyo; Stuart MacLellan; Zoe Keddie; et al. (CoRR, 2025)