Research publications

VIEWER: an extensible visual analytics framework for enhancing mental healthcare

Tao Wang, PhD, David Codling, MB, MSc, Yamiko Joseph Msosa, PhD, Matthew Broadbent, MA, Daisy Kornblum, PhD, Catherine Polling, MB, PhD, Thomas Searle, PhD, Claire Delaney-Pope, MBA, Barbara Arroyo, MB, MS, Stuart MacLellan, MBA, Zoe Keddie, PhD, Mary Docherty, MB, MA, Angus Roberts, PhD, Robert Stewart, MD, Philip McGuire, MD, Richard Dobson, PhD, Robert Harland, MB

Journal of the American Medical Informatics Association 2026

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Research Publications

VIEWER: an extensible visual analytics framework for enhancing mental healthcare

Concept Recognition and Characterization of Patients Undergoing Resection of Vestibular Schwannoma Using Natural Language Processing

Artificial Intelligence Enabled Phenogrouping of Heart Failure with Preserved Ejection Fraction Depicts Early and End-Stage Trajectories

A Framework for Flexible Extraction of Clinical Event Contextual Properties from Electronic Health Records

Unsupervised clustering reveals early and late heart failure with preserved ejection fraction phenogroups with distinct clinical trajectories

How representative are heart failure clinical trials? A comparative study using natural language processing

Automating the extraction of otology symptoms from clinic letters: a methodological study using natural language processing

Developing clinical informatics to support direct care and population health management: the VIEWER story

Grounding Large Language Models in Clinical Evidence: A Retrieval-Augmented Generation System for Querying UK NICE Clinical Guidelines

Design and implementation of a natural language processing system at the point of care: MiADE (medical information AI data extractor)

Artificial Intelligence Methods Applied to Electronic Health Record Data for Health Equity in Clinical Trials

CogStack-KCL-UCL at ArchEHR-QA 2025: Investigating Hybrid LLM Approaches for Grounded Clinical Question Answering

A Framework for Flexible Extraction of Clinical Event Contextual Properties from Electronic Health Records

Named Entity Inference Attacks on Clinical LLMs: Exploring Privacy Risks and the Impact of Mitigation Strategies

Natural Language Processing to Extract Head and Neck Cancer Data From Unstructured Electronic Health Records

Developing and Evaluating an AI-Assisted Prediction Model for Unplanned Intensive CareAdmissions following Elective Neurosurgery using Natural Language Processing within an Electronic Healthcare Record System

Racial and Ethnic Disparities in Aortic Stenosis within a Universal Healthcare System Characterised by Natural Language Processing for Targeted Intervention

RelCAT: Advancing Extraction of Clinical Inter-Entity Relationships from Unstructured Electronic Health Records

VIEWER: an extensible visual analytics framework for enhancing mental healthcare

Implementation of an Electronic Clinical Decision Support System for the Early Recognition and Management of Dysglycemia in an Inpatient Mental Health Setting Using CogStack: Protocol for a Pilot Hybrid Type 3 Effectiveness-Implementation Randomized Controlled Cluster Trial

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