Highlights Linking UK Clinical Record Interactive Search (UK-CRIS) and UK Biobank. Comparison of diagnosis for 854 individuals present in both…
Read MoreValidation of UK Biobank data for mental health outcomes: A pilot study using secondary care electronic health records
Overview A project between Oxford Health NHS Foundation Trust, Southern Health NHS Foundation Trust, the University of Oxford and Akrivia…
Read MoreTelemachus
Abstract In this work, we addressed the problem of capturing sequential information contained in longitudinal electronic health records (EHRs). Clinical…
Read MoreAn efficient representation of chronological events in medical texts
Abstract Background The efficacy of acetylcholinesterase inhibitors and memantine in the symptomatic treatment of Alzheimer’s disease is well-established. Randomised trials…
Read MoreReal-world effectiveness, its predictors and onset actions of cholinesterase inhibitors and memantine in dementia: retrospective health record study
Abstract The field of clinical natural language processing has been advanced significantly since the introduction of deep learning models. The…
Read MoreMed7
Background Utilisation of routinely collected electronic health records from secondary care offers unprecedented possibilities for medical science research but can…
Read MoreNLP for structuring clinical text
Abstract Background: Antipsychotic prescription in older people with mental health problems can have severe adverse effects such as an increased…
Read MoreA Southern Health OPMH CRIS Audit
Abstract Neural networks (NNs) have become the state of the art in many machine learning applications, such as image,…
Read MoreNamed Entity Recognition
Highlights Precision medicine will require better data sources of social and behavioural data. Most structured social and behavioural data fields…
Read MoreMaximizing the use of social and behavioural information
Abstract Objectives: As electronic mental health records become more widely available, several approaches have been suggested to automatically extract information…
Read MoreAutomatic Mining of Symptom Severity from Psychiatric Evaluation Notes.