1 citations · 2 across the 4 of their papers we have counts for
6 papers
Adverse Event Extraction from Discharge Summaries: A New Dataset, Annotation Scheme, and Initial Findings
Imane Guellil, Salomé Andres, Atul Anand +5
In this work, we present a manually annotated corpus for Adverse Event (AE) extraction from discharge summaries of elderly patients, a population often underrepresented in clinical…
Age-stratified clustering of multiple long-term conditions
Anirban Chakraborty, Bruce Guthrie, Sohan Seth
Background: Most people with any long-term condition have multiple long-term conditions, but our understanding of how conditions cluster is limited. Many clustering studies identif…
What do we mean when we say we are clustering multimorbidity?
Sohan Seth, Nazir Lone, Niels Peek +1
Clustering multimorbidity has been a global research priority in recent years. Existing studies usually identify these clusters using one of several popular clustering methods and…
Probabilistic Modelling of Multiple Long-Term Condition Onset Times
Kieran Richards, Kelly Fleetwood, Regina Prigge +5
The co-occurrence of multiple long-term conditions (MLTC), or multimorbidity, in an individual can reduce their lifespan and severely impact their quality of life. Exploring the lo…
Infusing clinical knowledge into tokenisers for language models
Abul Hasan, Jinge Wu, Quang Ngoc Nguyen +7
This study introduces a novel knowledge enhanced tokenisation mechanism, K-Tokeniser, for clinical text processing. Technically, at initialisation stage, K-Tokeniser populates glob…
Frailty or Frailties: Exploring Frailty Index Subdimensions in the English Longitudinal Study of Ageing
Lara Johnson, Bruce Guthrie, Paul A T Kelly +3
Background: Frailty, a state of increased vulnerability to adverse health outcomes, has garnered significant attention in research and clinical practice. Existing constructs aggreg…