6 papers
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…
Exploring Long-Term Prediction of Type 2 Diabetes Microvascular Complications
Elizabeth Remfry, Rafael Henkin, Michael R Barnes +1
Electronic healthcare records (EHR) contain a huge wealth of data that can support the prediction of clinical outcomes. EHR data is often stored and analysed using clinical codes (…
bursty_dynamics: A Python Package for Exploring the Temporal Properties of Longitudinal Data
Alisha Angdembe, Wasim A Iqbal, Rebeen Ali Hamad +6
Understanding the temporal properties of longitudinal data is critical for identifying trends, predicting future events, and making informed decisions in any field where temporal d…
Going Beyond H&E and Oncology: How Do Histopathology Foundation Models Perform for Multi-stain IHC and Immunology?
Amaya Gallagher-Syed, Elena Pontarini, Myles J. Lewis +2
This study evaluates the generalisation capabilities of state-of-the-art histopathology foundation models on out-of-distribution multi-stain autoimmune Immunohistochemistry dataset…
MUSTANG: Multi-Stain Self-Attention Graph Multiple Instance Learning Pipeline for Histopathology Whole Slide Images
Amaya Gallagher-Syed, Luca Rossi, Felice Rivellese +4
Whole Slide Images (WSIs) present a challenging computer vision task due to their gigapixel size and presence of numerous artefacts. Yet they are a valuable resource for patient di…
Automated segmentation of rheumatoid arthritis immunohistochemistry stained synovial tissue
Amaya Gallagher-Syed, Abbas Khan, Felice Rivellese +4
Rheumatoid Arthritis (RA) is a chronic, autoimmune disease which primarily affects the joint's synovial tissue. It is a highly heterogeneous disease, with wide cellular and molecul…