100 citations · 471 across the 32 of their papers we have counts for
32 papers
Prediction bias in biological ageing markers
Yiqun Lin, Ariel Yuhan Ong, Matthew Yu Heng Wong +52
Biological ageing markers have attracted growing interest, with models estimating age from organ imaging or blood biomarkers. An estimated age above chronological age or the age-sp…
Fed-ComBat: A Generalized Federated Framework for Batch Effect Harmonization in Collaborative Studies
Santiago Silva, Ghiles Reguig, Neil P Oxtoby +2
The use of multi-centric analyses is crucial for obtaining sufficient sample sizes and representative clinical populations in experimental studies. In this setting, data harmonizat…
CoCoLIT: ControlNet-Conditioned Latent Image Translation for MRI to Amyloid PET Synthesis
Alec Sargood, Lemuel Puglisi, James H. Cole +3
Synthesizing amyloid PET scans from the more widely available and accessible structural MRI modality offers a promising, cost-effective approach for large-scale Alzheimer's Disease…
How reproducible are data-driven subtypes of Alzheimer's disease atrophy?
Emma Prevot, Cameron Shand, Neil Oxtoby +1
Alzheimer's disease (AD) exhibits substantial clinical and biological heterogeneity, complicating efforts in treatment and intervention development. While new computational methods…
Bayesian inference of a new Mallows model for characterising symptom sequences applied in primary progressive aphasia
Beatrice Taylor, Cameron Shand, Chris J. D. Hardy +1
Machine learning models offer the potential to understand diverse datasets in a data-driven way, powering insights into individual disease experiences and ensuring equitable health…
A coupled-mechanisms modelling framework for neurodegeneration
Tiantian He, Elinor Thompson, Anna Schroder +4
Computational models of neurodegeneration aim to emulate the evolving pattern of pathology in the brain during neurodegenerative disease, such as Alzheimer's disease. Previous stud…