3 papers
q-bio.QM2026
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…
eess.IV2025
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…
q-bio.QM2024
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…