301 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Imperial College LondonGB5 papers
- University of CambridgeGB4 papers
- University of OxfordGB3 papers
- Addenbrooke's HospitalGB2 papers
- King's College LondonGB2 papers
- National Institutes of HealthUS2 papers
- Queen Mary University of LondonGB2 papers
- Severance HospitalKR2 papers
- Universidad Autónoma de MadridES2 papers
- University of PisaIT2 papers
- Barts Health NHS TrustGB1 paper
- California Institute of TechnologyUS1 paper
3 papers · 1 filter
Image-level Harmonization of Multi-Site Data using Image-and-Spatial Transformer Networks
R. Robinson, Q. Dou, D. C. Castro +5
We investigate the use of image-and-spatial transformer networks (ISTNs) to tackle domain shift in multi-site medical imaging data. Commonly, domain adaptation (DA) is performed wi…
Meta-Learning GNN Initializations for Low-Resource Molecular Property Prediction
Cuong Q. Nguyen, Constantine Kreatsoulas, Kim M. Branson
Building in silico models to predict chemical properties and activities is a crucial step in drug discovery. However, limited labeled data often hinders the application of deep lea…
Considering discrepancy when calibrating a mechanistic electrophysiology model
Chon Lok Lei, Sanmitra Ghosh, Dominic G. Whittaker +14
Uncertainty quantification (UQ) is a vital step in using mathematical models and simulations to take decisions. The field of cardiac simulation has begun to explore and adopt UQ me…