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England's original civic redbrick university, a Russell Group member whose engineering, life science, and medical research is tied to public impact.
Single-molecule localisation microscopy analyser that infers interpretable structural descriptors and regenerates matched synthetic datasets.
University of Birmingham / Aarhus University / Goethe University Frankfurt / University of Sheffield / ITQB NOVA / University of Cambridge / University of Edinburgh
Released October 7, 2025
Single-molecule localisation microscopy encoder that embeds nanoscale point clouds into a 128-dimension latent space to compare protein architecture.
Agency for Science, Technology and Research (A*STAR) / Singapore National Eye Centre / Duke-NUS Medical School / SingHealth / Singapore General Hospital / National Cancer Centre Singapore / National University of Singapore / Tsinghua University / Harvard Medical School / Stanford University / University of Birmingham / University of Nottingham / University of Calgary
Released June 30, 2025
Self-supervised medical imaging foundation model pretrained on 3.3 million CT, X-ray, ultrasound, pathology, OCT, fundus, and dermoscopy images.
Predicts protein properties from sequence alone by LoRA fine-tuning ESM-2 and ESM-C backbones, with contact maps biasing attention pooling.
Metabolite-likeness scoring ranks any chemical structure by its distance from a learned hypersphere of known endogenous metabolites.