Models (4)
Cardiac Sensing Foundation Model (CSFM)
University of Oxford / City University of Hong Kong / Imperial College London / Uppsala University / GSK / Universidade Federal de Minas Gerais
Released July 1, 2025
Multimodal foundation model for cardiac biosignals, pretrained by masked modeling on ECG, PPG, and clinical text from ~1.7 million individuals.
MedVLM-R1
Technical University of Munich / Imperial College London / University of Oxford
Released February 26, 2025
2B-parameter medical vision-language model that uses reinforcement learning to show interpretable reasoning for radiology visual question answering.
MoME
Beijing Institute of Technology / Imperial College London / Beijing Tiantan Hospital / Capital Medical University
Released May 16, 2024
Universal brain lesion segmentation for multi-modal brain MRI, using a Mixture of Modality Experts to span diverse modalities and lesion types.
T3D
Imperial College London / University of Oxford / University of Science and Technology of China / Peking University / Hong Kong University of Science and Technology
Released December 3, 2023
Vision-language pretraining for 3D CT volumes, aligning scans with their radiology reports for zero-shot classification, retrieval, and segmentation.