mlinslab/neurovfm-encoder

Segment Anything in 3D Medical Images and Videos

CineMA is a foundation model for Cine cardiac magnetic resonance (CMR) imaging based on Masked-Autoencoder. CineMA has been pre-trained on UK Biobank data and fine-tuned on multiple clinically relevant tasks such as ventricle and myocaridum segmentation, ejection fraction (EF) regression,…

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> A CMR-report contrastive model combining Vision Transformers and pretrained text encoders.