Model card for RAD DINO MAIRA 2 Model description RAD DINO MAIRA 2 is a vision transformer model trained to encode chest X rays using the self supervised learning method DINOv2. RAD DINO MAIRA 2 is a variant of RAD DINO, which is described in detail in RAD DINO: Exploring Scalable Medical Image Encoders Beyond Text Supervision (F. Pérez García, H. Sharma, S. Bond Taylor, et al., 2024). RAD DINO MAIRA 2 is the version of RAD DINO used in MAIRA 2: Grounded Radiology Report Generation (S. Bannur, K. Bouzid, et al., 2024). Relative to RAD DINO, it was trained on more data. Developed by: Microsoft Health Futures Model type: Vision transformer License: MSRLA Finetuned from model: dinov2 base Uses RAD DINO MAIRA 2 is shared for research purposes only. It is not meant to be used for clinical practice . The model is a vision backbone that can be plugged to other models for downstream tasks. Some potential uses are: Image classification, with a classifier trained on top of the CLS token Image segmentation, with a decoder trained using the patch tokens Clustering, using the image embeddings directly Image retrieval, using nearest neighbors of the CLS token Report generation, with a language m…
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