Foundation model embeddings capture pre-diagnostic changes on screening mammograms
Directional embedding velocity emerges as a property of clinically grounded rather than general biomedical pretraining, showing that foundation model embeddings can encode pre-diagnostic mammographic change without task-specific adaptation.
Kalina P. Slavkova, Eric Brattain, A. Gowd et al.
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