Large language models are increasingly used in clinical settings. However, research into the reliability and performance of these models has focused almost entirely on the language substrate, scoring what the model says. Mechanistic interpretability has found that the latent space carries a higher fidelity of represent...
Aishik Nagar, A. Vaidyanathan, Arun-Kumar Kaliya-Perumal et al.· 0 citations
Fibrodysplasia Ossificans Progressiva (FOP) is an extremely rare and debilitating genetic disease affecting approximately 1 in 2 million people. It is caused by a heterozygous gain-of-function mutation in the gene encoding activin A receptor type I (ACVR1), leading to dysregulated bone morphogenetic protein (BMP) signa...
M. Kotb, Usama Farghaly Omar, Bishoy Raafat Zaky et al.· BioMedicine· 0 citations
Compared to existing DP text generation baselines, Term2Note substantially improves both fidelity and utility, without relying on label distribution assumptions, highlighting its effectiveness as a practical privacy-preserving alternative to real clinical notes.
Yuping Wu, Viktor Schlegel, Warren Del-Pinto et al.· 2 citations
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