2 papers
cs.CL2025
BioClinical ModernBERT: A State-of-the-Art Long-Context Encoder for Biomedical and Clinical NLP
Thomas Sounack, Joshua Davis, Brigitte Durieux +7
Encoder-based transformer models are central to biomedical and clinical Natural Language Processing (NLP), as their bidirectional self-attention makes them well-suited for efficien…
cs.CL2025
MedSlice: Fine-Tuned Large Language Models for Secure Clinical Note Sectioning
Joshua Davis, Thomas Sounack, Kate Sciacca +4
Extracting sections from clinical notes is crucial for downstream analysis but is challenging due to variability in formatting and labor-intensive nature of manual sectioning. Whil…