@inproceedings{elshehaby-etal-2026-sparse,
    title = "Sparse Category Routing and Fairness-Aware Optimization for Medical Decision Extraction",
    author = "Elshehaby, Ahmed  and
      Abdalla, Mohamed  and
      Mohamed, Youssef",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.27/",
    pages = "201--212",
    ISBN = "979-8-89176-435-4"
}