一种用于葡萄牙语肿瘤健康记录的生物医学实体提取流水线（英文版）

英文标题：A Biomedical Entity Extraction Pipeline for Oncology Health Records in Portuguese中文摘要：采用深度神经模型，结合命名实体识别，并参考葡萄牙肿瘤研究所的专家意见，文中提出了一种从欧洲葡萄牙语癌症病历中提取手术程序，药物和疾病的策略，并取得了较好的性能表现。英文摘要：Textual health records of cancer patients are usually protracted and highlyunstructured, making it very time-consuming for health professionals to get acomplete overview of the patient's therapeutic course. As such limitations canlead to suboptimal and/or inefficient treatment procedures, healthcareproviders would great