论文标题
深度学习，自然语言处理和生物医学领域中的可解释的人工智能
Deep Learning, Natural Language Processing, and Explainable Artificial Intelligence in the Biomedical Domain
论文作者
论文摘要
在本文中，我们首先在第1节中介绍了人工智能及其在生物学和医学中的应用。然后在第2节中描述了深度学习方法。我们将研究的重点缩小在第3节中的文本数据，其中自然语言处理及其在生物医学领域中的应用。在第4节中，我们介绍了可解释的人工智能，并讨论了人工智能系统的解释性的重要性，尤其是在生物医学领域。
In this article, we first give an introduction to artificial intelligence and its applications in biology and medicine in Section 1. Deep learning methods are then described in Section 2. We narrow down the focus of the study on textual data in Section 3, where natural language processing and its applications in the biomedical domain are described. In Section 4, we give an introduction to explainable artificial intelligence and discuss the importance of explainability of artificial intelligence systems, especially in the biomedical domain.
