Deep Learning, Natural Language Processing, and Explainable Artificial Intelligence in the Biomedical Domain
Year: 2022
Type: preprint
Abstract: 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.
Source: arXiv (Cornell University)
Authors: Moradi, Milad, Samwald, Matthias
Institution: Medical University of Vienna
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W4221145382