Dies ist eine Übersichtsseite mit Metadaten zu dieser wissenschaftlichen Arbeit. Der vollständige Artikel ist beim Verlag verfügbar.
An Altmetric Study of Artificial Intelligence in Medicine
0
Zitationen
2
Autoren
2021
Jahr
Abstract
Artificial Intelligence (AI) and its powered technologies have been crucial for medical research and clinical practice [1]. While AI in medicine is a rapidly evolving field, this study provides a new perspective to review its related bodies of literature through a bibliometric analysis of Altmetric data. Altimetric is a system that tracks the attention that research outputs such as scholarly articles receive from different web sources (e.g. social media, mainstream news, blogs). Altmetric Explorer is an online platform that enables users to browse and report on citation-based attention metric data for a given scholarly output (including journal articles and dataset). The purpose of this study is to perform an Altmetric analysis to systematically study research trends on AI in medicine. The study identifies various aspects of research outputs on AI in medicine (mentions, attention scores, a timeline of mentions, a timeline of yearly publication, top journals, top research affiliations, and twitter demographics). These findings would be of interest to both researchers and practitioners in the field. In conclusion, research of AI in medicine has been attracting significant attention in the past 4-5 years and top journals and top research affiliations follow the trend of Bradford’s law and Lotka’s law.
Ähnliche Arbeiten
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
2019 · 8.214 Zit.
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
2019 · 8.071 Zit.
High-performance medicine: the convergence of human and artificial intelligence
2018 · 7.429 Zit.
Proceedings of the 19th International Joint Conference on Artificial Intelligence
2005 · 5.776 Zit.
Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)
2018 · 5.418 Zit.