Dies ist eine Übersichtsseite mit Metadaten zu dieser wissenschaftlichen Arbeit. Der vollständige Artikel ist beim Verlag verfügbar.
The Transformation of Healthcare Through AI-Driven Diagnostics
27
Zitationen
1
Autoren
2024
Jahr
Abstract
This chapter delves into the transformative effects of artificial intelligence (AI) on healthcare diagnostics, focusing on accuracy, efficiency, and predictability. The thorough analysis is organized around the main thematic parts. The chapter opens with an informative review of AI's role in healthcare diagnostics, laying the groundwork for understanding how AI technologies, such as machine learning and deep learning, transform medical diagnostic processes. The history of diagnostic procedures is explored, emphasizing the transition from old methods to the current era of AI-driven approaches. Finally, this chapter presents a thorough investigation into how AI-driven diagnostics impact healthcare's future. Covering present applications, problems, and future possibilities, it adds to the greater discussion of AI integration in healthcare. It emphasizes the importance of responsible and collaborative growth in this transformational subject.
Ähnliche Arbeiten
Biostatistical Analysis
1996 · 35.448 Zit.
UCI Machine Learning Repository
2007 · 24.319 Zit.
An introduction to ROC analysis
2005 · 20.793 Zit.
The use of the area under the ROC curve in the evaluation of machine learning algorithms
1997 · 7.153 Zit.
A method of comparing the areas under receiver operating characteristic curves derived from the same cases.
1983 · 7.072 Zit.