Current Status and Future Perspectives of Artificial Intelligence in Magnetic Resonance Breast Imaging
Joint Authors
Meyer-Baese, U.
Morra, Lia
Pinker, Katja
Meyer-Baese, Anke
Source
Contrast Media & Molecular Imaging
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-18, 18 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-08-28
Country of Publication
Egypt
No. of Pages
18
Main Subjects
Abstract EN
Recent advances in artificial intelligence (AI) and deep learning (DL) have impacted many scientific fields including biomedical maging.
Magnetic resonance imaging (MRI) is a well-established method in breast imaging with several indications including screening, staging, and therapy monitoring.
The rapid development and subsequent implementation of AI into clinical breast MRI has the potential to affect clinical decision-making, guide treatment selection, and improve patient outcomes.
The goal of this review is to provide a comprehensive picture of the current status and future perspectives of AI in breast MRI.
We will review DL applications and compare them to standard data-driven techniques.
We will emphasize the important aspect of developing quantitative imaging biomarkers for precision medicine and the potential of breast MRI and DL in this context.
Finally, we will discuss future challenges of DL applications for breast MRI and an AI-augmented clinical decision strategy.
American Psychological Association (APA)
Meyer-Baese, Anke& Morra, Lia& Meyer-Baese, U.& Pinker, Katja. 2020. Current Status and Future Perspectives of Artificial Intelligence in Magnetic Resonance Breast Imaging. Contrast Media & Molecular Imaging،Vol. 2020, no. 2020, pp.1-18.
https://search.emarefa.net/detail/BIM-1139272
Modern Language Association (MLA)
Meyer-Baese, Anke…[et al.]. Current Status and Future Perspectives of Artificial Intelligence in Magnetic Resonance Breast Imaging. Contrast Media & Molecular Imaging No. 2020 (2020), pp.1-18.
https://search.emarefa.net/detail/BIM-1139272
American Medical Association (AMA)
Meyer-Baese, Anke& Morra, Lia& Meyer-Baese, U.& Pinker, Katja. Current Status and Future Perspectives of Artificial Intelligence in Magnetic Resonance Breast Imaging. Contrast Media & Molecular Imaging. 2020. Vol. 2020, no. 2020, pp.1-18.
https://search.emarefa.net/detail/BIM-1139272
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1139272