Current Status and Future Perspectives of Artificial Intelligence in Magnetic Resonance Breast Imaging.
Contrast Media Mol Imaging
; 2020: 6805710, 2020.
Article
in En
| MEDLINE
| ID: mdl-32934610
ABSTRACT
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.
Full text:
1
Collection:
01-internacional
Database:
MEDLINE
Main subject:
Image Processing, Computer-Assisted
/
Breast Neoplasms
/
Artificial Intelligence
/
Magnetic Resonance Imaging
Type of study:
Prognostic_studies
Limits:
Animals
/
Female
/
Humans
Language:
En
Journal:
Contrast Media Mol Imaging
Journal subject:
DIAGNOSTICO POR IMAGEM
Year:
2020
Type:
Article
Affiliation country:
United States