Radiomics and deep learning methods in expanding the use of screening breast MRI.
Beatriu ReigPublished in: European radiology (2021)
• The use of screening breast MRI is expanding beyond high-risk women to include intermediate- and average-risk women.• The study by Pötsch et al uses a radiomics-based method to decrease the number of benign biopsies while maintaining high sensitivity.• Future studies will likely increasingly focus on deep learning methods and abbreviated MRI data.
Keyphrases
- contrast enhanced
- deep learning
- magnetic resonance imaging
- polycystic ovary syndrome
- diffusion weighted imaging
- magnetic resonance
- computed tomography
- lymph node metastasis
- machine learning
- artificial intelligence
- pregnancy outcomes
- breast cancer risk
- type diabetes
- pregnant women
- metabolic syndrome
- current status
- squamous cell carcinoma
- skeletal muscle