Login / Signup

Fully automatic classification of breast lesions on multi-parameter MRI using a radiomics model with minimal number of stable, interpretable features.

Jing ZhangChenao ZhanChenxiu ZhangYang SongXu YanYihao GuoTao AiGuang Yang
Published in: La Radiologia medica (2023)
Three radiomics features can be used to construct an automatic radiomics-based pipeline to improve the diagnosis of breast lesions and reduce unnecessary biopsies, especially when using jointly with BI-RADS scores.
Keyphrases
  • contrast enhanced
  • deep learning
  • lymph node metastasis
  • machine learning
  • magnetic resonance imaging
  • magnetic resonance
  • computed tomography
  • squamous cell carcinoma
  • neural network
  • ultrasound guided