Multitask Deep Learning-Based Whole-Process System for Automatic Diagnosis of Breast Lesions and Axillary Lymph Node Metastasis Discrimination from Dynamic Contrast-Enhanced-MRI: A Multicenter Study.
Heng ZhouZhen HuaJing GaoFan LinYuqian ChenShijie ZhangTiantian ZhengZhongyi WangHuafei ShaoWenjuan LiFengjie LiuQin LiJingjing ChenXiming WangFeng ZhaoNina QuHaizhu XieHeng MaHaicheng ZhangNing MaoPublished in: Journal of magnetic resonance imaging : JMRI (2023)
4 TECHNICAL EFFICACY STAGE: 3.
Keyphrases
- lymph node metastasis
- deep learning
- squamous cell carcinoma
- lymph node
- papillary thyroid
- artificial intelligence
- contrast enhanced
- convolutional neural network
- magnetic resonance imaging
- sentinel lymph node
- machine learning
- neoadjuvant chemotherapy
- ultrasound guided
- diffusion weighted imaging
- magnetic resonance
- computed tomography
- early stage
- radiation therapy