Enhanced and unenhanced: Radiomics models for discriminating between benign and malignant cystic renal masses on CT images: A multi-center study.
Lesheng HuangWenhui FengWenxiang LinJun ChenSe PengXiaohua DuXiaodan LiTianzhu LiuYongsong YePublished in: PloS one (2023)
Radiomics models may have clinical utility for discriminating between benign and malignant CRMs on unenhanced and enhanced CT images. The performance of the radiomics model on unenhanced CT images was similar to experienced radiologists, implying it has potential as a screening and diagnostic tool for CRMs.
Keyphrases
- contrast enhanced
- dual energy
- computed tomography
- magnetic resonance imaging
- deep learning
- image quality
- convolutional neural network
- magnetic resonance
- optical coherence tomography
- lymph node metastasis
- artificial intelligence
- positron emission tomography
- squamous cell carcinoma
- climate change
- human health
- pet ct