Computer-aided diagnosis of distal metastasis in non-small cell lung cancer by low-dose CT based radiomics and deep learning signatures.
Xiaoyi SongXiaobei DuanXinghua HeYubo WangKunwei LiBangxuan DengXiangmeng ChenYing WangMan LiHong ShanPublished in: La Radiologia medica (2024)
Our study demonstrates the potential of LDCT-based radiomics and DL signatures for predicting DM in NSCLC. These signatures could help improve lung cancer screening regarding further diagnostic tests and treatment strategies.
Keyphrases
- low dose
- deep learning
- contrast enhanced
- genome wide
- lymph node metastasis
- small cell lung cancer
- computed tomography
- high dose
- magnetic resonance imaging
- minimally invasive
- machine learning
- image quality
- type diabetes
- dna methylation
- dual energy
- advanced non small cell lung cancer
- risk assessment
- climate change
- glycemic control
- metabolic syndrome
- skeletal muscle
- tyrosine kinase
- pet ct