Combined model integrating deep learning, radiomics, and clinical data to classify lung nodules at chest CT.

Chia-Ying LinShu-Mei GuoJenn-Jier James LienWen-Tsen LinYi-Sheng LiuChao-Han LaiI-Lin HsuChao-Chun ChangYau-Lin Tseng

Published in: La Radiologia medica (2023)

Our proposed model provides an accurate classification of lung nodules based on the benign/malignant, different pathological subtypes, and Lung-RADS system.

Keyphrases

deep learning
machine learning
computed tomography
contrast enhanced
high resolution
artificial intelligence
squamous cell carcinoma
convolutional neural network
mass spectrometry