Prediction of Histological Subtypes Using Machine-Learning Model Based on UTE-MRI in Non-Small Cell Lung Cancer：A comparative study with CT

Three-dimensional ultrashort echo time (3D-UTE) is a novel MRI technique, which yields similar diagnostic results as conventional pulmonary computed tomography (CT). Our results showed that the predication model based on clinical factors and 3D-UTE radiomics features could noninvasively assess the subtype of in non-small cell lung cancer. Compared with the CT model, it has similar diagnostic efficiency but less radiation, which is expected to provide new ideas for related research.