Identification of non-small-cell lung cancer subtypes by unsupervised clustering of CT image features with distinct prognoses and gene pathway activities
Kexin Huang, Lifeng Yang, Yübo Wang, Liyu Huang, Xiaobo Zhou, Wei Zhang
Topics & Concepts
Lung cancerCluster analysisMedicineCancerComputational biologyConsensus clusteringTumour heterogeneityOncologyPathologyBioinformaticsInternal medicineBiologyComputer scienceArtificial intelligenceCorrelation clusteringCanopy clustering algorithmRadiomics and Machine Learning in Medical ImagingLung Cancer Treatments and MutationsLung Cancer Diagnosis and Treatment