Evaluation of disease staging and chemotherapeutic response in non-small cell lung cancer from patient tumor-derived metabolomic data
Hunter A. Miller, Xinmin Yin, Susan A. Smith, Xiaoling Hu, Xiang Zhang, Jun Yan, Donald M. Miller, Victor H. van Berkel, Hermann B. Frieboes
Topics & Concepts
MedicineMetabolomicsLung cancerLinear discriminant analysisDiseaseCancerSupport vector machineMetaboliteInternal medicineOncologyFeature selectionMachine learningArtificial intelligenceBioinformaticsComputer scienceBiologyMetabolomics and Mass Spectrometry StudiesLung Cancer Research StudiesLung Cancer Diagnosis and Treatment