R-GDORUS technology: Effectively solving the Raman spectral data imbalance in medical diagnosis
Chen Chen, Xue Wu, Enguang Zuo, Cheng Chen, Xiaoyi Lv, Lijun Wu, Lijun Wu
Topics & Concepts
UndersamplingOversamplingRaman spectroscopyComputer scienceArtificial intelligenceRandom forestSampling (signal processing)Pattern recognition (psychology)Class (philosophy)Machine learningStatisticsData miningMathematicsPhysicsBandwidth (computing)OpticsComputer networkComputer visionFilter (signal processing)Imbalanced Data Classification TechniquesSpectroscopy Techniques in Biomedical and Chemical ResearchDigital Imaging for Blood Diseases