Accurate diagnosis of lung tissues for 2D Raman spectrogram by deep learning based on short-time Fourier transform
Yafeng Qi, Lin Yang, Bangxu Liu, Li Liu, Yuhong Liu, Qingfeng Zheng, Dameng Liu, Jianbin Luo
Topics & Concepts
SpectrogramShort-time Fourier transformPattern recognition (psychology)Linear discriminant analysisRaman spectroscopyArtificial intelligenceFourier transformBottleneckChemistryConvolutional neural networkPrincipal component analysisSupport vector machineSpeech recognitionBiological systemAnalytical Chemistry (journal)Computer scienceFourier analysisChromatographyMathematicsOpticsPhysicsEmbedded systemMathematical analysisBiologySpectroscopy Techniques in Biomedical and Chemical ResearchSpectroscopy and Chemometric AnalysesDigital Imaging for Blood Diseases