Detection of pancreatic cancer by convolutional-neural-network-assisted spontaneous Raman spectroscopy with critical feature visualization
Zhongqiang Li, Zheng Li, Qing Chen, Alexandra Ramos, Jian Zhang, J. Philip Boudreaux, Ramcharan Thiagarajan, Yvette Bren‐Mattison, Michael E. Dunham, Andrew J. McWhorter, Xin Li, Ji‐Ming Feng, Yanping Li, Shaomian Yao, Jian Xu
Topics & Concepts
Raman spectroscopyArtificial intelligenceConvolutional neural networkPoolingComputer sciencePrincipal component analysisPattern recognition (psychology)VisualizationPancreatic cancerRaman scatteringFeature (linguistics)CancerPhysicsOpticsMedicineInternal medicineLinguisticsPhilosophySpectroscopy Techniques in Biomedical and Chemical ResearchSpectroscopy and Chemometric AnalysesDigital Imaging for Blood Diseases