3D Hyperspectral Data Analysis with Spatially Aware Deep Learning for Diagnostic Applications - Luo, Ruihao; Guo, Shuxia; Hniopek, Julian; Bocklitz, Thomas (Analytical chemistry (Washington), 2025)
Keywords: adenoma; Algorithms; analytical chemistry; Artificial intelligence; Artificial neural networks; Cancer; carcinoma; Cholangiocarcinoma; Classification; Colorectal carcinoma; colorectal neoplasms; Colorectal Neoplasms - diagnosis; Colorectal Neoplasms - diagnostic imaging; Data analysis; data collection; Datasets; Deep Learning; epithelium; Humans; Hyperplasia; Imaging, Three-Dimensional; Learning algorithms; Machine learning; model validation; Neural networks; Neural Networks, Computer; Raman spectra; Raman spectroscopy; Spatial data; spectral analysis; Spectroscopic analysis; Spectroscopy; Spectrum analysis; Spectrum Analysis, Raman - methods