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n/a; pocket-sized spectrometer; standard germination tests; total hydroxycinnamic derivatives; hyperspectral image; quantitative analysis modeling; tissue; chemotherapy; FTIR spectroscopy; cheese; biomeasurements; chemometrics; affine invariance; rapid identification; biodiagnosis; bioanalytical applications; fat; NIRS; pixel-wise; paraffin-embedded; late preterm; maize kernel; photonics; hyperspectral image processing; image processing; colorectal cancer; test set validation; deep convolutional neural network; near-infrared fluorescence; classification; variety discrimination; near-infrared hyperspectral imaging; ensemble learning; light; origin traceability; Paris polyphylla var. yunnanensis; Fourier transform mid-infrared spectroscopy; dry matter; Fourier transform infrared spectroscopy; hyperspectral imaging; FT-NIR spectroscopy; proximal sensing; perfusion measurements; near-infrared spectroscopy; stained; carotenoids; cellular imaging; perturbation; direct model transferability; clinical classifications; counterfeit and substandard pharmaceuticals; hyperspectral imaging technology; spectral imaging; SVM; nutritional parameters; extra virgin olive oil; ethanol; osteopathy; living cells; object-wise; water-mirror approach; Chrysanthemum; bootstrapping soft shrinkage; FTIR; PLS-R; multivariate data analysis; combination bands; binary dragonfly algorithm; geographical origin; Vitis vinifera L.; glucose; detection; di-(2-picolyl)amine; non-destructive sensor; splanchnic; adulteration; animal origin; melamine; artemether; MicroNIR™; brain; fluorescent probes; Folin–Ciocalteu; SCiO; support vector machine; anharmonic quantum mechanical calculations; PLSR; Zn(II); RMSEP; overtones; blackberries; pasta/sauce blends; FT-IR; partial least squares calibration; partial least squares (PLS); auxiliary diagnosis; handheld near-infrared spectroscopy; precision viticulture; partial least squares; seeds vitality; freeze-damaged; near infrared; discriminant analysis; corn seed; quantum chemical calculation; anharmonic calculation; Trichosanthis Fructus; moisture; analytical spectroscopy; Raman spectroscopy; NIR spectroscopy; calibration transfer; imaging; water; lumefantrine; BRAF V600E mutation; wavelength selection; bone cancer; imaging visualization; near infrared spectroscopy; raisins; chemometric techniques; data fusion; prepared slices; Ewing sarcoma; biomonitoring; Rubus fructicosus; VIS/NIR hyperspectral imaging; combinations bands; quantitative analysis model; partial least square regression; DFT calculations; TreeBagger; antimalarial tablets; accelerated aging; agriculture; crude drugs; spectroscopy; rice seeds; PLS; isotopic substitution; multivariate calibration; phytoextraction; Fourier-transform near-infrared spectroscopy; phenolics; deparaffinized; near-infrared (NIR) spectroscopy; SIMCA; counter propagation artificial neural network; fructose; PLS-DA; ultra-high performance liquid chromatography; aquaphotomics; support vector machine-discriminant analysis; hier-SVM; DNA; NIR; support vector machine model; API; principal component analysis