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. 2021 Feb 23;11(14):8323–8345. doi: 10.1039/d0ra08030f

The applications of multivariate models in monitoring or detecting CQAs for tablets.

Model Tool Application References
MLR NIR Detection of tablet hardness 199 and 206
NIR Measurement of drug content 207
PCA NIR Measurement of drug content 208
PCR NIR Detection of tablet hardness 209–212
NIR Measurement of tablet weight variation 212
NIR Prediction of tablet porosity 209
PLS NIR Detection of tablet hardness 199, 206, 207, 213 and 214
NIR Prediction of tablet porosity 213
NIR Measurement of tensile strength 215–217
Multispectral UV imaging Measurement of tensile strength 218
NIR Measurement of moisture 216
NIR Prediction of dissolution behavior 199 and 219–227
NIR-CI Prediction of dissolution behavior 228
Raman Prediction of dissolution behavior 224
NIR Measurement of drug content 199, 201, 203, 214, 216 and 229–249
NIR-CI Measurement of drug content 250 and 251
Raman Measurement of drug content 235, 248, 252 and 253
MIR Measurement of drug content 241
Multispectral UV imaging Measurement of drug content 218
NIR Measurement of disintegration time 254
NIR Measurement of tablet weight 237
ANN NIR Prediction of dissolution behavior 224
Raman Prediction of dissolution behavior 224
NIR Measurement of drug content 214, 229 and 255
NIR Detection of tablet hardness 214