Machine Learning–Enabled NIR Spectroscopy. Part 2: Workflow for Selecting a Subset of Samples from Publicly Accessible Data

[1] Luypaert J(2007)Near-infrared spectroscopy applications in pharmaceutical analysis Talanta Elsevier 72 865-883

[2] Massart DL(2018)Near infrared spectroscopy: a mature analytical technique with new perspectives–a review Anal Chim Acta Elsevier 1026 8-36

[3] Vander HY(2021)Authenticity identification of copaiba oil using a handheld NIR spectrometer and DD-SIMCA Food Anal Methods Springer 14 865-872

[4] Pasquini C(2009)Real-time on-line blend uniformity monitoring using near-infrared reflectance spectrometry: a noninvasive off-line calibration approach J Pharm Biomed Anal 49 48-54

[5] de Oliveira Moreira AC(2011)Blend uniformity end-point determination using near-infrared spectroscopy and multivariate calibration J Pharm Biomed Anal Elsevier 55 429-434

[6] Braga JWB(2020)Deep learning for continuous manufacturing of pharmaceutical solid dosage form Eur J Pharm Biopharm Elsevier 153 95-105

[7] Sulub Y(2021)Quantitative microscopy: particle size/shape characterization, addressing common errors using ‘analytics continuum’ approach J Pharm Sci 110 833-849

[8] Wabuyele B(2002)Chemometric quantitation of the active substance (containing C≡N) in a pharmaceutical tablet using near-infrared (NIR) transmittance and NIR FT-Raman spectra Appl Spectrosc 56 579-585

[9] Gargiulo P(2010)Variable selection in regression—a tutorial J Chemom Wiley Online Library 24 728-737

[10] Pazdan J(2011)Multivariate data analysis in pharmaceutics: a tutorial review Int J Pharm Elsevier 417 280-290

[1] Luypaert J(2007)Near-infrared spectroscopy applications in pharmaceutical analysis Talanta Elsevier 72 865-883

[2] Massart DL(2018)Near infrared spectroscopy: a mature analytical technique with new perspectives–a review Anal Chim Acta Elsevier 1026 8-36

[3] Vander HY(2021)Authenticity identification of copaiba oil using a handheld NIR spectrometer and DD-SIMCA Food Anal Methods Springer 14 865-872

[4] Pasquini C(2009)Real-time on-line blend uniformity monitoring using near-infrared reflectance spectrometry: a noninvasive off-line calibration approach J Pharm Biomed Anal 49 48-54

[5] de Oliveira Moreira AC(2011)Blend uniformity end-point determination using near-infrared spectroscopy and multivariate calibration J Pharm Biomed Anal Elsevier 55 429-434

[6] Braga JWB(2020)Deep learning for continuous manufacturing of pharmaceutical solid dosage form Eur J Pharm Biopharm Elsevier 153 95-105

[7] Sulub Y(2021)Quantitative microscopy: particle size/shape characterization, addressing common errors using ‘analytics continuum’ approach J Pharm Sci 110 833-849

[8] Wabuyele B(2002)Chemometric quantitation of the active substance (containing C≡N) in a pharmaceutical tablet using near-infrared (NIR) transmittance and NIR FT-Raman spectra Appl Spectrosc 56 579-585

[9] Gargiulo P(2010)Variable selection in regression—a tutorial J Chemom Wiley Online Library 24 728-737

[10] Pazdan J(2011)Multivariate data analysis in pharmaceutics: a tutorial review Int J Pharm Elsevier 417 280-290