Machine Learning-Enabled NIR Spectroscopy in Assessing Powder Blend Uniformity: Clear-Up Disparities and Biases Induced by Physical Artefacts

Prakash Muthudoss, Ishan Tewari,Rayce Lim Rui Chi,Kwok Jia Young,Eddy Yii Chung Ann, Doreen Ng Sean Hui, Ooi Yee Khai,Ravikiran Allada, Manohar Rao, Saurabh Shahane,Samir Das, Irfan Babla,Sandeep Mhetre,Amrit Paudel

AAPS PharmSciTech（2022）

Cited 6|Views4

Key words

bias-variance decomposition,blend uniformity,clustered linear regression,cross-validation,data pre-processing,data quality metrics,machine learning,near infrared spectroscopy,performance metrics,statistics

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