Multi-manufacturer drug identification based on near infrared spectroscopy and deep transfer learning

Multi-manufacturer drug identification based on near infrared spectroscopy and deep transfer learning

Near infrared (NIR) spectrum analysis technology has outstanding advantages such as rapid, nondestructive, pollution-free, and is widely used in food, pharmaceutical, petrochemical, agricultural products production and testing industries. Convolutional neural network (CNN) is one of the most success...

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Bibliographic Details
Main Authors:	Lingqiao Li, Xipeng Pan, Wenli Chen, Manman Wei, Yanchun Feng, Lihui Yin, Changqin Hu, Huihua Yang
Format:	Article
Language:	English
Published:	World Scientific Publishing 2020-07-01
Series:	Journal of Innovative Optical Health Sciences
Subjects:	near-infrared spectroscopy transfer learning drug identification multi-manufacturer
Online Access:	http://www.worldscientific.com/doi/pdf/10.1142/S1793545820500169

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