Identification of Multi-Class Drugs Based on Near Infrared Spectroscopy and Bidirectional Generative Adversarial Networks

Identification of Multi-Class Drugs Based on Near Infrared Spectroscopy and Bidirectional Generative Adversarial Networks

Drug detection and identification technology are of great significance in drug supervision and management. To determine the exact source of drugs, it is often necessary to directly identify multiple varieties of drugs produced by multiple manufacturers. Near-infrared spectroscopy (NIR) combined with...

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Bibliographic Details
Main Authors: Anbing Zheng, Huihua Yang, Xipeng Pan, Lihui Yin, Yanchun Feng
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Sensors
Subjects:
near-infrared spectroscopy
drug identification
multi-class classification
deep learning
generative adversarial networks
Online Access:https://www.mdpi.com/1424-8220/21/4/1088

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https://www.mdpi.com/1424-8220/21/4/1088

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