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Recent advances in sensor arrays aided by machine learning for pathogen identification

Xin Wang, Ting Yang, Jianhua Wang

2024Sensors & Diagnostics11 citationsDOIOpen Access PDF

Abstract

We summarized chemical nose strategies for pathogen identification in terms of the intrinsic and extrinsic properties of bacteria, listed the advantages and disadvantages of the current approaches and discussed the perspectives of this field.

Topics & Concepts

Identification (biology)Computer sciencePathogenComputational biologyArtificial intelligenceBiologyMicrobiologyBotanyAdvanced Chemical Sensor TechnologiesBiosensors and Analytical DetectionGas Sensing Nanomaterials and Sensors
Recent advances in sensor arrays aided by machine learning for pathogen identification | Litcius