Machine learning-based impedance system for real-time recognition of antibiotic-susceptible bacteria with parallel cytometry
Tao Tang, Xun Liu, Yapeng Yuan, Ryota Kiya, Tianlong Zhang, Yang Yang, Shiro Suetsugu, Yoichi Yamazaki, Nobutoshi Ota, Koki Yamamoto, Hironari Kamikubo, Yo Tanaka, Ming Li, Yoichiroh Hosokawa, Yaxiaer Yalikun
Topics & Concepts
CytometryElectrical impedanceAntibioticsFlow cytometryStability (learning theory)PolystyreneComputer scienceBiomedical engineeringBiological systemEscherichia coliBacteriaThroughputMaterials scienceArtificial intelligenceChemistryBiologyMachine learningMicrobiologyImmunologyMedicineWirelessTelecommunicationsEngineeringElectrical engineeringComposite materialBiochemistryPolymerGeneticsGeneMicrofluidic and Bio-sensing TechnologiesBiosensors and Analytical DetectionMicrofluidic and Capillary Electrophoresis Applications