HS-GC-IMS-VGGNet detection system

93.8% accuracy

Integrates headspace gas chromatography-ion mobility spectrometry with a convolutional neural network for rapid detection of Burkholderia gladioli pv. cocovenenans and its toxin bongkrekic acid in Auricularia auricula.

Niu, Chen · Sheng, Qinglin · Song, Zihan · Wei, Jianping · Yuan, Yahong · Yue, Tianli

Food Chemistry 2025

Specifications

总体检测准确率

{'zh': '93.8', 'en': ''} %

微生物检测限

{'zh': '80', 'en': ''} CFU/mL

微生物定量限

{'zh': '241', 'en': ''} CFU/mL

米酵菌酸检测限

{'zh': '0.25', 'en': ''} mg/L