Machine Learning Assisted MALDI Mass Spectrometry for Rapid Antimicrobial Resistance Prediction in Clinicals

Author:

Gao Weibo1,Li Hang2ORCID,Yang Jingxian3,Zhang Jinming4,Fu Rongxin2ORCID,Peng Jiaxi5,Hu Yechen5,Liu Yitong5,Wang Yingshi3,Li Shuang4,Zhang Shuailong167ORCID

Affiliation:

1. Beijing Advanced Innovation Center for Intelligent Robots and Systems, School of Mechatronical Engineering, Beijing Institute of Technology, Beijing 100081, China

2. School of Medical Technology, Beijing Institute of Technology, Beijing 100081, China

3. Department of Clinical Laboratory, Aerospace Center Hospital, Beijing 100039, China

4. School of Computer Science & Technology, Beijing Institute of Technology, Beijing 100081, China

5. Department of Chemistry, University of Toronto, Toronto ON M5S 3H6, Canada

6. School of Integrated Circuits and Electronics, Beijing Institute of Technology, Beijing, 100081, China

7. Zhengzhou Research Institute, Beijing Institute of Technology, Zhengzhou 100081, China

Funder

Sun Yat-sen University

National Key Research and Development Program of China

Natural Science Foundation of Beijing Municipality

Beijing Institute of Technology

National Natural Science Foundation of China

Southeast University

Beijing Capital Health Research and Development of Special Fund

Henan Province Joint Fund Project

Publisher

American Chemical Society (ACS)

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