Direct prediction of ceftazidime-resistant Stenotrophomonas maltophilia from routine MALDI-TOF mass spectra using machine learning

Affiliations

• ¹ AI Innovation Center, China Medical University Hospital, Taichung, Taiwan.
• ² Department of Laboratory Medicine, China Medical University Hospital, Taichung, Taiwan.
• ³ Department of Laboratory Medicine, China Medical University Hospital, Taichung, Taiwan; Department of Medical Laboratory Science and Biotechnology, China Medical University, Taichung, Taiwan.
• ⁴ Department of Laboratory Medicine, China Medical University Hospital, Taichung, Taiwan; Division of Infectious Diseases, Department of Internal Medicine, China Medical University Hospital, Taichung, Taiwan; School of Medicine, China Medical University, Taichung, Taiwan. Electronic address: hsporen@gmail.com.
• ⁵ Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan; Department of Neurosurgery, China Medical University Hospital, Taichung, Taiwan. Electronic address: d5057@mail.cmuh.org.tw.