Artificial Intelligence-Clinical Decision Support System in Infectious Disease Control: Combatting Multidrug-Resistant Klebsiella pneumoniae with Machine Learning.
Ming-Jr JianTai-Han LinHsing-Yi ChungChih-Kai ChangCherng-Lih PerngFeng-Yee ChangHung-Sheng ShangPublished in: Infection and drug resistance (2024)
Integrating MALDI-TOF MS with machine learning in an AI-CDSS has greatly expedited the detection of KP resistance by approximately 1 day. This system offers timely guidance, potentially enhancing clinical decision-making and improving treatment outcomes for KP infections.
Keyphrases
- artificial intelligence
- machine learning
- klebsiella pneumoniae
- multidrug resistant
- clinical decision support
- infectious diseases
- big data
- decision making
- drug resistant
- gram negative
- acinetobacter baumannii
- electronic health record
- deep learning
- escherichia coli
- mass spectrometry
- loop mediated isothermal amplification
- label free