Author

Yu-Che Cheng

2 papers indexed here

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Open access Sep 2026

Rapid Antimicrobial Susceptibility Testing Using Direct Centrifugation Significantly Reduces Turnaround Time While Maintaining High Diagnostic Accuracy in Bloodstream Infections

Background/Objectives: Bloodstream infection-associated sepsis and septic shock remain major causes of in-hospital mortality. Because conventional antimicrobial susceptibility testing (AST) requires 48–72 h, earlier susceptibility results may facilitate timely antimicrobial optimization. This study evaluated the perfor...

Chi-Yen Wong, S. Wong, Wen-Ling Yen et al. · Diagnostics · 0 citations

Open access Aug 2026

Integrated spectral-ML framework for the high-fidelity discrimination of cancer cells in liquid biopsy

This study presents a systematic evaluation of three nonlinear ML classifiers, including random forest (RF), extreme gradient boosting (XGB), and support vector machine (SVM), while integrating advanced spectral preprocessing methods such as modified Vancouver Raman algorithm, multiframe non-local means (MNLM) denoisin...

Hsien-Ting Chang, I-Tsu Chyuan, Jia-Lin Li et al. · Journal of Micromechanics an... · 0 citations