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Yi-Hsin Chen

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Oct 2026

Inter-isolate similarity networks reveal task-dependent graph signal for antimicrobial resistance prediction from MALDI-TOF mass spectra.

Antimicrobial resistance (AMR) prediction from matrix-assisted laser desorption/ionization time-of-flight (MALDI-TOF) mass spectra is typically formulated as instance-wise classification, even though clinical isolates are naturally related by spectral similarity. We ask whether isolate-level similarity carries AMR info...

Yi-Hsin Chen, Yin-Tzer Shih · 0 citations

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