Author

H.-A. Nguyen

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Preprint Aug 2026

TRUE-Colon: Exposing a Consistent Transfer Asymmetry in Real-Time Polyp Detection

Computer-aided detection (CADe) systems for colonoscopy promise to reduce clinical miss rates, yet reliable real-world deployment remains elusive. This translational gap stems in part from a structural flaw in model development: the reliance on curated datasets that under-represent the long negative stretches and proce...

Sebastian Doerrich, A. Schwab, Francesco Di Salvo et al. · 0 citations

Aug 2026

MALDI-ST: A deep learning-based framework for rapid bacterial strain typing using MALDI-TOF mass spectra

A proof-of-concept study demonstrates the potential of MALDI-TOF MS for bacterial strain typing across four key pathogens, and reveals that center- and instrument-specific variation can substantially affect performance.

H.-A. Nguyen, A. Peleg, J. Song et al. · medRxiv · 0 citations