Lu Chen

AUG 12, 2026 · PREPRINT

JAPE: Joint Anomaly Prediction and Intrinsic Explanation in Multivariate Time Series

arXiv

This is an unreviewed preprint presenting a novel machine-learning framework for anomaly prediction in time series; it reports experimental results on benchmarks but lacks peer review and clinical validation.

JUL 31, 2026 · JOURNAL ARTICLE

Polystyrene microplastics facilitate Clostridioides difficile biofilm formation and attenuate antibiotic susceptibility

Applied and Environmental Microbiology

In vitro mechanistic study establishing PS-MP–CD interactions in cell culture without clinical outcomes, animal models, or human validation; raises important questions about environmental pathogen interactions but does not answer them in a clinical context.