This study presents a comprehensive investigation of Escherichia coli O157:H7 survival and transfer on six cold chain packaging materials through experimental characterization and machine learning modeling. Survival experiments revealed significant material-dependent variations, with porous PE foamed cotton showing highest bacterial persistence (3.16 ± 0.
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