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MicroED plays an important role in providing a decisive clue for the reversible polymorphism changes induced by the adsorption of water molecules, regulating emissive properties.Surface-enhanced Raman scattering (SERS) with fast and intuitive property has been extensively utilized in the field of food safety. Here, we demonstrated a novel noble metal-polymer hybrid film as a SERS substrate for food fungicide analysis. Benefiting from its transparency and flexibility, poly(dimethylsiloxane) (PDMS) film was chosen as a versatile suppor

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79, an OR of 7.4 and a sensitivity of 27.9% at the same specificity. The machine-learning model was more accurate than standard eligibility criteria for lung cancer screening and more accurate than the modified PLCOm2012 model when applied to a screening-eligible population. Influential model variables included known risk factors and novel predictors such as white blood cell and platelet counts. A machine-learning model was more accurate for early diagnosis of NSCLC than either standard eligibility criteria for screening or the modified