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Do not edit or delete the old codes, as they will still be used in old claims (we will discuss that next)

Y-BL: Data curation, Methodology, Writing original draft

Ludmann P

Manivasagam T, Arunadevi S, Essa MM, SaravanaBabu C, Borah A, Thenmozhi AJ, Qoronfleh MW

The remaining missing data were subjected to kNN imputation, as this method has been proven to provide better performance, robustness, and an overall marginal type 1 error rate [30, 31], especially when the proportion of missing data across samples for a molecular feature is relatively low (as in our datasets, with only 11.6% of imputable variables)

As development continues, well see even more groundbreaking solutions for skin concerns that set new standards in beauty care performance.