IDENTIFICATION OF PANOPTOSIS-RELATED GENES FOR IDIOPATHIC PULMONARY FIBROSIS BY MACHINE LEARNING AND MOLECULAR SUBTYPE ANALYSIS

Identification of PANoptosis-related genes for idiopathic pulmonary fibrosis by machine learning and molecular subtype analysis

Abstract Idiopathic pulmonary fibrosis (IPF) is a severe interstitial lung disease characterized by a grim prognosis, in which various forms of cell death are significant contributors to its development.The objective of this study is to explore diagnostic biomarkers and molecular iphone 13 pro max price winnipeg subtypes associated with PANoptosis

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Digital Analysis Methods in Business-Processes and Projects in Digital Twins at Investment-Construction Companies

The article analyzes modeling of investment-construction company work from graph models to digital analogues.Such analysis is necessary in order to build economically grounded hp pavilion 15-eg1053cl twin of the investment-construction company.The need to use advanced digital methods of business-analysis in conditions of real time was substantiated

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