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Idiopathic pulmonary fibrosis (IPF) is a progressive and fatal interstitial lung disease affecting the elderly, reflecting the significant burden it places on the aging population [2]

The data validation process included: Standardization of units (currency conversions, volume units, inflation adjustments) Cross-verification of data points across multiple secondary sources Normalization of inconsistent datasets Identification and resolution of data gaps Outlier detection and removal through algorithmic and manual checks Plausibility and coherence checks across segments and geographies This ensured that the dataset used for modelling was clean, robust, and reliable

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Many clients start with a drip and add an injection for targeted support

Cardiovascular Support