Rare skin diseases, characterized by their low prevalence and diverse manifestations, present significant challenges in understanding their causes, progression, and treatment. These diseases come with challenges such as proper diagnosis, management, treatment and research. Rare skin diseases have a diverse range of conditions that affect a small percentage of the population. This paper dives deeply into the challenges, advance in diagnosis, along with the management and research involved with Rare Skin Diseases. Additionally, exploring the application of design of experiments (DoE) and statistical methodologies to address these challenges effectively.

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