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Machine learning has been able to uncover hidden cases of hidradenitis suppurativa (HS) skin condition and has the potential to revolutionize the healthcare industry. The new model can accurately diagnose HS and distinguish it from other skin conditions, reducing the burden on healthcare systems and improving outcomes for patients. It has also identified risk factors for HS and has shown success in detecting other medical conditions. However, there are limitations in data availability.