Nonlinear artificial neural networks are better at identifying different types of animal hair than linear ones.  
     
           3 citations
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  December 2018   in “Meta Gene”    Certain gene variations increase male hair loss risk, influenced by hormone levels.  
     
           January 2021   in “Lecture notes in networks and systems”    Deep learning can accurately detect Alopecia Areata with up to 98.3% accuracy.  
     
           86 citations
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  August 2021   in “Polymers”    Microneedles are effective for drug delivery, vaccinations, fluid extraction, and treating hair loss, with advancements in manufacturing like 3D printing.  
     
           October 2023   in “Sinkron”    The system can accurately classify hair diseases with 94.5% accuracy using a CNN.