EfficientNet improves accuracy in diagnosing hair loss stages.
September 2026 in “International Journal of Innovative Science and Research Technology (IJISRT)” This study found that graft survival rates after follicular unit extraction varied significantly across different stages of androgenetic alopecia, suggesting the NH stage may influence surgical outcomes.
3 citations
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November 2018 in “Hair transplant forum international” This study found that using body hair along with scalp hair in hair transplantation can significantly increase visual density and improve coverage in patients with higher grades of androgenetic alopecia.
1 citations
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January 2017 in “ARC journal of dermatology” This study introduced and evaluated Ahmad's NPRT system for documenting hair loss, finding it helpful in assessing the specific state of male pattern baldness in 500 patients.
1 citations
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September 2016 in “Hair transplant forum international” This article proposes enhancing the Norwood-Hamilton scale for assessing hair loss patterns but reports no new clinical results.