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    Automating Hair Loss Labels for Universally Scoring Alopecia from Images

    December 2022 in “ JAMA Dermatology ”
    Cameron Gudobba, Tejas Mane, Aylar Bayramova … Elena Bernardis
    Studysummary This study found that the HairComb algorithm achieved high accuracy in quantifying percentage hair loss across various types of alopecia, suggesting its potential for standardized automated assessments.
    Automatically generated from the study's abstract, not written by a person, and not a review of the full paper. Not medical advice or a treatment recommendation. Read the original study, and consult a qualified healthcare professional before changing treatment. Full disclaimer
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    Research cited in this study 10

    1. Quantifying Alopecia Areata via Texture Analysis to Automate the SALT Score Computation Journal of Investigative Dermatology Symposium Proceedings · 2017
    2. Alopecia Areata: Overview and Insights from January 2018 Journal of The American Academy of Dermatology · 2017
    3. The Hair Shedding Visual Scale: A Quick Tool to Assess Hair Loss in Women Dermatology and Therapy · 2017
    4. SALT II: A New Take on the Severity of Alopecia Tool for Determining Percentage Scalp Hair Loss Journal of The American Academy of Dermatology · 2016
    5. Classifications of Patterned Hair Loss: A Review Journal of Cutaneous and Aesthetic Surgery · 2016
    6. Central Hair Loss in African American Women: Incidence and Potential Risk Factors Journal of The American Academy of Dermatology · 2010
    7. A New Classification of Pattern Hair Loss That Is Universal for Men and Women: Basic and Specific (BASP) Classification Journal of The American Academy of Dermatology · 2007
    8. The Reliability of Horizontally Sectioned Scalp Biopsies in the Diagnosis of Chronic Diffuse Telogen Hair Loss in Women Journal of The American Academy of Dermatology · 2004
    9. Perception of Baldness and Hair Density Dermatology · 2002
    10. A New Classification of Male Pattern Baldness and a Clinical Study of the Anterior Hairline Aesthetic Plastic Surgery · 2000

    Related research 3

    1. Alopecia Areata: A Multifactorial Autoimmune Condition Journal of autoimmunity · 2018
    2. Linear Alopecia Areata JAAD case reports · 2018
    3. Treating Resistant Cases of Alopecia Universalis Journal of cosmetology & trichology · 2018