How Good Is Artificial Intelligence at Solving Hairy Problems? A Review of AI Applications in Hair Restoration and Hair Disorders

    January 2021 in “ Dermatologic Therapy ”
    Anik Gupta, Iordanka A. Ivanova, Helen J Renaud
    Studysummary This review highlights current and future AI applications in hair restoration and diagnosis of hair disorders, including automated systems for hair detection and self-diagnosis, emphasizing the need for experts to understand their benefits and limitations.
    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. ScalpEye: A Deep Learning-Based Scalp Hair Inspection and Diagnosis System for Scalp Health IEEE Access · 2020
    2. Hair Tone Estimation at Roots via Imaging Device with Embedded Deep Learning Electronic Imaging · 2019
    3. Quantifying Alopecia Areata via Texture Analysis to Automate the SALT Score Computation Journal of Investigative Dermatology Symposium Proceedings · 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. Quantitative Assessment of Female Pattern Hair Loss Dermatologica Sinica · 2015
    6. Assessment of Hair Density and Caliber in Caucasian and Asian Female Subjects with Female Pattern Hair Loss Using the Folliscope Journal of The American Academy of Dermatology · 2011
    7. Validation of TrichoScan Technology as a Fully-Automated Tool for Evaluation of Hair Growth Parameters European journal of dermatology/EJD. European journal of dermatology · 2009
    8. TrichoScan: A Useful Method for Measuring Hair Growth Parameters and Enhancing Patient Selection for Hair Restoration Surgery Hair transplant forum international · 2009
    9. TrichoScan: A Novel Tool for the Analysis of Hair Growth In Vivo Journal of Investigative Dermatology Symposium Proceedings · 2003
    10. Classification of the Types of Androgenetic Alopecia (Common Baldness) Occurring in the Female Sex British Journal of Dermatology · 1977

    Related research 7

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    2. Autologous Whole Fat Injection Stimulates Hair Growth in Resistant Androgenetic Alopecia: Report of Nine Cases Journal of Cosmetic Dermatology · 2020
    3. A Pilot Evaluation of Scalp Skin Wounding to Promote Hair Growth in Female Pattern Hair Loss International Journal of Women's Dermatology · 2020
    4. Hair Loss (Alopecia or Baldness) 2018
    5. Treatments of Hereditary Hair Loss (Alopecia) 2018
    6. Effect of Minoxidil on Hair Growth in Androgenic Alopecia in Women PubMed · 2002
    7. Nonscarring Hair Loss Disorders Postgraduate Medicine · 1982