Research on Mental Stress Recognition of Depressive Disorders in Patients with Androgenic Alopecia Based on Machine Learning and Fuzzy K-Means Clustering

    November 2021 in “ Frontiers in Genetics ”
    Yulong Li, Bao-jin Wu, Xiujun Li … Yufei Li
    Studysummary This study found that a new FAW-FS algorithm improved recognition of depression in patients with androgenic alopecia, and comprehensive psychological interventions positively impacted their rehabilitation outcomes.
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    Research cited in this study 7

    1. Caffeine and Its Pharmacological Benefits in the Management of Androgenetic Alopecia: A Review Skin Pharmacology and Physiology · 2020
    2. Female Androgenetic Alopecia: An Update on Diagnosis and Management American Journal of Clinical Dermatology · 2019
    3. From Industry 4.0 to Lab 4.0 BioTechniques · 2019
    4. Psychological Assessment in 355 Chinese College Students With Androgenetic Alopecia Medicine · 2018
    5. Alopecia Areata: A Review of Disease Pathogenesis British journal of dermatology/British journal of dermatology, Supplement · 2018
    6. Androgenetic Alopecia: A Review Endocrine · 2017
    7. Androgenetic Alopecia in the Pediatric Population: A Retrospective Review of 57 Patients British Journal of Dermatology · 2010