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    1. Skin deep: dermatologic challenges in PCOS through the female lifespan Expert Review of Endocrinology & Metabolism · 2026
    2. Predicting Polycystic Ovary Syndrome among Reproductive-Aged Women in Bangladesh Using Machine Learning Algorithms: Development of a Hospital-Based Predictive Model 2025
    3. Construction of regulatory network for alopecia areata progression and identification of immune monitoring genes based on multiple machine-learning algorithms Precision clinical medicine · 2023 · 3 citations
    4. A Genome-Wide Association Study and Machine-Learning Algorithm Analysis on the Prediction of Facial Phenotypes by Genotypes in Korean Women Clinical Cosmetic and Investigational Dermatology · 2022 · 5 citations
    5. A quantitative technique to analyze and evaluate microstructures of skin hair follicles based on mueller matrix polarimetry Frontiers in Physics · 2022 · 9 citations
    6. 891 Comparison of phenotypes and transcriptomes of mouse skin-derived precursors and dermal mesenchymal stem cells Journal of Investigative Dermatology · 2019
    7. Treatments for Dissecting Cellulitis of the Scalp: A Systematic Review and Treatment Algorithm Dermatology and therapy · 2023 · 1 citations
    8. Deep Hair Phenomics: Implications in Endocrinology, Development, and Aging Journal of Investigative Dermatology · 2024
    9. Hidradenitis Suppurativa Mayo Clinic Proceedings · 2015 · 27 citations
    10. Weakly supervised learning of biomedical information extraction from curated data BMC Bioinformatics · 2016 · 232 citations
    11. 203 Automated skin surface phenotype for melanoma risk assessment Journal of Investigative Dermatology · 2023
    12. Artificial Intelligence in Aesthetic Medicine: Applications, Challenges, and Future Directions Journal of Cosmetic Dermatology · 2025
    13. A Machine Learning-Based Scalp Hair Inspection and Diagnosis System for Scalp Health 2024
    14. 3D spheroid culture synchronizes heterogeneous MSCs into an immunomodulatory phenotype with enhanced anti-inflammatory effects iScience · 2024 · 13 citations
    15. Skin image analysis for detection and quantitative assessment of dermatitis, vitiligo and alopecia areata lesions: a systematic literature review BMC Medical Informatics and Decision Making · 2025 · 5 citations
    16. A missense mutation in Lama3 causes androgen alopecia Scientific Reports · 2023
    17. Treatment of Chemotherapy Induced Alopecia IntechOpen eBooks · 2026
    18. Diagnosis and Management of Alopecia Areata: A Saudi Expert Consensus Statement (2023) Dermatology and Therapy · 2023
    19. Swiss Practice Recommendations for the Management of Hidradenitis Suppurativa/Acne Inversa Dermatology · 2017 · 52 citations
    20. Emerging smart microneedle technologies in psoriasis: convergence of nanocarriers, machine learning, and personalized delivery RSC Pharmaceutics · 2025
    21. Abstracts Experimental Dermatology · 2018 · 3 citations
    22. Large-scale genome-wide meta-analysis of polycystic ovary syndrome suggests shared genetic architecture for different diagnosis criteria PLOS Genetics · 2018 · 308 citations
    23. A Canadian Consensus on Androgenetic Alopecia: Approach and Management Journal of Cutaneous Medicine and Surgery · 2025
    24. Actinic keratosis: a clinical and epidemiological revision Anais Brasileiros de Dermatologia · 2012 · 89 citations
    25. When the algorithm fails and experience wins: An extraordinary trichoscopic case Forum Dermatologicum · 2026
    26. Network-Based Drug Repositioning: Approaches, Resources, and Research Directions Methods in molecular biology · 2018 · 39 citations
    27. Evidence-based approach to cutaneous hyperandrogenism in women Journal of The American Academy of Dermatology · 2015 · 42 citations
    28. Novel skin phenotypes revealed by a genome-wide mouse reverse genetic screen Nature Communications · 2014 · 50 citations
    29. The PER3 rs772027021 SNP induces pigmentation phenotypes of dyschromatosis universalis hereditaria 2022 · 2 citations
    30. Biallelic HEPHL1 variants impair ferroxidase activity and cause an abnormal hair phenotype PLOS genetics · 2019 · 24 citations