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    1. Skin deep: dermatologic challenges in PCOS through the female lifespan Expert Review of Endocrinology & Metabolism · 2026
    2. 0040 Machine learning algorithms as tools for identifying predictive autoantibody biomarkers in pemphigus vulgaris Journal of Investigative Dermatology · 2025
    3. Use of Single‐Cell Data and scPagwas Analysis to Identify T Cell Subsets and Construct a Prognostic Model for Clear Cell Renal Cell Carcinoma Human Mutation · 2026
    4. A consensus-based treatment algorithm for alopecia areata in adolescents and adults: integrating severity, quality of life, and disease dynamics Frontiers in Medicine · 2026
    5. 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
    6. Biomarker-based methods for determining noncompliance in a prevention trial Controlled Clinical Trials · 2002 · 11 citations
    7. A systematic simulation-based meta-analytical framework for prediction of physiological biomarkers in alopecia Journal of Biological Research · 2019 · 11 citations
    8. A Fuzzy Logic-Based Computational Framework for Precision Triage in Androgenetic Alopecia: A Simulated Biomarker-Driven Approach International Journal of Computational Intelligence Systems · 2025
    9. A Feature-Preserving Hair Removal Algorithm for Dermoscopy Images Skin Research and Technology · 2011 · 50 citations
    10. Identifying effective immune biomarkers in alopecia areata diagnosis based on machine learning methods BMC Medical Informatics and Decision Making · 2025 · 3 citations
    11. Human Hair as a Testing Substrate in the Era of Precision Medicine: Potential Role of ‘Omics-Based Approaches IntechOpen eBooks · 2018 · 1 citations
    12. Comparative Characterization of Human Meibomian Glands, Free Sebaceous Glands, and Hair-Associated Sebaceous Glands Based on Biomarkers, Analysis of Secretion Composition, and Gland Morphology International journal of molecular sciences · 2024
    13. Non-invasive Approaches for the Diagnosis of Autoimmune/Autoinflammatory Skin Diseases—A Focus on Psoriasis and Lupus erythematosus Frontiers in Immunology · 2019 · 17 citations
    14. Genetic prediction of male pattern baldness based on large independent datasets European Journal of Human Genetics · 2022 · 3 citations
    15. Discovery Potential Hub Genes and Pathways in Keloid Fibroblast Development Based on Bioinformatics Analysis International Journal of Genomics · 2025
    16. Baseline Neutrophil-to-Lymphocyte Ratio Stratifies Early Trichoscopic Response to Platelet-Rich Plasma–Based Regimens in Non-Scarring Alopecia: A Real-World Cohort with Internal Validation Using an Interpretable Neural Network Life · 2026
    17. Repurposing FDA approved drugs for psoriasis indications through integrated molecular docking, one-SVM algorithm, and molecular dynamics simulation approaches Scientific Reports · 2025
    18. Artificial Intelligence in Aesthetic Medicine: Applications, Challenges, and Future Directions Journal of Cosmetic Dermatology · 2025
    19. Comprehensive Review on Hair Loss and Restorative Techniques: Advances in Diagnostic, Artistry, and Surgical Innovation Cureus · 2025
    20. Decoding Gut Microbiome Dysbiosis as a Non-Invasive Diagnostic Biomarker for Alopecia Areata Cosmetics · 2025
    21. The Microanatomy of Human Skin in Aging bioRxiv (Cold Spring Harbor Laboratory) · 2024 · 5 citations
    22. Extracellular vesicles in age-related diseases: disease pathogenesis, intervention, and biomarker Stem Cell Research & Therapy · 2025 · 9 citations
    23. British Association of Dermatologists living guideline for managing people with alopecia areata 2025 British Journal of Dermatology · 2025
    24. Transcriptome analysis of frontal fibrosis alopecia revealed involvement of immune cells and ferroptosis Skin research and technology · 2024
    25. Immune therapies for alopecia areata: evidence and new perspectives Expert Review of Clinical Immunology · 2025 · 5 citations
    26. Multi-omics and AI-driven advances in miRNA-mediated hair follicle regulation in cashmere goats Frontiers in Veterinary Science · 2025 · 2 citations
    27. North American clinical management guidelines for hidradenitis suppurativa: A publication from the United States and Canadian Hidradenitis Suppurativa Foundations Journal of the American Academy of Dermatology · 2019 · 256 citations
    28. Swiss Practice Recommendations for the Management of Hidradenitis Suppurativa/Acne Inversa Dermatology · 2017 · 52 citations
    29. Effect of Sun exposure-induced ferroptosis mechanisms on pathology and potential biological processes of primary melanoma by microarray data analysis Frontiers in Genetics · 2022 · 12 citations
    30. The exploration of mitochondrial‐related features helps to reveal the prognosis and immunotherapy methods of colorectal cancer Cancer Reports · 2023 · 2 citations