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    1. Deep Learning-based Trichoscopic Image Analysis and Quantitative Model for Predicting Basic and Specific Classification in Male Androgenetic Alopecia Acta dermato-venereologica · 2021
    2. Automated measurement of hair density and projected apparent width via deep learning–based phototrichogram analysis International Journal of Cosmetic Science · 2026
    3. Deep Learning Approaches for Hair Disease Classification: A Comparative Analysis of MobileNetV2 and VGG19 Architectures 2024 · 1 citations
    4. Scalp disease analysis using deep learning models Applied and Computational Engineering · 2023
    5. 574 A deep learning classifier for the analysis of tiger tail banding in trichothiodystrophy Journal of Investigative Dermatology · 2021
    6. PEDL-XAI: A Hybrid Probabilistic Ensemble Deep Learning Approach for Hair Disorder Diagnosis International Journal of Engineering Research and Science & Technology · 2026
    7. Exploring machine learning strategies for single-cell transcriptomic analysis in wound healing Burns & Trauma · 2025 · 5 citations
    8. Past, present, and future of global research on artificial intelligence applications in dermatology: A bibliometric analysis Medicine · 2023 · 12 citations
    9. 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
    10. Quantitative analysis and development of alopecia areata classification frameworks Journal of Emerging Investigators · 2024 · 2 citations
    11. Analyse trichoskopischer Bilder mit tiefen neuronalen Netzen zur Diagnose und Aktivitätsbewertung von Alopecia areata – eine retrospektive Studie JDDG Journal der Deutschen Dermatologischen Gesellschaft · 2026
    12. Analysis of modern approaches to hair care: An overview of products and techniques Revista Científica Sinapsis · 2025
    13. Analysis of modern approaches to hair care: An overview of products and techniques Revista Científica de Estética e Cosmetologia · 2025
    14. Analysis of trichoscopic images using deep neural networks for the diagnosis and activity assessment of alopecia areata – a retrospective study JDDG Journal der Deutschen Dermatologischen Gesellschaft · 2025 · 2 citations
    15. Predicting Hair Loss with AI: A Deep Learning Framework Combining Genetic and Scalp Health Data 2024 · 2 citations
    16. Genetic and Environmental Factors Affecting Hair Density in East Asian Populations British Journal of Dermatology · 2025
    17. PandaOmics: An AI-Driven Platform for Therapeutic Target and Biomarker Discovery Journal of Chemical Information and Modeling · 2024 · 110 citations
    18. Deep Hair Phenomics: Implications in Endocrinology, Development, and Aging Journal of Investigative Dermatology · 2024
    19. BaldGraphFormer: An Explainable Deep Learning Framework for Early Baldness Prediction by Integrating Swin Transformer, Graph Attention Networks and Clinical Features International Journal of Advanced Research in Science Communication and Technology · 2026
    20. A Hybrid Deep Learning System for Automatic Detection of Scalp Diseases and Hair Fall Stage Classification 2026
    21. Neurospectrum: A Geometric and Topological Deep Learning Framework for Uncovering Spatiotemporal Signatures in Neural Activity bioRxiv (Cold Spring Harbor Laboratory) · 2023 · 3 citations
    22. The Hair Cell Analysis Toolbox: A machine learning-based whole cochlea analysis pipeline bioRxiv (Cold Spring Harbor Laboratory) · 2021
    23. Vitadetect : Vitamin Deficiency Detection Open MIND · 2026
    24. Trichoscopy and Computational Models for Hair and Scalp Disorders: Image Analysis, Quantification, and Clinical Integration Applied Sciences · 2026
    25. Research Techniques Made Simple: Optical Clearing and Three-Dimensional Volumetric Imaging of Skin Biopsies Journal of Investigative Dermatology · 2020 · 2 citations
    26. Hair and scalp disease detection using deep learning arXiv (Cornell University) · 2024 · 1 citations
    27. Scalp Disorder Imaging: How Deep Learning and Explainable Artificial Intelligence are Revolutionizing Diagnosis and Treatment International Journal of Advanced Computer Science and Applications · 2024
    28. ScalpEye: A Deep Learning-Based Scalp Hair Inspection and Diagnosis System for Scalp Health IEEE Access · 2020 · 74 citations
    29. Artificial Intelligence Deep Learning Ultrasound Discrimination of Cosmetic Fillers Journal of Ultrasound in Medicine · 2025 · 1 citations
    30. Diagnosis of Scalp Disorders using Machine Learning and Deep Learning Approach -- A Review arXiv (Cornell University) · 2023 · 1 citations