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    1. A Study on the Development of a Web Platform for Scalp Diagnosis Using EfficientNet Applied Sciences · 2024 · 3 citations
    2. Scalp Disease Detection Using Deep Learning: A Hybrid Ensemble Approach with EfficientNetB0, DenseNet121 and MobileNetV2 International Journal of Scientific Research in Science and Technology · 2026
    3. Automated Classification of Male and Female Pattern Hair Loss Stages Using EfficientNet According to the Hamilton-Norwood and Ludwig Scale 2026
    4. Evaluation of Automated Measurement of Hair Density Using Deep Neural Networks Sensors · 2022 · 8 citations
    5. Classification of Visually Similar Scalp Diseases using Deep Learning: A Hybrid CNN-VIT Approach with Cross-Attention Fusion Zenodo (CERN European Organization for Nuclear Research) · 2026
    6. A Hybrid Deep Learning System for Automatic Detection of Scalp Diseases and Hair Fall Stage Classification 2026
    7. Classification of Visually Similar Scalp Diseases using Deep Learning: A Hybrid CNN-VIT Approach with Cross-Attention Fusion Zenodo (CERN European Organization for Nuclear Research) · 2026
    8. Classification of Visually Similar Scalp Diseases using Deep Learning: A Hybrid CNN-VIT Approach with Cross-Attention Fusion Zenodo (CERN European Organization for Nuclear Research) · 2026
    9. Analyse trichoskopischer Bilder mit tiefen neuronalen Netzen zur Diagnose und Aktivitätsbewertung von Alopecia areata – eine retrospektive Studie JDDG Journal der Deutschen Dermatologischen Gesellschaft · 2026
    10. Quantitative analysis and development of alopecia areata classification frameworks Journal of Emerging Investigators · 2024 · 2 citations
    11. Deep Clustering via Center-Oriented Margin Free-Triplet Loss for Skin Lesion Detection in Highly Imbalanced Datasets IEEE Journal of Biomedical and Health Informatics · 2022 · 61 citations
    12. Harnessing Deep Learning for Scalp and Hair Disease Classification: A Comparative Study of Convolutional Neural Networks Architectures Journal of Digital Information Management · 2025 · 1 citations
    13. Diagnosis of Scalp Disorders using Machine Learning and Deep Learning Approach -- A Review arXiv (Cornell University) · 2023 · 1 citations
    14. 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
    15. Hair cluster detection model based on dermoscopic images Frontiers in physics · 2024
    16. Scalp Disorder Imaging: How Deep Learning and Explainable Artificial Intelligence are Revolutionizing Diagnosis and Treatment International Journal of Advanced Computer Science and Applications · 2024
    17. Nutraceuticals for Healthy Skin Aging Elsevier eBooks · 2017 · 8 citations
    18. Using artificial intelligence to compute Severity of Alopecia Tool scores JAAD International · 2024 · 5 citations
    19. KEBOT: An Artificial Intelligence Based Comprehensive Analysis System for FUE Based Hair Transplantation IEEE Access · 2020 · 9 citations
    20. Hair Follicle Classification and Hair Loss Severity Estimation Using Mask R-CNN Journal of Imaging · 2022 · 4 citations
    21. Multi-omics and AI-driven advances in miRNA-mediated hair follicle regulation in cashmere goats Frontiers in Veterinary Science · 2025 · 2 citations
    22. Leveraging deep neural networks to uncover unprecedented levels of precision in the diagnosis of hair and scalp disorders Skin research and technology · 2024 · 1 citations
    23. Trichoscopy and Computational Models for Hair and Scalp Disorders: Image Analysis, Quantification, and Clinical Integration Applied Sciences · 2026
    24. Inflammatory Signatures and Biological Markers in Platelet-Rich Plasma Therapy for Hair Regrowth: A Comprehensive Narrative Analysis Diagnostics · 2025
    25. An Early Hair Loss Detection and Prediction Method Based on Machine Learning 2025
    26. 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
    27. Editorial: Progress and Prospects on Skin Imaging Technology, Teledermatology and Artificial Intelligence in Dermatology Frontiers in Medicine · 2021 · 2 citations
    28. Artificial Intelligence in Non-Surgical Cosmetic Procedures: A Multi-Stakeholder Revolution Aesthetic Plastic Surgery · 2026
    29. From Diagnosis to Prognosis: A Scoping Review of Artificial Intelligence in Alopecia Research Open Science Framework · 2026
    30. Placental Extracts, Proteins, and Hydrolyzed Proteins as Active Ingredients in Cosmetic Preparations for Hair Loss: A Systematic Review of Available Clinical Evidence Applied Sciences · 2024