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    Research 24

    1. 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
    2. A Study on the Development of a Web Platform for Scalp Diagnosis Using EfficientNet Applied Sciences · 2024 · 3 citations
    3. Automated Classification of Male and Female Pattern Hair Loss Stages Using EfficientNet According to the Hamilton-Norwood and Ludwig Scale 2026
    4. A Hybrid Deep Learning System for Automatic Detection of Scalp Diseases and Hair Fall Stage Classification 2026
    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. 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
    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. Analyse trichoskopischer Bilder mit tiefen neuronalen Netzen zur Diagnose und Aktivitätsbewertung von Alopecia areata – eine retrospektive Studie JDDG Journal der Deutschen Dermatologischen Gesellschaft · 2026
    9. 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
    10. 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
    11. Generative adversarial networks for anonymous acneic face dataset generation PLoS ONE · 2024
    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. Hair cluster detection model based on dermoscopic images Frontiers in physics · 2024
    15. Scalp Disorder Imaging: How Deep Learning and Explainable Artificial Intelligence are Revolutionizing Diagnosis and Treatment International Journal of Advanced Computer Science and Applications · 2024
    16. Using artificial intelligence to compute Severity of Alopecia Tool scores JAAD International · 2024 · 5 citations
    17. 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
    18. Evaluation of Automated Measurement of Hair Density Using Deep Neural Networks Sensors · 2022 · 8 citations
    19. 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
    20. Editorial: Progress and Prospects on Skin Imaging Technology, Teledermatology and Artificial Intelligence in Dermatology Frontiers in Medicine · 2021 · 2 citations
    21. Trichoscopy and Computational Models for Hair and Scalp Disorders: Image Analysis, Quantification, and Clinical Integration Applied Sciences · 2026
    22. Artificial Intelligence in Non-Surgical Cosmetic Procedures: A Multi-Stakeholder Revolution Aesthetic Plastic Surgery · 2026
    23. From Diagnosis to Prognosis: A Scoping Review of Artificial Intelligence in Alopecia Research Open Science Framework · 2026
    24. 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