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    Research 24

    1. A Novel Fusion Technique for Early Detection of Alopecia Areata Using ResNet-50 and CRSHOG IEEE Access · 2024 · 2 citations
    2. Deep Learning-Powered Hair Disease Diagnosis: A ResNet50 Approach for Scalable and Accurate Classification 2025
    3. 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
    4. A Hybrid Deep Learning System for Automatic Detection of Scalp Diseases and Hair Fall Stage Classification 2026
    5. HairLossMultinet: A Multi Scale Feature Fusion Method Using Deep Learning Approach Communications in computer and information science · 2025
    6. Methods of Transfer Learning for Multiclass Hair Disease Categorization 2023
    7. Investigating Different Deep learning Models for Classification of Folliculitis 2023
    8. Androgenic Alopecia: Cross-Talk Between Cell Signal Transduction Pathways InTech eBooks · 2017 · 1 citations
    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. AB-MTEDeep Classifier Trained with AAGAN for the Identification and Classification of Alopecia Areata Engineering Technology & Applied Science Research · 2023 · 5 citations
    11. 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
    12. Weakly-Supervised Hair SEM Microscope Image Segmentation Using a Priori Structure Information Image Analysis & Stereology · 2024
    13. 448 Challenges of securing insurance approval for oral tofacitinib treatment of alopecia areata: A multi-institutional retrospective review Journal of Investigative Dermatology · 2020
    14. 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
    15. Analyse trichoskopischer Bilder mit tiefen neuronalen Netzen zur Diagnose und Aktivitätsbewertung von Alopecia areata – eine retrospektive Studie JDDG Journal der Deutschen Dermatologischen Gesellschaft · 2026
    16. Deep Hair Phenomics: Implications in Endocrinology, Development, and Aging Journal of Investigative Dermatology · 2024
    17. Poster Presentations Australasian Journal of Dermatology · 2021 · 25 citations
    18. A Study on the Development of a Web Platform for Scalp Diagnosis Using EfficientNet Applied Sciences · 2024 · 3 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. GAN-Based ROI Image Translation Method for Predicting Image after Hair Transplant Surgery Electronics · 2021 · 4 citations
    21. Integration of Colorimetric Sensing Dyes and Multi‐Substrate Arrays for Food Quality and Safety Monitoring: Design, Optimization, and Analysis Comprehensive Reviews in Food Science and Food Safety · 2025 · 2 citations
    22. Radiomics and radiogenomics in ovarian cancer: a review with a focus on ultrasound applications Cancer Imaging · 2025 · 2 citations
    23. Automating Hair Loss Labels for Universally Scoring Alopecia From Images JAMA Dermatology · 2022 · 1 citations
    24. Artificial intelligence in dermatology: а scoping review Vestnik dermatologii i venerologii · 2026