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    1. Deep Learning-based Automatic System for Diagnosis and Classification of Skin Dermatoses Research Square (Research Square) · 2022
    2. ScalpEye: A Deep Learning-Based Scalp Hair Inspection and Diagnosis System for Scalp Health IEEE Access · 2020 · 74 citations
    3. A DEEP LEARNING APPROACH FOR DIAGNOSIS OF COVID-19 INFECTION AND ITS RELATED FACTORS: A POPULATION-BASED STUDY JP Journal of Biostatistics · 2023
    4. Deep Learning-Based Dermatological Condition Detection: A Systematic Review With Recent Methods, Datasets, Challenges, and Future Directions IEEE access · 2023 · 1 citations
    5. PEDL-XAI: A Hybrid Probabilistic Ensemble Deep Learning Approach for Hair Disorder Diagnosis International Journal of Engineering Research and Science & Technology · 2026
    6. Hair and scalp disease detection using deep learning arXiv (Cornell University) · 2024 · 1 citations
    7. Deep Learning Based Non-Invasive Framework for Nutritional Deficiency Detection Using Hair and Nail Images FMDB Transactions on Sustainable Health Science Letters · 2026
    8. Diagnosis of Scalp Disorders using Machine Learning and Deep Learning Approach -- A Review arXiv (Cornell University) · 2023 · 1 citations
    9. Analysis of modern approaches to hair care: An overview of products and techniques Revista Científica Sinapsis · 2025
    10. Analysis of modern approaches to hair care: An overview of products and techniques Revista Científica de Estética e Cosmetologia · 2025
    11. 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
    12. Detection of Meibomian Gland Dysfunction by in vivo Confocal Microscopy Based on Deep Convolutional Neural Network Research Square (Research Square) · 2021 · 3 citations
    13. Deep Hair Phenomics: Implications in Endocrinology, Development, and Aging Journal of Investigative Dermatology · 2024
    14. How good is artificial intelligence (AI) at solving hairy problems? A review of AI applications in hair restoration and hair disorders Dermatologic Therapy · 2021 · 4 citations
    15. Severity Prediction of Hair Loss in Alopecia Areata with Hybrid Deep Learning Architecture 2025
    16. A Hybrid Deep Learning System for Automatic Detection of Scalp Diseases and Hair Fall Stage Classification 2026
    17. 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
    18. Hair Follicle Classification and Hair Loss Severity Estimation Using Mask R-CNN Journal of Imaging · 2022 · 4 citations
    19. Scalp Disorder Imaging: How Deep Learning and Explainable Artificial Intelligence are Revolutionizing Diagnosis and Treatment International Journal of Advanced Computer Science and Applications · 2024
    20. Deep Learning-Powered Hair Disease Diagnosis: A ResNet50 Approach for Scalable and Accurate Classification 2025
    21. Optimizing skin disease diagnosis: harnessing online community data with contrastive learning and clustering techniques npj digital medicine · 2024 · 1 citations
    22. Deep Learning-based Trichoscopic Image Analysis and Quantitative Model for Predicting Basic and Specific Classification in Male Androgenetic Alopecia Acta dermato-venereologica · 2021
    23. A Machine Learning-Based Scalp Hair Inspection and Diagnosis System for Scalp Health 2024
    24. HairLossMultinet: A Multi Scale Feature Fusion Method Using Deep Learning Approach Communications in computer and information science · 2025
    25. Ensemble of pre-learned deep learning model and an optimized LSTM for Alopecia Areata classification Journal of Intelligent & Fuzzy Systems · 2023 · 7 citations
    26. DEEP REVIEW ON ALOPECIA AREATA DIAGNOSIS FOR HAIR LOSS-RELATED AUTOIMMUNE DISORDER PROBLEM International Journal of Applied Pharmaceutics · 2022
    27. DETECTION OF HAIR FALL AND SCALP DISORDERS THROUGH ML AND IMAGE PROCESSING Kufa Journal of Engineering · 2025
    28. From Diagnosis to Prognosis: A Scoping Review of Artificial Intelligence in Alopecia Research Open Science Framework · 2026
    29. 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
    30. Scalp disease analysis using deep learning models Applied and Computational Engineering · 2023