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    1. ScalpEye: A Deep Learning-Based Scalp Hair Inspection and Diagnosis System for Scalp Health IEEE Access · 2020 · 74 citations
    2. Hair cluster detection model based on dermoscopic images Frontiers in physics · 2024
    3. From Diagnosis to Prognosis: A Scoping Review of Artificial Intelligence in Alopecia Research Open Science Framework · 2026
    4. A Feature-Preserving Hair Removal Algorithm for Dermoscopy Images Skin Research and Technology · 2011 · 50 citations
    5. A Comparative Analysis of Large Language Model Accuracy for Image-Based Hair Disease Identification in Diverse Skin Tones Journal of the National Medical Association · 2024
    6. Deep Learning Based Non-Invasive Framework for Nutritional Deficiency Detection Using Hair and Nail Images FMDB Transactions on Sustainable Health Science Letters · 2026
    7. Research on hair removal algorithm of dermatoscopic images based on maximum variance fuzzy clustering and optimization Criminisi algorithm Biomedical Signal Processing and Control · 2022 · 6 citations
    8. An Analysis of Alopecia Areata Classification Framework for Human Hair Loss Based on VGG-SVM Approach Journal of Pharmaceutical Negative Results · 2022
    9. Hair and scalp disease detection using deep learning arXiv (Cornell University) · 2024 · 1 citations
    10. Deep Learning-Based Dermatological Condition Detection: A Systematic Review With Recent Methods, Datasets, Challenges, and Future Directions IEEE access · 2023 · 1 citations
    11. Detection of Meibomian Gland Dysfunction by in vivo Confocal Microscopy Based on Deep Convolutional Neural Network Research Square (Research Square) · 2021 · 3 citations
    12. SnapshotDx Quiz: September 2016 Journal of Investigative Dermatology · 2016
    13. Prediction of Alopecia Areata using CNN 2023 · 15 citations
    14. Enhanced stratification of male pattern hair loss using AI through novel loss region ratio analysis Scientific Reports · 2025
    15. Automated Trichoscopic Analysis for Hair Disorder Classification Using Semantic Segmentation 2026
    16. Hair Disease Classification Using Convolutional Neural Network (CNN) Algorithm with VGG-16 Architecture Sinkron · 2023
    17. Dermacen Analytica: A Novel Methodology Integrating Multi-Modal Large Language Models with Machine Learning in tele-dermatology arXiv (Cornell University) · 2024 · 3 citations
    18. 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
    19. FRCNN based Deep Learning for Identification and Classification of Alopecia Areata 2023 · 9 citations
    20. Optimized polycystic ovarian disease prognosis and classification using AI based computational approaches on multi-modality data BMC Medical Informatics and Decision Making · 2024 · 19 citations
    21. SnapshotDx Quiz: November 2017 Journal of Investigative Dermatology · 2017
    22. Flow-guided hair removal for automated skin lesion identification Multimedia Tools and Applications · 2018 · 6 citations
    23. Hair & Scalp Disease Detection Using Machine Learning & Image Processing INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT · 2024 · 4 citations
    24. An Automatic AI‐Based Algorithm That Grades the Scalp Surface Exfoliating Process From Video Imaging. Application to Dandruff Severity and Its Validation on Subjects of Different Ages and Ethnicities Journal of Cosmetic Dermatology · 2025
    25. Trichoscopy of Alopecia Areata: Hair Loss Feature Extraction and Computation Using Grid Line Selection and Eigenvalue Computational and Mathematical Methods in Medicine · 2020 · 10 citations
    26. Usefulness of high-frequency ultrasonography in the assessment of alopecia areata – comparison of ultrasound images with trichoscopic images Postepy Dermatologii I Alergologii · 2021 · 4 citations
    27. Establishment and validation of a hair fall atlas for Chinese men based on trichoscopy International Journal of Cosmetic Science · 2025
    28. Revolutionizing Hair Fall Analysis: The Advanced Precipitation U-Net Model Journal of Neonatal Surgery · 2025
    29. BaldPredict: AI-Driven Prediction Model for Alopecia Areata 2025
    30. Videodermoscopy Scalp Psoriasis Severity Index (VSCAPSI): A useful tool for evaluation of scalp psoriasis European Journal of Dermatology · 2011 · 12 citations