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    1. AB-MTEDeep Classifier Trained with AAGAN for the Identification and Classification of Alopecia Areata Engineering Technology & Applied Science Research · 2023 · 5 citations
    2. Big Self-Supervised Models Advance Medical Image Classification arXiv (Cornell University) · 2021
    3. Scalp Disorder Imaging: How Deep Learning and Explainable Artificial Intelligence are Revolutionizing Diagnosis and Treatment International Journal of Advanced Computer Science and Applications · 2024
    4. Bias Assessment and Data Drift Detection in Medical Image Analysis: A Survey arXiv (Cornell University) · 2024 · 1 citations
    5. 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
    6. Generative adversarial networks for anonymous acneic face dataset generation PLoS ONE · 2024
    7. Deep Learning-Powered Hair Disease Diagnosis: A ResNet50 Approach for Scalable and Accurate Classification 2025
    8. Artificial neural networks algorithms for prediction of human hair loss related autoimmune disorder problem Journal of Autonomous Intelligence · 2023 · 5 citations
    9. Hair analysis based on medical history and spatial-temporal data Periodicals of Engineering and Natural Sciences (International University of Sarajevo) · 2019
    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. Optimized VGG19 Architecture for Precise and Efficient Multi-Class Hair Disease Classification 2024
    12. 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
    13. 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
    14. The Hair Cell Analysis Toolbox: A machine learning-based whole cochlea analysis pipeline bioRxiv (Cold Spring Harbor Laboratory) · 2021
    15. Closing the AI generalization gap by adjusting for dermatology condition distribution differences across clinical settings arXiv (Cornell University) · 2024
    16. Deep Learning-based Trichoscopic Image Analysis and Quantitative Model for Predicting Basic and Specific Classification in Male Androgenetic Alopecia Acta dermato-venereologica · 2021
    17. Optimizing skin disease diagnosis: harnessing online community data with contrastive learning and clustering techniques npj digital medicine · 2024 · 1 citations
    18. Hair Disease Classification Using Convolutional Neural Network (CNN) Algorithm with VGG-16 Architecture Sinkron · 2023
    19. Automated analysis of scanning electron microscopic images for assessment of hair surface damage Royal Society Open Science · 2020 · 10 citations
    20. Classification Framework for Healthy Hairs and Alopecia Areata: A Machine Learning (ML) Approach Computational and Mathematical Methods in Medicine · 2021 · 8 citations
    21. Quantitative analysis and development of alopecia areata classification frameworks Journal of Emerging Investigators · 2024 · 2 citations
    22. Crowdsourcing Dermatology Images with Google Search Ads: Creating a Real-World Skin Condition Dataset arXiv (Cornell University) · 2024 · 3 citations
    23. Hair cluster detection model based on dermoscopic images Frontiers in physics · 2024
    24. How different is human hair? A critical appraisal of the reported differences in global hair fibre characteristics and properties towards defining a more relevant framework for hair type classification International Journal of Cosmetic Science · 2022 · 8 citations
    25. 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
    26. Re-identification of anonymised MRI head images with publicly available software: investigation of the current risk to patient privacy EClinicalMedicine · 2024 · 13 citations
    27. Hair analysis based on medical history and spatial-temporal data Periodicals of Engineering and Natural Sciences (PEN) · 2019
    28. Relationship between Illness Behavior and Hair Loss Pattern According to the Basic and Specific (BASP) Classification Annals of Dermatology · 2023 · 1 citations
    29. Deep Learning Approaches for Hair Disease Classification: A Comparative Analysis of MobileNetV2 and VGG19 Architectures 2024 · 1 citations
    30. 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