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    Glossary Deep Learning

    uses neural networks with many layers to analyze data

    Deep Learning (DL) is a subset of machine learning that uses neural networks with many layers (hence "deep") to analyze and learn from large amounts of data. It mimics the way the human brain processes information, allowing it to recognize patterns, make decisions, and improve over time with more data. This technology is widely used in applications like image and speech recognition, natural language processing, and even in medical diagnostics, such as identifying patterns in hair loss conditions like alopecia.

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    Research 30 of 1000+

    1. Automated early detection of androgenetic alopecia using deep learning on trichoscopic images from a Korean cohort: a retrospective model development and validation study Harvard Dataverse · 2025
    2. Deep Learning-based Trichoscopic Image Analysis and Quantitative Model for Predicting Basic and Specific Classification in Male Androgenetic Alopecia Acta dermato-venereologica · 2021
    3. Ensemble of pre-learned deep learning model and an optimized LSTM for Alopecia Areata classification Journal of Intelligent & Fuzzy Systems · 2023 · 7 citations
    4. Automated early detection of androgenetic alopecia using deep learning on trichoscopic images from a Korean cohort: a retrospective model development and validation study The Ewha Medical Journal · 2025
    5. Investigating Different Deep learning Models for Classification of Folliculitis 2023
    6. 200 Deep learning model to predict sentinel lymph node status in melanoma patients Journal of Investigative Dermatology · 2023
    7. DEEP REINFORCEMENT LEARNING FOR SCALABLE CONTROL OF BOOLEAN MODELS IN THE CONTEXT OF CELLULAR REPROGRAMMING Wiadomości Lekarskie · 2024
    8. Scalp disease analysis using deep learning models Applied and Computational Engineering · 2023
    9. 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
    10. Scalp Disorder Imaging: How Deep Learning and Explainable Artificial Intelligence are Revolutionizing Diagnosis and Treatment International Journal of Advanced Computer Science and Applications · 2024
    11. Optimizing skin disease diagnosis: harnessing online community data with contrastive learning and clustering techniques npj digital medicine · 2024 · 1 citations
    12. Exploring machine learning strategies for single-cell transcriptomic analysis in wound healing Burns & Trauma · 2025 · 5 citations
    13. 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
    14. Diagnosis of Scalp Disorders using Machine Learning and Deep Learning Approach -- A Review arXiv (Cornell University) · 2023 · 1 citations
    15. Severity Prediction of Hair Loss in Alopecia Areata with Hybrid Deep Learning Architecture 2025
    16. Deep Learning-based Automatic System for Diagnosis and Classification of Skin Dermatoses Research Square (Research Square) · 2022
    17. 574 A deep learning classifier for the analysis of tiger tail banding in trichothiodystrophy Journal of Investigative Dermatology · 2021
    18. Deep Learning-Powered Hair Disease Diagnosis: A ResNet50 Approach for Scalable and Accurate Classification 2025
    19. Enhanced Hair Disease Classification Using Deep Learning 2024
    20. FRCNN based Deep Learning for Identification and Classification of Alopecia Areata 2023 · 9 citations
    21. Hair Color Digitization through Imaging and Deep Inverse Graphics arXiv (Cornell University) · 2022
    22. Advancing Hair Disease Diagnostics: A Deep Learning Approach Using Inception-ResNet v2 for Multi-Class Classification 2024
    23. Predicting Hair Loss with AI: A Deep Learning Framework Combining Genetic and Scalp Health Data 2024 · 2 citations
    24. A Hybrid Deep Learning System for Automatic Detection of Scalp Diseases and Hair Fall Stage Classification 2026
    25. PEDL-XAI: A Hybrid Probabilistic Ensemble Deep Learning Approach for Hair Disorder Diagnosis International Journal of Engineering Research and Science & Technology · 2026
    26. 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
    27. 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
    28. Hair Tone Estimation at Roots via Imaging Device with Embedded Deep Learning Electronic Imaging · 2019 · 3 citations
    29. 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
    30. 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