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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 10 of 1000+

    1. ScalpEye: A Deep Learning-Based Scalp Hair Inspection and Diagnosis System for Scalp Health IEEE Access · 2020 · 74 citations
    2. FRCNN based Deep Learning for Identification and Classification of Alopecia Areata 2023 · 9 citations
    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. Predicting Hair Loss with AI: A Deep Learning Framework Combining Genetic and Scalp Health Data 2024 · 2 citations
    5. Artificial Intelligence Deep Learning Ultrasound Discrimination of Cosmetic Fillers Journal of Ultrasound in Medicine · 2025 · 1 citations
    6. Deep Learning Approaches for Hair Disease Classification: A Comparative Analysis of MobileNetV2 and VGG19 Architectures 2024 · 1 citations
    7. Hair and scalp disease detection using deep learning arXiv (Cornell University) · 2024 · 1 citations
    8. Diagnosis of Scalp Disorders using Machine Learning and Deep Learning Approach -- A Review arXiv (Cornell University) · 2023 · 1 citations
    9. Deep Learning-Based Dermatological Condition Detection: A Systematic Review With Recent Methods, Datasets, Challenges, and Future Directions IEEE access · 2023 · 1 citations
    10. Automated measurement of hair density and projected apparent width via deep learning–based phototrichogram analysis International Journal of Cosmetic Science · 2026
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    Community 3 of 13

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