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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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    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
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