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    Glossary Machine Learning

    using data to train algorithms for pattern recognition and decision-making

    Machine Learning (ML) is a subset of artificial intelligence (AI) that involves training algorithms to recognize patterns and make decisions based on data. Instead of being explicitly programmed to perform a task, ML systems learn and improve from experience, making them useful for applications like predicting hair loss patterns in alopecia patients or identifying biological markers in complex datasets.

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    Research 10 of 1000+

    1. Classification Framework for Healthy Hairs and Alopecia Areata: A Machine Learning (ML) Approach Computational and Mathematical Methods in Medicine · 2021 · 8 citations
    2. Machine Learning Applications for Drug Repurposing 2024 · 8 citations
    3. Exploring machine learning strategies for single-cell transcriptomic analysis in wound healing Burns & Trauma · 2025 · 5 citations
    4. A Genome-Wide Association Study and Machine-Learning Algorithm Analysis on the Prediction of Facial Phenotypes by Genotypes in Korean Women Clinical Cosmetic and Investigational Dermatology · 2022 · 5 citations
    5. Dermacen Analytica: A Novel Methodology Integrating Multi-Modal Large Language Models with Machine Learning in tele-dermatology arXiv (Cornell University) · 2024 · 3 citations
    6. Machine learning-based steroid metabolome analysis reveals three distinct subtypes of polycystic ovary syndrome and implicates 11-oxygenated androgens as major drivers of metabolic risk Endocrine Abstracts · 2023 · 3 citations
    7. Machine Learning Guided Discovery of Superoxide Dismutase Nanozymes for Androgenetic Alopecia Nano Letters · 2022 · 3 citations
    8. Automated Machine Learning Analysis of Patients With Chronic Skin Disease Using a Medical Smartphone App: Retrospective Study 2023 · 2 citations
    9. Machine learning for nanozyme development in anti‐inflammatory applications Journal of intelligent medicine. · 2024 · 2 citations
    10. Early prediction of alopecia areata using machine learning modeling of neuro stress immune signatures from multi datasets Scientific Reports · 2025 · 1 citations
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    Community 3 of 6

    1. Male 23 kya topical minoxidil 18 mahine tak istemaal karne ke baad result nahi mila to mujhe oral minoxidil istemaal karna chahiye agar karna chahiye to kitna mg se chaalu kare Reddit · 27 Aug 2026
    2. So we have 20k dollars human like machines available but no new effective treatment for hairloss since finasteride :) Reddit · 14 Oct 2024
    3. Help me out with my hair loss attack machine - by playing shopping cart in Indian online pharmacy Reddit · 3 Nov 2021
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