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    Research 24

    1. Phenotype-Specific Lifestyle Prediction for PCOS Using Machine Learning Multi-Class Classification and SHAP Explainability International Journal of Drug Delivery Technology · 2026
    2. ARTIFICIAL INTELLIGENCE AND THE DIAGNOSTIC INVISIBILITY OF WOMEN’S METABOLIC DISORDERS: A NARRATIVE REVIEW OF SOCIO-TECHNICAL CHALLENGES IN PCOS/PMOS RECOGNITION International Journal of Innovative Technologies in Social Science · 2026
    3. 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
    4. 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
    5. A Comprehensive Review of Alopecia Areata Detection Using Self-Supervised Auto ML Models: Systematic Insights and Emerging Challenges 2025
    6. 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
    7. A machine learning approach for non-invasive PCOS diagnosis from ultrasound and clinical features Scientific Reports · 2025 · 6 citations
    8. AI-driven biomaterial design: an intelligent closed loop from reverse design to biological response Frontiers in Cell and Developmental Biology · 2026 · 1 citations
    9. 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
    10. JAK-centric explainable few-shot gene-expression diagnosis framework for alopecia via MultiPLIER priors and relation-style set-to-set comparison Frontiers in Molecular Biosciences · 2026
    11. Understanding Polycystic Ovary Syndrome Directory of Open access Books (OAPEN Foundation) · 2025
    12. Scalp Disorder Imaging: How Deep Learning and Explainable Artificial Intelligence are Revolutionizing Diagnosis and Treatment International Journal of Advanced Computer Science and Applications · 2024
    13. Innovative approaches to baldness detection and management with artificial intelligence and machine learning Archives of Dermatological Research · 2026
    14. A Review on the Form and Complexity of Human–Robot Interaction in the Evolution of Autonomous Surgery Advanced Intelligent Systems · 2024 · 17 citations
    15. 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
    16. Advances in Longevity: The Intersection of Regenerative Medicine and Cosmetic Dermatology Journal of Cosmetic Dermatology · 2025 · 2 citations
    17. Editorial: Progress and Prospects on Skin Imaging Technology, Teledermatology and Artificial Intelligence in Dermatology Frontiers in Medicine · 2021 · 2 citations
    18. Baseline Neutrophil-to-Lymphocyte Ratio Stratifies Early Trichoscopic Response to Platelet-Rich Plasma–Based Regimens in Non-Scarring Alopecia: A Real-World Cohort with Internal Validation Using an Interpretable Neural Network Life · 2026
    19. Trichoscopy and Computational Models for Hair and Scalp Disorders: Image Analysis, Quantification, and Clinical Integration Applied Sciences · 2026
    20. KRDQN: An Interpretable Prediction Framework for Adverse Drug Reactions via Knowledge–Graph Reinforced Deep Q-Learning Pharmaceuticals · 2026
    21. From Diagnosis to Prognosis: A Scoping Review of Artificial Intelligence in Alopecia Research Open Science Framework · 2026
    22. Prediction of cell states and key transcription factors of the human cornea through integrated single-cell omics analyses PNAS Nexus · 2025
    23. Optimizing Skin Quality via AI-Enhanced Physical Activity Preprints.org · 2025
    24. Optimizing Skin Quality via AI-Enhanced Physical Activity Cosmetics · 2025