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    Research 24

    1. Ensemble of pre-learned deep learning model and an optimized LSTM for Alopecia Areata classification Journal of Intelligent & Fuzzy Systems · 2023 · 7 citations
    2. Predicting Hair Loss with AI: A Deep Learning Framework Combining Genetic and Scalp Health Data 2024 · 2 citations
    3. HairSentinel: a time-aware anomaly detection framework for forecasting hairfall trends using temporal fusion transformers Frontiers in Artificial Intelligence · 2025
    4. AB-MTEDeep Classifier Trained with AAGAN for the Identification and Classification of Alopecia Areata Engineering Technology & Applied Science Research · 2023 · 5 citations
    5. Aspect-Level Drug Reviews Sentiment Analysis Based on Double BiGRU and Knowledge Transfer IEEE Access · 2020 · 34 citations
    6. A machine learning approach for non-invasive PCOS diagnosis from ultrasound and clinical features Scientific Reports · 2025 · 6 citations
    7. Quantitative analysis and development of alopecia areata classification frameworks Journal of Emerging Investigators · 2024 · 2 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. Generative adversarial networks for anonymous acneic face dataset generation PLoS ONE · 2024
    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. BroadAMP-GPT: AI-Driven generation of broad-spectrum antimicrobial peptides for combating multidrug-resistant ESKAPE pathogens Gut Microbes · 2025 · 12 citations
    12. Data-Driven Machine-Learning Methods for Diabetes Risk Prediction Sensors · 2022 · 79 citations
    13. Drug Repositioning with GraphSAGE and Clustering Constraints Based on Drug and Disease Networks Frontiers in Pharmacology · 2022 · 32 citations
    14. Exosome Revolution or Marketing Mirage? AI-Based Multi-domain Evaluation of Claims, Scientific Evidence, Transparency, Public Sentiment, and Media Narratives Aesthetic Plastic Surgery · 2025 · 7 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. Exploring machine learning strategies for single-cell transcriptomic analysis in wound healing Burns & Trauma · 2025 · 5 citations
    17. A Quantitative Measurement Method for Nuclear-Pleomorphism Scoring in Breast Cancer Diagnostics · 2024 · 2 citations
    18. 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
    19. Post-COVID Clinical Manifestations in Non-Hospitalized Patients with COVID-19: A Retrospective Cohort Study Journal of Community Medicine & Public Health · 2024 · 1 citations
    20. KRDQN: An Interpretable Prediction Framework for Adverse Drug Reactions via Knowledge–Graph Reinforced Deep Q-Learning Pharmaceuticals · 2026
    21. Microalgal Biofactories: Sustainable Solutions for Nutrition and Cosmetics Phycology · 2026
    22. An Early Hair Loss Detection and Prediction Method Based on Machine Learning 2025
    23. Rapid Screening of Anticoagulation Compounds for Biological Target-Associated Adverse Effects Using a Deep-Learning Framework in the Management of Atrial Fibrillation Bioengineering · 2025
    24. LEVERAGING MACHINE LEARNING METHODS IN PREDICTING AND ANALYZING THE ASSOCIATION BETWEEN DIETARY INFLAMMATORY INDEX AND ALOPECIA Science Journal of University of Zakho · 2025