September 2004 in “Experimental Dermatology” The model effectively studies how sensory nerves interact with skin components, aiding research on wound healing and hair growth.
January 2026 in “Diagnostics” Large language models are less accurate than dermatologists in diagnosing trichoscopic images.
4 citations
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December 2024 in “Protein & Cell” MultiKano accurately identifies cell types in complex data better than existing methods.
11 citations
,
June 2017 in “Mathematical Medicine and Biology A Journal of the IMA” The model helps understand and improve treatments for alopecia areata by simulating hair growth and immune cell interactions.
34 citations
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January 2020 in “IEEE Access” A model called PM-DBiGRU was developed for analyzing sentiments in drug reviews, and it performed better than other models, but struggled with complex sentences and situations requiring background knowledge.
6 citations
,
January 2021 in “Journal of the mechanics and physics of solids/Journal of the Mechanics and Physics of Solids” The model shows that factors like follicle shape and stiffness are key for hair growth and anchoring.
16 citations
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July 2020 in “Advanced functional materials” 3D cell-derived matrices improve tissue regeneration and disease modeling.
November 2022 in “Journal of Investigative Dermatology” Human-induced stem cell-created skin models can help understand skin diseases by studying the skin's layers.
Understanding hair follicle communication can help treat hair loss.
16 citations
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April 2017 in “ACM Transactions on Graphics” Light scatters differently from elliptical hair fibers than from circular ones, and a new model better predicts this behavior, especially for shiny highlights.
March 2007 in “Journal of Plastic Reconstructive & Aesthetic Surgery” A new method was developed to create better skin models for healing and reconstruction.
March 2026 in “Experimental Dermatology” The new model helps understand and develop treatments for genetic skin disorders like AEC.
Better models and evaluation methods for alopecia areata are needed.
December 2025 in “Brazilian Journal of Hair Health” The Spiral Model helps understand hair growth changes with age and identify hair problems early.
November 2025 in “SHILAP Revista de lepidopterología” Animal and mathematical models help understand and develop treatments for alopecia areata.
March 2023 in “Applied and Computational Engineering” Deep learning models can analyze scalp diseases effectively.
December 2010 in “Cancer Prevention Research” Presurgical models can effectively and affordably screen cancer prevention agents.
October 2021 in “Journal of Investigative Dermatology” The study concluded that the developed models are effective for studying hair growth mechanisms and testing new treatments.
Understanding hair follicle interactions can help treat male pattern baldness.
1 citations
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July 2025 in “Methods and Protocols” The CAM is a useful model for studying burn wounds and testing treatments.
September 2022 in “Journal of Theoretical Biology” Hair follicles can regenerate after radiation damage but not during a specific growth phase.
June 2026 in “Disease Models & Mechanisms” In vitro models help us understand diseases and speed up drug development.
1 citations
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February 2024 in “npj digital medicine” Researchers improved a skin disease diagnosis model using online images, achieving up to 49.64% accuracy.
August 2024 in “Journal of the National Medical Association” ChatGPT is more accurate at diagnosing hair disorders in lighter skin tones than darker ones.
June 2026 in “BMC Biotechnology” The new model mimics hair loss and helps test treatments.
3 citations
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June 2017 in “Methods” Researchers created a model to understand heart aging, highlighting the role of microRNAs and identifying key genes and pathways involved.
1 citations
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November 2021 in “World Family Medicine Journal /Middle East Journal of Family Medicine” Different specialties at different hospitals use various consultation models.
20 citations
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April 2022 in “Journal of Personalized Medicine” Powered exoskeleton training improves body perception and quality of life in spinal cord injury patients.
December 2021 in “Acta dermato-venereologica” A deep learning model accurately predicts male hair loss types using scalp images.
23 citations
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December 2006 in “Evaluation and Program Planning” The document suggests a new model for evaluating public research that better captures the full value of knowledge creation and use, using PCOS research as an example.