October 2025 in “Indian Journal of Dermatology Venereology and Leprology” This source suggests that the metaverse could play a crucial role in dermatology by offering new ways to manage chronic skin conditions and improve patient support and education, especially for those hesitant to seek in-person consultations.
June 2023 in “Journal of Cosmetic Dermatology” This review discusses the transformative potential and challenges of using AI in cosmetic dermatology, highlighting how AI is enhancing diagnostics, treatment personalization, and patient satisfaction while addressing issues such as data quality and ethical concerns in order to ensure responsible and ethical implementation.
February 2022 in “arXiv (Cornell University)” This study introduces a novel method for capturing and digitally rendering the color appearance of physical hair samples using deep neural networks.
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January 2022 in “Electronic Imaging” This study introduces a novel method for digitizing hair color that accurately captures and renders the color appearance of physical hair samples in synthetic images.
January 2024 in “Wiadomości Lekarskie” This review discusses the potential of augmented reality to advance vascular and endovascular surgery by improving 3D anatomical understanding and reducing patient risk, but notes that further research is needed to overcome current technological limitations.