1 citations
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February 2024 in “npj digital medicine” This study developed a deep-learning model using unannotated dermatology images from online forums, achieving 49.64% accuracy in classifying 22 skin diseases and 61.76% accuracy in detecting monkeypox, highlighting the potential of these images for skin disease diagnostics in China.
44 citations
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March 2020 in “Journal of the European Academy of Dermatology and Venereology” The pandemic has pushed dermatology education and care to adopt digital solutions, which are effective and likely to continue post-pandemic.
October 2022 in “International Journal of Dermatology” In this study, patients using the digitally enabled platform Keeps for male pattern hair loss treatment reported positive health outcomes, with 81% experiencing hair regrowth or ceasing hair loss after six months.
February 2021 in “International journal of men's social and community health” This study found that online forums provide insights into men's experiences with baldness, highlighting issues such as distress, stigma, and resistance while suggesting a need for better support resources.
May 2019 in “Journal of Cosmetic Dermatology” This study found significant but inconsistent differences in online ratings for hair restoration surgeons based on their surgical and nonsurgical residency backgrounds, highlighting key factors influencing patient satisfaction.