Classification of large-scale image database of various skin diseases using deep learning

Purpose The purpose of this study was to develop a deep learning-based computer-aided diagnosis system for skin disease classification using photographic images of patients. The targets are 59 skin diseases, including localized and diffuse diseases captured by photographic cameras, resulting in high...

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Veröffentlicht in:International journal for computer assisted radiology and surgery 2021-11, Vol.16 (11), p.1875-1887
Hauptverfasser: Tanaka, Masaya, Saito, Atsushi, Shido, Kosuke, Fujisawa, Yasuhiro, Yamasaki, Kenshi, Fujimoto, Manabu, Murao, Kohei, Ninomiya, Youichirou, Satoh, Shin’ichi, Shimizu, Akinobu
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Sprache:eng
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