Effects of dimension reduction of hyperspectral images in skin gross pathology

BACKGROUND: Hyperspectral imaging (HSI) is an emerging modality for the gross pathology of the skin. Spectral signatures of HSI could discriminate malignant from benign tissue. Because of inherent redundancies in HSI and in order to facilitate the use of deep‐learning models, dimension reduction is...

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Detalles Bibliográficos
Autores principales: Aloupogianni, Eleni, Ishikawa, Masahiro, Ichimura, Takaya, Hamada, Mei, Murakami, Takuo, Sasaki, Atsushi, Nakamura, Koichiro, Kobayashi, Naoki, Obi, Takashi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Original Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10155843/
https://www.ncbi.nlm.nih.gov/pubmed/36823506
http://dx.doi.org/10.1111/srt.13270

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10155843/
https://www.ncbi.nlm.nih.gov/pubmed/36823506
http://dx.doi.org/10.1111/srt.13270

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