A data-driven ultrasound approach discriminates pathological high grade prostate cancer

Accurate prostate cancer screening is imperative for reducing the risk of cancer death. Ultrasound imaging, although easy, tends to have low resolution and high inter-observer variability. Here, we show that our integrated machine learning approach enabled the detection of pathological high-grade ca...

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Detalles Bibliográficos
Autores principales: Akatsuka, Jun, Numata, Yasushi, Morikawa, Hiromu, Sekine, Tetsuro, Kayama, Shigenori, Mikami, Hikaru, Yanagi, Masato, Endo, Yuki, Takeda, Hayato, Toyama, Yuka, Yamaguchi, Ruri, Kimura, Go, Kondo, Yukihiro, Yamamoto, Yoichiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8764059/
https://www.ncbi.nlm.nih.gov/pubmed/35039648
http://dx.doi.org/10.1038/s41598-022-04951-3

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