Deep learning predicts the 1-year prognosis of pancreatic cancer patients using positive peritoneal washing cytology

Noguchi, Aya; Numata, Yasushi; Sugawara, Takanori; Miura, Hiroshu; Konno, Kaori; Adachi, Yuzu; Yamaguchi, Ruri; Ishida, Masaharu; Kokumai, Takashi; Douchi, Daisuke; Miura, Takayuki; Ariake, Kyohei; Nakayama, Shun; Maeda, Shimpei; Ohtsuka, Hideo; Mizuma, Masamichi; Nakagawa, Kei; Morikawa, Hiromu; Akatsuka, Jun; Maeda, Ichiro; Unno, Michiaki; Yamamoto, Yoichiro; Furukawa, Toru

doi:10.1038/s41598-024-67757-5

Sci Rep

2024

DOI: 10.1038/s41598-024-67757-5

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Deep learning predicts the 1-year prognosis of pancreatic cancer patients using positive peritoneal washing cytology

Aya Noguchi,

Yasushi Numata,

Takanori Sugawara

et al.

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Deep learning predicts the 1-year prognosis of pancreatic cancer patients using positive peritoneal washing cytology

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References 43 publications

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