Bridging the performance gap: systematic optimization of local LLMs for Japanese medical PHI extraction
A
Akihiko Wada
M
Mitsuo Nishizawa
A
Akira Yamamoto
T
Toshiaki Akashi
A
Akifumi Hagiwara
R
Ryusuke Irie
Y
Yayoi Hayakawa
J
Junko Kikuta
K
Keigo Shimoji
K
Katsuhiro Sano
A
Atsushi Nakanishi
K
Koji Kamagata
S
Shigeki Aoki
Article Details
Journal
Scientific Reports
Volume / Issue
Vol. 16, Issue 1
Published
January 21, 2026
ISSN
2045-2322
Publisher
Nature Portfolio
Authors (13)
A
Akihiko Wada
M
Mitsuo Nishizawa
A
Akira Yamamoto
T
Toshiaki Akashi
A
Akifumi Hagiwara
R
Ryusuke Irie
Y
Yayoi Hayakawa
J
Junko Kikuta
K
Keigo Shimoji
K
Katsuhiro Sano
A
Atsushi Nakanishi
K
Koji Kamagata
S
Shigeki Aoki
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