Automatic acromegaly detection using deep learning on hand images: a multicenter observational study

Yuka Ohmachi, Mizuho Nishio, Ichiro Abe, Kunihisa Kobayashi, Tomoko Iida, Manabu Shirakawa, Yuichi Nagata, Kazuhito Takeuchi, Akira Taguchi, Yasuyuki Kinoshita, Noriaki Fukuhara, Hiroshi Nishioka, Shigeyuki Tahara, Shingo Fujio, Takafumi Ogura, Masamichi Kurosaki, Yurika Hada, Shinji Susa, Yuki Otsuka, Fumio Otsuka, Ikuhiro Ishida, Hiraku Kameda, Kenichi Oyama, Shozo Yamada, Masaki Kobatake, Yuka Oi-Yo, Genki Fujii, Seiji Tomofuji, Yuriko Sasaki, Hironori Bando, Masaaki Yamamoto, Genzo Iguchi, Yuma Motomura, Yasutaka Tsujimoto, Naoki Yamamoto, Masaki Suzuki, Shin Urai, Michiko Takahashi, Takamichi Murakami, Wataru Ogawa, Hidenori Fukuoka

Open source

DOI: 10.1210/clinem/dgag027
Published: 2026-02-27
Container: The Journal of Clinical Endocrinology & Metabolism
Publisher: The Endocrine Society
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1210/clinem/dgag027,
  title = {Automatic acromegaly detection using deep learning on hand images: a multicenter observational study},
  author = {Yuka Ohmachi and Mizuho Nishio and Ichiro Abe and Kunihisa Kobayashi and Tomoko Iida and Manabu Shirakawa and Yuichi Nagata and Kazuhito Takeuchi and Akira Taguchi and Yasuyuki Kinoshita and Noriaki Fukuhara and Hiroshi Nishioka and Shigeyuki Tahara and Shingo Fujio and Takafumi Ogura and Masamichi Kurosaki and Yurika Hada and Shinji Susa and Yuki Otsuka and Fumio Otsuka and Ikuhiro Ishida and Hiraku Kameda and Kenichi Oyama and Shozo Yamada and Masaki Kobatake and Yuka Oi-Yo and Genki Fujii and Seiji Tomofuji and Yuriko Sasaki and Hironori Bando and Masaaki Yamamoto and Genzo Iguchi and Yuma Motomura and Yasutaka Tsujimoto and Naoki Yamamoto and Masaki Suzuki and Shin Urai and Michiko Takahashi and Takamichi Murakami and Wataru Ogawa and Hidenori Fukuoka},
  year = {2026},
  journal = {The Journal of Clinical Endocrinology \&amp; Metabolism},
  doi = {10.1210/clinem/dgag027},
  url = {https://doi.org/10.1210/clinem/dgag027}
}

RIS

TY  - JOUR
TI  - Automatic acromegaly detection using deep learning on hand images: a multicenter observational study
AU  - Yuka Ohmachi
AU  - Mizuho Nishio
AU  - Ichiro Abe
AU  - Kunihisa Kobayashi
AU  - Tomoko Iida
AU  - Manabu Shirakawa
AU  - Yuichi Nagata
AU  - Kazuhito Takeuchi
AU  - Akira Taguchi
AU  - Yasuyuki Kinoshita
AU  - Noriaki Fukuhara
AU  - Hiroshi Nishioka
AU  - Shigeyuki Tahara
AU  - Shingo Fujio
AU  - Takafumi Ogura
AU  - Masamichi Kurosaki
AU  - Yurika Hada
AU  - Shinji Susa
AU  - Yuki Otsuka
AU  - Fumio Otsuka
AU  - Ikuhiro Ishida
AU  - Hiraku Kameda
AU  - Kenichi Oyama
AU  - Shozo Yamada
AU  - Masaki Kobatake
AU  - Yuka Oi-Yo
AU  - Genki Fujii
AU  - Seiji Tomofuji
AU  - Yuriko Sasaki
AU  - Hironori Bando
AU  - Masaaki Yamamoto
AU  - Genzo Iguchi
AU  - Yuma Motomura
AU  - Yasutaka Tsujimoto
AU  - Naoki Yamamoto
AU  - Masaki Suzuki
AU  - Shin Urai
AU  - Michiko Takahashi
AU  - Takamichi Murakami
AU  - Wataru Ogawa
AU  - Hidenori Fukuoka
PY  - 2026
JO  - The Journal of Clinical Endocrinology &amp; Metabolism
DO  - 10.1210/clinem/dgag027
UR  - https://doi.org/10.1210/clinem/dgag027
ER  -

APA

Ohmachi, Y., Nishio, M., Abe, I., Kobayashi, K., Iida, T., Shirakawa, M., Nagata, Y., Takeuchi, K., Taguchi, A., Kinoshita, Y., Fukuhara, N., Nishioka, H., Tahara, S., Fujio, S., Ogura, T., Kurosaki, M., Hada, Y., Susa, S., Otsuka, Y., Otsuka, F., Ishida, I., Kameda, H., Oyama, K., Yamada, S., Kobatake, M., Oi-Yo, Y., Fujii, G., Tomofuji, S., Sasaki, Y., Bando, H., Yamamoto, M., Iguchi, G., Motomura, Y., Tsujimoto, Y., Yamamoto, N., Suzuki, M., Urai, S., Takahashi, M., Murakami, T., Ogawa, W., & Fukuoka, H. (2026). Automatic acromegaly detection using deep learning on hand images: a multicenter observational study. The Journal of Clinical Endocrinology & Metabolism. https://doi.org/10.1210/clinem/dgag027

Source records

crossref · retrieved 2026-09-26T20:04:13.896Z