A transformer-based deep learning model for predicting the use of atherectomy devices during PCI from preprocedural cardiac computed tomography angiography

Rissei Hino, Yasuhiro Nakano, Ichika Seo, Kaito Shiku, Masaaki Okutsu, Kenji Sadamatsu, Takeshi Serikawa, Katsuyuki Hasegawa, Yoshihide Fujimoto, Shinichiro Yamada, Yu Takahashi, Kazumasa Kurogi, Naoki Masuda, Masataka Nakano, Sho Torii, Masaki Tanabe, Yoshihiro Takeda, Yoshihiro Noji, Tomoyasu Shin, Soshun Asakawa, Misaki Imabayashi, Genryu Mizokami, Takuya Tabuchi, Mitsukuni Kimura, Takuya Nagata, Shunsuke Katsuki, Keiji Oi, Ryoma Bise, Kohtaro Abe, Tetsuya Matoba

Open source

DOI: 10.1093/ehjdh/ztag160
Published: 2026-10-19
Container: European Heart Journal - Digital Health
Publisher: Oxford University Press (OUP)
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1093/ehjdh/ztag160,
  title = {A transformer-based deep learning model for predicting the use of atherectomy devices during PCI from preprocedural cardiac computed tomography angiography},
  author = {Rissei Hino and Yasuhiro Nakano and Ichika Seo and Kaito Shiku and Masaaki Okutsu and Kenji Sadamatsu and Takeshi Serikawa and Katsuyuki Hasegawa and Yoshihide Fujimoto and Shinichiro Yamada and Yu Takahashi and Kazumasa Kurogi and Naoki Masuda and Masataka Nakano and Sho Torii and Masaki Tanabe and Yoshihiro Takeda and Yoshihiro Noji and Tomoyasu Shin and Soshun Asakawa and Misaki Imabayashi and Genryu Mizokami and Takuya Tabuchi and Mitsukuni Kimura and Takuya Nagata and Shunsuke Katsuki and Keiji Oi and Ryoma Bise and Kohtaro Abe and Tetsuya Matoba},
  year = {2026},
  journal = {European Heart Journal - Digital Health},
  doi = {10.1093/ehjdh/ztag160},
  url = {https://doi.org/10.1093/ehjdh/ztag160}
}

RIS

TY  - JOUR
TI  - A transformer-based deep learning model for predicting the use of atherectomy devices during PCI from preprocedural cardiac computed tomography angiography
AU  - Rissei Hino
AU  - Yasuhiro Nakano
AU  - Ichika Seo
AU  - Kaito Shiku
AU  - Masaaki Okutsu
AU  - Kenji Sadamatsu
AU  - Takeshi Serikawa
AU  - Katsuyuki Hasegawa
AU  - Yoshihide Fujimoto
AU  - Shinichiro Yamada
AU  - Yu Takahashi
AU  - Kazumasa Kurogi
AU  - Naoki Masuda
AU  - Masataka Nakano
AU  - Sho Torii
AU  - Masaki Tanabe
AU  - Yoshihiro Takeda
AU  - Yoshihiro Noji
AU  - Tomoyasu Shin
AU  - Soshun Asakawa
AU  - Misaki Imabayashi
AU  - Genryu Mizokami
AU  - Takuya Tabuchi
AU  - Mitsukuni Kimura
AU  - Takuya Nagata
AU  - Shunsuke Katsuki
AU  - Keiji Oi
AU  - Ryoma Bise
AU  - Kohtaro Abe
AU  - Tetsuya Matoba
PY  - 2026
JO  - European Heart Journal - Digital Health
DO  - 10.1093/ehjdh/ztag160
UR  - https://doi.org/10.1093/ehjdh/ztag160
ER  -

APA

Hino, R., Nakano, Y., Seo, I., Shiku, K., Okutsu, M., Sadamatsu, K., Serikawa, T., Hasegawa, K., Fujimoto, Y., Yamada, S., Takahashi, Y., Kurogi, K., Masuda, N., Nakano, M., Torii, S., Tanabe, M., Takeda, Y., Noji, Y., Shin, T., Asakawa, S., Imabayashi, M., Mizokami, G., Tabuchi, T., Kimura, M., Nagata, T., Katsuki, S., Oi, K., Bise, R., Abe, K., & Matoba, T. (2026). A transformer-based deep learning model for predicting the use of atherectomy devices during PCI from preprocedural cardiac computed tomography angiography. European Heart Journal - Digital Health. https://doi.org/10.1093/ehjdh/ztag160

Source records

crossref · retrieved 2026-11-09T22:08:59.561Z