Development and External Validation of a Machine Learning-Based Bleeding Risk Score for Patients Undergoing Percutaneous Coronary Intervention

Tatsuya Tokai, Masanobu Ishii, So Ikebe, Taishi Nakamura, Kenichi Tsujita, Naoyuki Akashi, Hideo Fujita, Yasuhiro Nakano, Tetsuya Matoba, Takahide Kohro, Yusuke Oba, Hisaki Makimoto, Tomoyuki Kabutoya, Kazuomi Kario, Yasushi Imai, Satoshi Kodera, Arihiro Kiyosue, Yoshiko Mizuno, Kotaro Nochioka, Masaharu Nakayama, Takamasa Iwai, Yoshihiro Miyamoto, Hisahiko Sato, Ryozo Nagai, Unknown

Open source

DOI: 10.1253/circrep.cr-26-0116
Published: 2026-09-10
Container: Circulation Reports
Publisher: Japanese Circulation Society
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1253/circrep.cr-26-0116,
  title = {Development and External Validation of a Machine Learning-Based Bleeding Risk Score for Patients Undergoing Percutaneous Coronary Intervention},
  author = {Tatsuya Tokai and Masanobu Ishii and So Ikebe and Taishi Nakamura and Kenichi Tsujita and Naoyuki Akashi and Hideo Fujita and Yasuhiro Nakano and Tetsuya Matoba and Takahide Kohro and Yusuke Oba and Hisaki Makimoto and Tomoyuki Kabutoya and Kazuomi Kario and Yasushi Imai and Satoshi Kodera and Arihiro Kiyosue and Yoshiko Mizuno and Kotaro Nochioka and Masaharu Nakayama and Takamasa Iwai and Yoshihiro Miyamoto and Hisahiko Sato and Ryozo Nagai and Unknown},
  year = {2026},
  journal = {Circulation Reports},
  doi = {10.1253/circrep.cr-26-0116},
  url = {https://doi.org/10.1253/circrep.cr-26-0116}
}

RIS

TY  - JOUR
TI  - Development and External Validation of a Machine Learning-Based Bleeding Risk Score for Patients Undergoing Percutaneous Coronary Intervention
AU  - Tatsuya Tokai
AU  - Masanobu Ishii
AU  - So Ikebe
AU  - Taishi Nakamura
AU  - Kenichi Tsujita
AU  - Naoyuki Akashi
AU  - Hideo Fujita
AU  - Yasuhiro Nakano
AU  - Tetsuya Matoba
AU  - Takahide Kohro
AU  - Yusuke Oba
AU  - Hisaki Makimoto
AU  - Tomoyuki Kabutoya
AU  - Kazuomi Kario
AU  - Yasushi Imai
AU  - Satoshi Kodera
AU  - Arihiro Kiyosue
AU  - Yoshiko Mizuno
AU  - Kotaro Nochioka
AU  - Masaharu Nakayama
AU  - Takamasa Iwai
AU  - Yoshihiro Miyamoto
AU  - Hisahiko Sato
AU  - Ryozo Nagai
AU  - Unknown
PY  - 2026
JO  - Circulation Reports
DO  - 10.1253/circrep.cr-26-0116
UR  - https://doi.org/10.1253/circrep.cr-26-0116
ER  -

APA

Tokai, T., Ishii, M., Ikebe, S., Nakamura, T., Tsujita, K., Akashi, N., Fujita, H., Nakano, Y., Matoba, T., Kohro, T., Oba, Y., Makimoto, H., Kabutoya, T., Kario, K., Imai, Y., Kodera, S., Kiyosue, A., Mizuno, Y., Nochioka, K., Nakayama, M., Iwai, T., Miyamoto, Y., Sato, H., Nagai, R., & Unknown (2026). Development and External Validation of a Machine Learning-Based Bleeding Risk Score for Patients Undergoing Percutaneous Coronary Intervention. Circulation Reports. https://doi.org/10.1253/circrep.cr-26-0116

Source records

crossref · retrieved 2026-09-25T00:38:26.547Z