Comparison of risk models for mortality and cardiovascular events between machine learning and conventional logistic regression analysis.

by Shinya Suzuki, Takeshi Yamashita, Tsuyoshi Sakama, Takuto Arita, Naoharu Yagi, Takayuki Otsuka, Hiroaki Semba, Hiroto Kano, Shunsuke Matsuno, Yuko Kato, Tokuhisa Uejima, Yuji Oikawa, Minoru Matsuhama, Junji Yajima
Published 2019-01-01

Identifying risk patterns in older adults with atrial fibrillation by hierarchical cluster analysis: A retrospective approach based on the risk probability for clinical events

by Shinya Suzuki, Takeshi Yamashita, Takayuki Otsuka, Takuto Arita, Naoharu Yagi, Mikio Kishi, Hiroaki Semba, Hiroto Kano, Shunsuke Matsuno, Yuko Kato, Tokuhisa Uejima, Yuji Oikawa, Minoru Matsuhama, Mitsuru Iida, Tatsuya Inoue, Junji Yajima
Published 2021-12-01

Relationship between resting 12-lead electrocardiogram and all-cause death in patients without structural heart disease: Shinken Database analysis

by Naomi Hirota, Shinya Suzuki, Takuto Arita, Naoharu Yagi, Takayuki Otsuka, Mikio Kishi, Hiroaki Semba, Hiroto Kano, Shunsuke Matsuno, Yuko Kato, Tokuhisa Uejima, Yuji Oikawa, Minoru Matsuhama, Mitsuru Iida, Tatsuya Inoue, Junji Yajima, Takeshi Yamashita
Published 2021-02-01

Relationship between cardiopulmonary exercise testing parameters and heart failure risk (H2ARDD score) in atrial fibrillation

by Shinya Suzuki, MD, Akira Koike, MD, Koichi Sagara, MD, Takayuki Otsuka, MD, Hiroto Kano, MD, Shunsuke Matsuno, MD, Hideaki Takai, MD, Tokuhisa Uejima, MD, Yuji Oikawa, MD, Kazuyuki Nagashima, MD, Hajime Kirigaya, MD, Junji Yajima, MD, Hiroaki Tanabe, MD, Hitoshi Sawada, MD, Tadanori Aizawa, MD, Takeshi Yamashita, MD
Published 2014-06-01

Impact of atrial fibrillation on long-term clinical outcomes in outpatients with heart failure

by Hidehiro Kaneko, MD, Shinya Suzuki, MD, Hiroto Kano, MD, Shunsuke Matsuno, MD, Takayuki Otsuka, MD, Hideaki Takai, MD, Tokuhisa Uejima, MD, Yuji Oikawa, MD, Junji Yajima, MD, Akira Koike, MD, Kazuyuki Nagashima, MD, Hajime Kirigaya, MD, Koichi Sagara, MD, Hiroaki Tanabe, MD, Hitoshi Sawada, MD, Tadanori Aizawa, MD, Takeshi Yamashita, MD
Published 2014-06-01