Hiroki Sakuma

Publications

1. Atsuko Nakayama, Hiroki Sakuma, Tomoharu Iwata, Kunio Kashino, Mitsuaki Isobe and Hitonobu Tomoike, "A Finding of Unique Peak Exercise Level in Respiratory Exchange Ratio during Bicycle Ergometric Cardiopulmonary Exercise Testing in Healthy Subjects," AHA Scientific Sessions, 2025.
2. Atsuko Nakayama, Hiroki Sakuma, Tomoharu Iwata, Kunio Kashino, Keisuke Kida, Yoshitaka Iso, Yoshihiro Akashi and Hitonobu Tomoike, "Multi-Center Validation of a Non-exercise Machine Learning Prediction Model Equivalent to Cardiopulmonary Exercise Parameters in Cardiovascular Patients," AHA Scientific Sessions, 2025.
3. Kunio Kashino, Ryohei Shibue, Hiroki Sakuma, Masahiro Nakano and Hitonobu Tomoike, "Wearable Multi-channel Acoustic Sensors for Remote Auscultation," EMBC, 2025.
4. Masahiro Nakano, Kenji Komiya, Hiroki Sakuma, Takashi Sato, Tomoharu Iwata and Kunio Kashino, "Mondrian Embeddings for Visualization of Decision Tree Ensembles," EMBC, 2025.
5. Masahiro Nakano, Hiroki Sakuma, Ryo Nishikimi, Kenji Komiya, Tomoharu Iwata and Kunio Kashino, "Hyperbolic PHATE: Visualizing Continuous Hierarchy of Latent Differentiation Structures," ICASSP, 2025.
6. Atsuko Nakayama, Tomoharu Iwata, Hiroki Sakuma, Kunio Kashino and Hitonobu Tomoike, "Predicting heart rate at the anaerobic threshold using a machine learning model based on a large-scale population dataset," J. Clin. Med. 2024.