Atsuko Nakayama, Hiroki Sakuma, Joanny Bernard, Tomoharu Iwata, Kunio Kashino, Yoshitaka Iso, Keisuke Kida, Yoshihiro Akashi, Mitsuaki Isobe, Hitonobu Tomoike. "Abstract 4357549: Multi-Center Validation of a Non-exercise Machine Learning Prediction Model Equivalent to Cardiopulmonary Exercise Parameters in Cardiovascular Patients." Circulation, 2025. doi:10.1161/circ.152.suppl_3.4357549