Hospitalization-Associated Disability After Cardiac Surgery in Elderly Patients ― Exploring the Risk Factors Using Machine Learning Algorithms ―
Kentaro Hori, Koyo Usuba, Akihiro Sakuyama, Yuichi Adachi, Kotaro Hirakawa, Atsuko Nakayama, Masatoshi Nagayama, Tomoki Shimokawa, Shuichiro Takanashi, Mitsuaki Isobe
Abstract
Several risk factors for HAD are components of frailty, suggesting that preoperative rehabilitation to reduce the risk of HAD is feasible. Furthermore, the association between HAD and a delayed start of ambulation reaffirms the importance of early mobilization and rehabilitation.
Topics & Concepts
MedicineIncidence (geometry)Cardiac surgeryAlgorithmCardiologyComputer scienceOpticsPhysicsFrailty in Older AdultsCardiac, Anesthesia and Surgical OutcomesHip and Femur Fractures