# Hospitalization-Associated Disability After Cardiac Surgery in Elderly Patients　― Exploring the Risk Factors Using Machine Learning Algorithms ―

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/hospitalization-associated-disability-after-cardiac-surgery-in-elderly-patients/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Kentaro Hori,Koyo Usuba,Akihiro Sakuyama,Yuichi Adachi,Kotaro Hirakawa,Atsuko Nakayama,Masatoshi Nagayama,Tomoki Shimokawa,Shuichiro Takanashi,Mitsuaki Isobe |
| Citations | 27 |
| DOI | 10.1253/circrep.cr-21-0057 |
| Fields | Medicine |
| Open Access | true |
| OA Status | diamond |
| OA URL | https://www.jstage.jst.go.jp/article/circrep/3/8/3_CR-21-0057/_pdf |
| OpenAlex ID | https://openalex.org/W3183958517 |
| PMID | 34414331 |
| Type | article |
| Year | 2021 |

## Paper authors

- [Koyo Usuba](https://scholariq.org/researchers/koyo-usuba/)

## Paper journal

- [Circulation Reports](https://scholariq.org/journals/circulation-reports/)

## Paper primary topic

- [Frailty in Older Adults](https://scholariq.org/topics/frailty-in-older-adults/)

## Paper topics

- [Frailty in Older Adults](https://scholariq.org/topics/frailty-in-older-adults/)
- [Cardiac, Anesthesia and Surgical Outcomes](https://scholariq.org/topics/cardiac-anesthesia-and-surgical-outcomes/)
- [Hip and Femur Fractures](https://scholariq.org/topics/hip-and-femur-fractures/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.