To Predict the Length of Hospital Stay After Total Knee Arthroplasty in an Orthopedic Center in China: The Use of Machine Learning Algorithms
Background and Objectives: Total knee arthroplasty (TKA) is widely performed to improve mobility and quality of life for symptomatic knee osteoarthritis patients. The accurate prediction of patients' length of hospital stay (LOS) can help clinicians for rehabilitation decision-making and bed as...
Main Authors: | Chang Han, Jianghao Liu, Yijun Wu, Yuming Chong, Xiran Chai, Xisheng Weng |
---|---|
Format: | Article |
Language: | English |
Published: |
Frontiers Media S.A.
2021-03-01
|
Series: | Frontiers in Surgery |
Subjects: | |
Online Access: | https://www.frontiersin.org/articles/10.3389/fsurg.2021.606038/full |
Similar Items
-
The Impact of Room-Sharing on Length of Stay After Total Hip or Knee Arthroplasty: A Retrospective Study
by: Yui Yee Felice Tong, MD, B AppSci (Physiotherapy), et al.
Published: (2021-04-01) -
Factors associated with the length of stay in total knee arthroplasty patients with the enhanced recovery after surgery model
by: Guoqing Li, et al.
Published: (2019-11-01) -
Length of stay after introduction of a new total knee arthroplasty (TKA)—results of a German retrospective database analysis
by: Brüggenjürgen B, et al.
Published: (2019-08-01) -
Tourniquet use in routine primary total knee arthroplasty is associated with a higher transfusion rate and longer postoperative length of stay: a real-world study
by: Hong Xu, et al.
Published: (2020-09-01) -
Association between surgical wait time and hospital length of stay in primary total knee and hip arthroplasty
by: Shahriar Seddigh, et al.
Published: (2021-08-01)