Hospital length of stay prediction for general surgery and total knee arthroplasty admissions: Systematic review and meta-analysis of published prediction models

Hospital length of stay prediction for general surgery and total knee arthroplasty admissions: Systematic review and meta-analysis of published prediction models

Objective Systematic review of length of stay (LOS) prediction models to assess the study methods (including prediction variables), study quality, and performance of predictive models (using area under receiver operating curve (AUROC)) for general surgery populations and total knee arthroplasty (TKA...

Full description

Bibliographic Details
Main Authors:	Swapna Gokhale, David Taylor, Jaskirath Gill, Yanan Hu, Nikolajs Zeps, Vincent Lequertier, Helena Teede, Joanne Enticott
Format:	Article
Language:	English
Published:	SAGE Publishing 2023-05-01
Series:	Digital Health
Online Access:	https://doi.org/10.1177/20552076231177497

Similar Items

Hospital length of stay prediction tools for all hospital admissions and general medicine populations: systematic review and meta-analysis
by: Swapna Gokhale, et al.
Published: (2023-08-01)

Length of stay following an accelerated knee arthroplasty pathway is age dependent
by: Barker, K, et al.
Published: (2021)

Does admission grip strength predict length of stay in hospitalised older patients?
by: Kerr, A, et al.
Published: (2006)

Does resilience predict hospital length of stay after total knee arthroplasty? A prospective observational cohort study
by: Marie K. March, et al.
Published: (2022-07-01)

To Predict the Length of Hospital Stay After Total Knee Arthroplasty in an Orthopedic Center in China: The Use of Machine Learning Algorithms
by: Chang Han, et al.
Published: (2021-03-01)

The Effect of Weekday Preference on Length of Stay in Unilateral Bicompartmental Total Knee Arthroplasty
by: Kaya Turan, et al.
Published: (2022-11-01)

Predicting length of stay in hospitals intensive care unit using general admission features
by: Merhan A. Abd-Elrazek, et al.
Published: (2021-12-01)

A novel predictive model of hospital stay for Total Knee Arthroplasty patients
by: Bo Liu, et al.
Published: (2023-01-01)

Using admission from the emergency room to improve predictions of resource use and length of stay for acute inpatient admissions in Ontario
by: Alshurafa M, et al.
Published: (2010-10-01)

Does psychopathology at admission predict the length of inpatient stay in psychiatry? Implications for financing psychiatric services
by: Herwig Uwe, et al.
Published: (2011-07-01)

Length of Hospital Stay after Total Knee Arthroplasty: A Correlation Study on 1200 Patients
by: Rocco Papalia, et al.
Published: (2022-04-01)

Length of stay and inpatient charges of total knee arthroplasty in China: analysis of a national database
by: Huizhong Long, et al.
Published: (2023-09-01)

Diagnosis of depression and other patient factors impacts length of stay after total knee arthroplasty
by: Cheongeun Oh, PhD, et al.
Published: (2020-03-01)

Establishment and evaluation of a predictive model for length of hospital stay after total knee arthroplasty: A single-center retrospective study in China
by: Bo Zhu, et al.
Published: (2023-04-01)

Should length of stay in hospital be the endpoint in arthroplasty?
by: Lars Nordsletten
Published: (2020-05-01)

Length of stay and reason for admission in an adolescents inpatient unit
by: M. Taracena Cuerda, et al.
Published: (2022-06-01)

Predicting hospital length-of-stay outliers using decision tree induction.
by: Yap, Joanne Geok Lan.
Published: (2008)

State of Asthma-Related Hospital Admissions in New Zealand and Predicting Length of Stay Using Machine Learning
by: Widana Kankanamge Darsha Jayamini, et al.
Published: (2022-10-01)

Can the tibial length predict the size of tibial component of total knee arthroplasty?
by: Olasode Israel Akinmokun, et al.
Published: (2022-01-01)

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)

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)

Length of stay and discharge dispositions following robotic arm-assisted total knee arthroplasty and unicompartmental knee arthroplasty versus conventional technique and predictors of delayed discharge
by: Andreas Fontalis, et al.
Published: (2023-10-01)

Using health administrative data to model associations and predict hospital admissions and length of stay for people with eating disorders
by: Marcellinus Kim, et al.
Published: (2023-05-01)

A qualitative examination of inappropriate hospital admissions and lengths of stay
by: Hammond Christina L, et al.
Published: (2009-03-01)

Improved performance of machine learning models in predicting length of stay, discharge disposition, and inpatient mortality after total knee arthroplasty using patient-specific variables
by: Abdul K. Zalikha, et al.
Published: (2023-07-01)

Factors influencing postoperative length of stay in an enhanced recovery after surgery program for primary total knee arthroplasty
by: Shaoyun Zhang, et al.
Published: (2018-02-01)

Kinematic Alignment May Reduce Opioid Consumption and Length of Stay Compared to Mechanically Aligned Total Knee Arthroplasty
by: Brandon E. Lung, et al.
Published: (2023-02-01)

Tranexamic acid lowers transfusion requirements and hospital length of stay following revision total hip or knee arthroplasty
by: Bishoy N. Saad, et al.
Published: (2021-05-01)

5 Reducing acute hospitalization length of stay after total knee arthroplasty: a quality improvement study
by: Yehoshua Gleicher, et al.
Published: (2020-12-01)

Frailty and Sarcopenia Assessment upon Hospital Admission to Internal Medicine Predicts Length of Hospital Stay and Re-Admission: A Prospective Study of 980 Patients
by: Sapir Anani, et al.
Published: (2020-08-01)

Admission plasma potassium and length of hospital stay: a meta-analysis
by: Martin Whyte, et al.
Published: (2023-08-01)

Is it the moon? Effects of the lunar cycle on psychiatric admissions, discharges and length of stay
by: Rahul Gupta, et al.
Published: (2019-04-01)

Length of stay and associated costs of obesity related hospital admissions in Ireland
by: O'Donovan Diarmuid, et al.
Published: (2008-04-01)

Assessment of the Risk Factors Related to the Length of Hospital Stay and Postoperative Complications in Patients Undergoing Primary Total Knee Arthroplasty
by: Filipe Marques de Oliveira, et al.
Published: (2023-07-01)

Timing of rehabilitation on length of stay and cost in patients with hip or knee joint arthroplasty: A systematic review with meta-analysis.
by: Michael Masaracchio, et al.
Published: (2017-01-01)

Do Age and Co-morbidy, Among other Factors, affect Length of Hospital Stay following Total Knee Arthroplasty
by: Komang-Agung IS, et al.
Published: (2018-07-01)

Risk Prediction Model for Knee Arthroplasty
by: Guangming Zhang, et al.
Published: (2019-01-01)

In-kennel behavior predicts length of stay in shelter dogs.
by: Alexandra Protopopova, et al.
Published: (2014-01-01)

The prediction of hospital length of stay using unstructured data
by: Jan Chrusciel, et al.
Published: (2021-12-01)

Emergency department Modified Early Warning Score association with admission, admission disposition, mortality, and length of stay
by: Juan J. Delgado-Hurtado, et al.
Published: (2016-04-01)