[HTML][HTML] A systematic review of the prediction of hospital length of stay: Towards a unified framework

K Stone, R Zwiggelaar, P Jones… - PLOS Digital …, 2022 - journals.plos.org
Hospital length of stay of patients is a crucial factor for the effective planning and
management of hospital resources. There is considerable interest in predicting the LoS of …

Use of data mining techniques to determine and predict length of stay of cardiac patients

PR Hachesu, M Ahmadi, S Alizadeh… - Healthcare …, 2013 - synapse.koreamed.org
Objectives Predicting the length of stay (LOS) of patients in a hospital is important in
providing them with better services and higher satisfaction, as well as helping the hospital …

Patient length of stay and mortality prediction: a survey

A Awad, M Bader–El–Den… - Health services …, 2017 - journals.sagepub.com
Over the past few years, there has been increased interest in data mining and machine
learning methods to improve hospital performance, in particular hospitals want to improve …

Evaluation of factors that influenced the length of hospital stay using data mining techniques

M Eskandari, AH Alizadeh Bahmani… - BMC Medical Informatics …, 2022 - Springer
Background length of stay (LOS) is the time between hospital admission and discharge. LOS
has an impact on hospital management and hospital care functions. Methods A descriptive …

[HTML][HTML] Length of Hospital Stay and its Related Factors in Iran: A Systematic Review and Meta-Analysis

M Khammarnia, F Bagherbarahouei… - Iranian Journal of …, 2023 - ncbi.nlm.nih.gov
Background: One of the effective indicators used to determine the efficiency and optimal use
of hospital resources is the length of stay (LOS). Then, we aimed to determine LOS and its …

A comparison of statistical methods for modeling count data with an application to hospital length of stay

GA Fernandez, KP Vatcheva - BMC Medical Research Methodology, 2022 - Springer
Background Hospital length of stay (LOS) is a key indicator of hospital care management
efficiency, cost of care, and hospital planning. Hospital LOS is often used as a measure of a …

[HTML][HTML] Factors affecting length of stay in teaching hospitals of a middle-income country

O Khosravizadeh, S Vatankhah, P Bastani… - Electronic …, 2016 - ncbi.nlm.nih.gov
Methods In this cross-sectional study, patients' health records were randomly selected from
archives in teaching hospitals of Qazvin in 2013. Data were collected through a data entry …

Application of data mining techniques to predict length of stay of stroke patients

AR Al Taleb, M Hoque, A Hasanat… - … on Informatics, Health …, 2017 - ieeexplore.ieee.org
Hospital length of stay (LOS) of patients is an important factor for planning and managing the
resource utilization of a hospital. There has been considerable interest in controlling hospital …

Determining factors influencing length of stay and predicting length of stay using data mining in the general surgery department

S Aghajani, M Kargari - Hospital Practices and Research, 2016 - jhpr.ir
Background: Length of stay is one of the most important indicators in assessing hospital
performance. A shorter stay can reduce the costs per discharge and shift care from inpatient …

Optimal package pricing in healthcare services

T Tanwar, UD Kumar, N Mustafee - Journal of the Operational …, 2020 - Taylor & Francis
Fixed pricing for healthcare services is emerging as an attractive business model for private
healthcare service providers. Under fixed pricing (or flat rate) contract, the patient is charged …