Application of data mining techniques to predict the length of stay of hospitalized patients with diabetes
A Alahmar, E Mohammed… - 2018 4th International …, 2018 - ieeexplore.ieee.org
… hospital length of stay for hospitalized patients [12]. The application of data mining methods
for the prediction of LOS of diabetic patients … patients with diabetes [13, 14]. Predicting LOS in …
for the prediction of LOS of diabetic patients … patients with diabetes [13, 14]. Predicting LOS in …
[HTML][HTML] Excess length of stay and economic consequences of adverse events in Dutch hospital patients
J Hoogervorst-Schilp, M Langelaan… - BMC health services …, 2015 - Springer
… This study showed that AEs lead to substantial excess length of stay and increased costs.
Special attention should be paid to patients with AEs due to an hospital-acquired infection. …
Special attention should be paid to patients with AEs due to an hospital-acquired infection. …
Declining length of stay for patients hospitalized with AMI: impact on mortality and readmissions
JS Saczynski, D Lessard, FA Spencer… - The American journal of …, 2010 - Elsevier
… The median length of stay was 6 days for patients hospitalized in our initial 2 study years (1995/1997),
5 days for those hospitalized during 1999/2001, and 4 days for those hospitalized …
5 days for those hospitalized during 1999/2001, and 4 days for those hospitalized …
The effects of patient, hospital, and physician characteristics on length of stay and mortality
… the ability of hospital and physician characteristics to explain variations in length of stay and
… Results suggest that both hospital and physician characteristics are important predictors of …
… Results suggest that both hospital and physician characteristics are important predictors of …
Factors influencing patients' length of stay
Y Liu, M Phillips, J Codde - Australian Health Review, 2001 - CSIRO Publishing
… This study explored DRGs and other factors that potentially influence length of stay in a
large urban teaching hospital in Western Australia. Its aim was to evaluate the ability of AN-DRG …
large urban teaching hospital in Western Australia. Its aim was to evaluate the ability of AN-DRG …
Is patient length of stay related to quality of care?
WJ Thomas, KE Guire, GG Horvat - Journal of Healthcare …, 1997 - journals.lww.com
… between hospital length-ofstay (LOS) and quality of care. We use hospital claims records …
to estimate condition-specific models for predicting patients' LOSs. With these models and a …
to estimate condition-specific models for predicting patients' LOSs. With these models and a …
Trends in length of stay and short-term outcomes among Medicare patients hospitalized for heart failure, 1993-2006
… , the dramatic change in hospital care occurred without a … in the length of stay during the
past decade for patients with HF … in length of stay, patient disposition, and patient outcomes, we …
past decade for patients with HF … in length of stay, patient disposition, and patient outcomes, we …
Length of stay: an appropriate quality measure?
KJ Brasel, HJ Lim, R Nirula, JA Weigelt - Archives of Surgery, 2007 - jamanetwork.com
… and clinical information are known to affect hospital length of stay (LOS), we hypothesized …
Our data from the NTDB involving hospitalized injured patients suggest that nonclinical factors …
Our data from the NTDB involving hospitalized injured patients suggest that nonclinical factors …
Comorbidity as a correlate of length of stay for hospitalized patients with acute chest pain
K Matsui, L Goldman, PA Johnson, KM Kuntz… - Journal of general …, 1996 - Springer
… be useful for analyses of length of stay of hospitalized patients with acute chest pain, we
analyzed prospectively collected clinical data for a cohort of patients admitted for this syndrome. …
analyzed prospectively collected clinical data for a cohort of patients admitted for this syndrome. …
[HTML][HTML] Factors influencing hospital high length of stay outliers
A Freitas, T Silva-Costa, F Lopes, I Garcia-Lema… - BMC health services …, 2012 - Springer
… The number of hospital patient discharges increased between years 2000 and 2005 and
slightly decreased after that. The proportion of outliers ranged between the lowest value of 3.6…
slightly decreased after that. The proportion of outliers ranged between the lowest value of 3.6…