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 patientspatients 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. …

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

The effects of patient, hospital, and physician characteristics on length of stay and mortality

LR Burns, DR Wholey - Medical care, 1991 - journals.lww.com
… 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 …

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 …

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 …

Trends in length of stay and short-term outcomes among Medicare patients hospitalized for heart failure, 1993-2006

H Bueno, JS Ross, Y Wang, J Chen, MT Vidán… - Jama, 2010 - jamanetwork.com
… , 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 …

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 …

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. …

[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…