Use of the modified Barthel index; Derivation of the formula; Benefit in predicting hospital stay.CraigieMarkShahSuryaMuncerStevemJ.EBSCO_AspBritish Journal of Therapy & RehabilitationCraigie M, Shah S, Muncer SJ. Predicting length of stay in hospital after brain injury. Br J Ther Rehabil 2002...
We investigated multiple machine learning techniques including feature engineering, regression, and classification trees to predict the length of stay (LoS) of all the hospital procedures currently available in the dataset. Whereas many researchers focus on LoS prediction for a specific disease, a unique...
Duration of hospitalization had a strong correlation with MISS (r = 0.805, R2: 0.65). Duration of hospitalization was 0.113 + (7.915) MISS. This new suggested scale shows a better value to predict patients' length of hospital stay compared to ISS and NISS. However, future studies with ...
Conclusion: Reductions in lengths of stay were most often associated with no significant change in patient outcomes. However, very short lengths of stay were associated with increased intensity of care following discharge for patients undergoing hip surgery, indicating possible cost shifting (the cost ...
In cellE12, insert the following formula: =E11/5 Here, we divide theTotal Length of Stayby5because our dataset includes information for 5 patients. PressEnter. You now have theAverage Length of Stayfor the 5 patients in the hospital. ...
For instance, the length of a patient’s stay in the Intensive Care Unit of a hospital could be categorised as: short (1-2 days), moderate (3-7 days), long (8-14 days), or extremely long (more than 14 days). Likewise, the number of times a criminal offender re-enters the ...
The Johns Hopkins Hospital (JHH) is a 1003-bed aca- demic quaternary medical center located in an urban set- ting in Baltimore, MD. We sought to quantify the effect of LOS outliers on length of stay at our hospital and whether any "outlier effect" was increasing or decreasing over the ...
The influx of hospital patients has become common in recent years. Hospital management departments need to redeploy healthcare resources to meet the massive medical needs of patients. In this process, the hospital length of stay (LOS) of different patients is a crucial reference to the management...
Elderly people with acute respiratory failure (ARF) have prolonged length of hospital stay (LOS) and high mortality rates. Malnutrition is negatively correlated with these LOS and mortality. However, no tools have been used to detect the risk of malnutrition and assist in designing nutritional suppo...
A Novel Online Calculator for Hospital Length of Stay in Brain Tumor Patients INTRODUCTION. Hospital length of stay (LOS) is an important consideration for physicians seeking to provide high-quality, cost-effective care. Accurate pre... J Adrian,AM Khalafallah,H Sakibul,... - 《Neurosurgery》...