Heterogeneous length-of-stay modeling of post-acute care residents in the nursing home with competing discharge dispositionsnursing homepredictive analyticsindividualized predictioncompeting riskshealth outcomesEMERGENCY-DEPARTMENTSIMULATIONPROFILEADULTSTIMEPost-acute care (PAC) residents in nursing homes (NHs) ...
A study of lifetime nursing home use was conducted with data from Connecticut for a 9-year period, 1977-1986. By linking stays for individuals, we were abl... K Liu,K Manton - 《Gerontologist》 被引量: 31发表: 1991年 Nursing Home Length of Stay and Spenddown in Connecticut, 1977–198...
The integration of machine learning models into care management has demonstrated significant promise and has already been implemented in various applications, such as the prediction of surgery durations and the estimation of disease occurrence probabilities. Jiao et al. extracted variables such as patient...
Mean hospital length of stay (LOS) was 10.75 days (SD ± 9.35) and in-hospital mortality was 16.2%. Time until first ABX in univariate analysis was nearly significant (p = 0.053) for mortality prediction, and the appropriate versus inappropriate ABX (per the Infectious Diseases ...
- 《Journal of Aging Research》 被引量: 1发表: 2014年 Heterogeneous length-of-stay modeling of post-acute care residents in the nursing home with competing discharge dispositions individualized predictioncompeting riskshealth outcomesEMERGENCY-DEPARTMENTSIMULATIONPROFILEADULTSTIMEPost-acute care (PAC) ...
Parental involvement has been shown to decrease the length of hospital stay. Infants who spent more time during the NICU stay in skin-to-skin contact with their parents scored higher on the Bayley psychomotor developmental indexes at six months of age. Family-integrated care of NICU infants at ...
Mean hospital length of stay (LOS) was 10.75days (SD???9.35) and in-hospital mortality was 16.2%. Time until first ABX in univariate analysis was nearly significant (p???=???0.053) for mortality prediction, and the appropriate versus inappropriate ABX (per the Infectious Diseases Society ...
We examined the cross tabulations of NH status ascertained by MDS and by the CMS-2728 and calculated the sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) for the CMS-2728 item 17u. Additionally, we calculated the mean length of NH stay in days ...
Prediction models of all‐cause mortality among older adults in nursing home setting: A systematic review and meta‐analysis Background and AimsFew studies have meta-analyzed different prognostic models developed for older adults, especially nursing home residents. We aimed to sy... S Zhang,K Zhang...
Assessing hospital-associated deaths from discharge data; the role of length of stay and comorbidities. JAMA. 1988;260(15):2240–6. Article CAS Google Scholar Williams A. Patients with comorbidities: perceptions of acute care services. J Adv Nurs. 2004;46(1):13–22. https://doi.org/...