This information can be further used or integrated into subsequent models to estimate the risk of an event of interest. We want to stress that asking for the number of falls, and not just whether falls have occurred, is helping to improve prediction accuracy. Furthermore, we suggest that ...
However, both variables are with a strong spearman correlation of 0.78, implying that the severe disease comorbidity and the subsequent increase of clinical utilization are instrumental for the prediction of the risk of fall. For other used algorithms, RF is similar to XGBoost, but resulted in ...
We analysed whether a combination of bone- and fall-related risk factors (RFs) in addition to a recent non-vertebral fracture (NVF) contributed to subsequent NVF risk and mortality during 2-years in patients who were offered fall and fracture prevention according to Dutch fracture- and fall-pre...
Fink K, Schwarz M, Feldbrugge L et al (2010) Severe endothelial injury and subsequent repair in patients after successful cardiopulmonary resuscitation. Crit Care 14:R104 Article PubMed PubMed Central Google Scholar van Genderen ME, Lima A, Akkerhuis M, Bakker J, van Bommel J (2012) Pers...
We used Cox models to determine the association of cardiac markers with fall risk, adjusted for age, sex, race/center, and multiple fall risk factors.#Among 3973 participants (mean age = 76卤5 years, 62% women, 22% black), 457 had a subsequent fall during a median follow-up of 4.5 ...
We excluded patients who were transferred to our hospital and subsequent visits related to the original fall. We randomly selected 350 eligible patients for chart review. We adapted our data collection instrument from published fall evaluation recommendations including the American Geriatric Society. ...
Fink K, Schwarz M, Feldbrugge L et al (2010) Severe endothelial injury and subsequent repair in patients after successful cardiopulmonary resuscitation. Crit Care 14:R104 Article PubMed PubMed Central Google Scholar van Genderen ME, Lima A, Akkerhuis M, Bakker J, van Bommel J (2012) Pers...
). The subsequent references and citations in the most highly cited of these papers were also scrutinised. We then combined the results and cross-referenced across the searches to remove duplicates, leaving a useable tally of ~2500 papers. To ensure a comprehensive yet tractable synthesis of ...