Αποτελέσματα Αναζήτησης
16 Νοε 2023 · Here’s how healthcare providers use techniques such as rolling forecasts, driver-based planning and scenario planning to improve financial forecasting. When healthcare providers use forecasting to their advantage, they can deliver more efficient (and better) care.
13 Ιουλ 2023 · Attempts have frequently been made to raise efficiency and cost-effectiveness in healthcare services. However, to achieve these goals, background knowledge and skill are essential and good understanding of forecasting methods can help healthcare administrators learn, apply, and utilize data to attain their goals.
19 Μαΐ 2019 · The bottom line in healthcare innovation is that as health care changes, forecasting approaches have to change. Market forecasts, total-cost-of-care forecasts, financial cost models, and population health models all have to be adjusted to the trends in health care.
1 Απρ 2012 · It compares ARMA model with neural network model in medical cost inflation rates forecasting. We find that the neural network model outperforms the univariate ARMA in both 1-step and 12-step ahead forecasts. A number of important practical implications are discussed. 1. Introduction.
18 Μαρ 2020 · We highlight the implications of using statistical, neural, and ensemble methods for time-series forecasting of outcomes in the healthcare domain. Introduction Healthcare costs are rising, and patients need to manage their healthcare expenditures on medications ( Bertsimas et al., 2008 ).
11 Δεκ 2019 · Methods. We used 2014–2015 Swiss health insurance claims data on 373′264 adult patients to classify individuals’ changes in health care costs. We performed extensive feature generation and developed predictive models using logistic regression, boosted decision trees and neural networks.
16 Απρ 2018 · An important informatics tool for controlling healthcare costs is accurately predicting the likely future healthcare costs of individuals. To address this important need, we conducted a systematic literature review and identified five methods for predicting healthcare costs.
