BMC

• Healthcare Analytics Journal

How can big data analytics be used for healthcare organization management? Literary framework and future research from a systematic review | BMC Health Services Research

7 months ago admin

According to the SLR, the iterative process shown in the Fig. 1, has allowed to delete the duplicates and match the...

• Healthcare Analytics Education

Predicting total healthcare demand using machine learning: separate and combined analysis of predisposing, enabling, and need factors | BMC Health Services Research

10 months ago admin

Data sources and sampleThe 2022 Turkey Health Survey, conducted by the Turkish Statistical Institute (TÜİK), is a comprehensive study evaluating...

• Predictive Analysis and Disease Prevention

Proteomics-based mortality prediction modeling in type 2 diabetes: new promise for personalized treatment and prevention | BMC Medicine

10 months ago admin

In a recent BMC Medicine article, Luo et al. presented findings from a targeted proteomics study using data from the...

• Healthcare Analytics Internship

Development and validation of a machine learning-based predictive model for compassion fatigue in Chinese nursing interns: a cross-sectional study utilizing latent profile analysis | BMC Medical Education

1 year ago admin

Cheng J, Cui J, Yu W, Kang H, Tian Y, Jiang X. Factors influencing nurses’ behavioral intention toward caring for...

• Predictive Analysis and Disease Prevention

A prediction study on the occurrence risk of heart disease in older hypertensive patients based on machine learning | BMC Geriatrics

1 year ago admin

In recent years, machine learning models have been extensively applied to predict the short-term or long-term risk of various diseases,...

• Predictive Analysis and Disease Prevention

Predicting health outcomes with intensive longitudinal data collected by mobile health devices: a functional principal component regression approach | BMC Medical Research Methodology

2 years ago admin

Owing to the ubiquity of smartphones and Bluetooth devices in the consumer market, coupled with fast-developing mobile health technologies, health...