4.7 Article

Healthcare Cost Prediction Based on Hybrid Machine Learning Algorithms

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Health Policy & Services

Medical expenditure for strabismus: a hospital-based retrospective survey

Lei Yang et al.

Summary: The misconception of the purpose of strabismus treatment has affected the motivation of patients and resulted in financial burden. This study estimated the direct medical expenditure for strabismus surgery and analyzed the trend from 2014 to 2019 based on data collected from eye hospitals in northeast China.

COST EFFECTIVENESS AND RESOURCE ALLOCATION (2022)

Article Computer Science, Interdisciplinary Applications

Continuous-discrete hybrid Bayesian network models for predicting earthquake-induced liquefaction based on the Vs database

Jilei Hu et al.

Summary: This study develops mixed continuous-discrete Bayesian Network (BN) models to improve the predictive accuracy of earthquake-induced liquefaction, demonstrating better performance than traditional discrete BN models and various other methods on a 2010-2011 earthquake sequence in Canterbury, New Zealand. The study discusses the differences in information loss and computational costs between discrete and hybrid BN models.

COMPUTERS & GEOSCIENCES (2022)

Article Health Policy & Services

Medical expenditure for lung cancer in China: a multicenter, hospital-based retrospective survey

Xin Zhang et al.

Summary: This study estimated the direct medical expenditure for lung cancer care in China from 2002 to 2011, finding that drug costs and laboratory tests were the main factors increasing medical costs. Medical expenditures for lung cancer care varied based on region, hospital level, type, and stage.

COST EFFECTIVENESS AND RESOURCE ALLOCATION (2021)

Article Environmental Sciences

The Health Status Transition and Medical Expenditure Evaluation of Elderly Population in China

Lianjie Wang et al.

Summary: This study analyzes the health transition and medical expenditures of the elderly population in China, finding a close relationship between health status and medical expenses, as well as different growth trends for elderly populations with varying degrees of disability. Therefore, providing targeted healthcare, improving medical insurance levels, establishing mechanisms for sharing medical expenses, and adjusting the basic demographic structure are important policy choices to address the challenges posed by increasing medical expenses and changing elderly population dynamics.

INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2021)

Article Environmental Sciences

The Impact of Internet Medical Information Overflow on Residents' Medical Expenditure Based on China's Observations

Junqiang Han et al.

INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2020)

Article Public, Environmental & Occupational Health

Assessment of the medical expenditure of the basic health insurance in Morocco

Amal Yassine et al.

PAN AFRICAN MEDICAL JOURNAL (2020)

Article Computer Science, Information Systems

Medicine Expenditure Prediction via a Variance- Based Generative Adversarial Network

Shruti Kaushik et al.

IEEE ACCESS (2020)

Article Computer Science, Information Systems

AI in Healthcare: Time-Series Forecasting Using Statistical, Neural, and Ensemble Architectures

Shruti Kaushik et al.

FRONTIERS IN BIG DATA (2020)

Article Computer Science, Information Systems

Maize Carotenoid Gene Locus Mining Based on Conditional Gaussian Bayesian Network

Jianxiao Liu et al.

IEEE ACCESS (2020)

Article Health Care Sciences & Services

Medical expenditure for middle-aged and elderly in Beijing

Chenjin Ma et al.

BMC HEALTH SERVICES RESEARCH (2019)

Article Engineering, Biomedical

Machine learning approaches for predicting high cost high need patient expenditures in health care

Chengliang Yang et al.

BIOMEDICAL ENGINEERING ONLINE (2018)