scholarly journals Knowledge Spillovers of Medical Big Data Under Hierarchical Medical System and Patients’ Medical Treatment Decisions

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 55770-55779 ◽  
Author(s):  
Wenjing Niu ◽  
Jinyan Huang ◽  
Zhao Xing ◽  
Jianbin Chen
Keyword(s):  
Big Data ◽  
Medical Treatment ◽  
Knowledge Spillovers ◽  
Treatment Decisions ◽  
Medical System ◽  
Medical Big Data ◽  
Hierarchical Medical System

scholarly journals Study on Ultrasonic Imaging of Nursing Care for Preventing and Treating Clinical Infection of Hemodialysis Patients Based on Smart Medical Big Data

2021 ◽  
Vol 2021 ◽  
pp. 1-6
Author(s):  
Yuanyuan Wen ◽  
Hongyan Li ◽  
Yanjun Gao
Keyword(s):  
Quality Of Life ◽  
Big Data ◽  
Medical Treatment ◽  
Nursing Care ◽  
Ultrasonic Imaging ◽  
Nursing Intervention ◽  
Hemodialysis Patients ◽  
Clinical Infection ◽  
Medical Big Data

The ultrasonic imaging research of nursing care for preventing and treating clinical infection of hemodialysis patients based on smart medical big data is studied. 100 hemodialysis patients were selected from May 2019 to May 2020. The patients were randomly divided into the observation group and routine group with 50 cases in each group. The PWV of common carotid artery was measured by ultrasonic rapid imaging technology, including BS value at the beginning of systole and ES value at the end of systole. According to the effect of preventive nursing intervention of intelligent medical treatment, the MHD group adopted preventive nursing intervention, while the routine group adopted traditional nursing service. The infection rate and quality of life score of patients in both groups were evaluated. The results showed that there were significant differences in BS and ES values between the MHD group and PWV in the normal group ( P < 0.05 ). There was no significant difference in BS value and ES value between MHD patients with plaque and those without plaque ( P > 0.05 ). It is proved that the ultrafast ultrasound imaging technology is safe, simple, noninvasive, nonradioactive, and fast and can automatically and accurately detect carotid PWV. It is expected to become a new imaging method for quantitative evaluation of arteriosclerosis degree in MHD patients. Preventive nursing intervention can reduce the incidence of infection in hemodialysis patients and improve their quality of life. Smart medical treatment has brought us a lot of convenience. As patients, we should change our concept, actively participate in it, and contribute to the development of smart medical treatment.

scholarly journals Analysis of the Impact of China’s Hierarchical Medical System and Online Appointment Diagnosis System on the Sustainable Development of Public Health: A Case Study of Shanghai

2019 ◽  
Vol 11 (23) ◽  
pp. 6564 ◽  
Author(s):  
Shen ◽  
Yang ◽  
Sun
Keyword(s):  
Public Health ◽  
Sustainable Development ◽  
Medical Treatment ◽  
Medical System ◽  
Treatment System ◽  
Diagnosis System ◽  
The Sustainable Development ◽  
Number Of Patients ◽  
The Impact ◽  
Hierarchical Medical System

In the study of the sustainable development of public health in China, academic circles have little to do with the unique hierarchical medical system and online appointment diagnosis system in China’s medical system. Therefore, based on the medical situation in Shanghai, China, in addition to the traditional dimension of medical expenses, this paper fully considers the impact of the current hierarchical medical policy, constructs a selection model for medical treatment behavior under the hierarchical medical system and online appointment diagnosis system, and carries out simulation analysis through the cellular automata grid dynamic model. This paper finds that the time-cost-oriented medical treatment behavior of Chinese patients will have different distribution under the current hierarchical medical system and online appointment diagnosis system. (1) When the medical treatment system neither allows online appointment nor referral, a large number of patients congregated in high-grade hospitals, with the most unreasonable distribution. (2) With the implementation of the system of allowing referral and online appointment, patients are gradually diverted to lower-grade hospitals or off-peak hours, and the distribution is relatively improved. (3) If the medical treatment system allows both referral and online appointment, the distribution of patients is the most reasonable. Therefore, China’s current hierarchical medical system and online appointment diagnosis system will, to a considerable extent, become a policy tool that affects patients’ choice of hospitals and an effective means to achieve the rational allocation of existing medical resources, which will play an important role in the sustainable development of public health in China.

Medical treatment decisions: Individual differences in risk tradeoffs

1998 ◽  
Author(s):  
Andrea L. Washburne ◽  
Sandra L. Schneider ◽  
Teresa Broughton
Keyword(s):  
Individual Differences ◽  
Medical Treatment ◽  
Treatment Decisions ◽  
Risk Tradeoffs

scholarly journals Factors affecting health care users’ first contact with primary health care facilities in north eastern China, 2008–2018

2021 ◽  
Vol 6 (2) ◽  
pp. e003907
Author(s):  
Ran Liao ◽  
Yaqian Liu ◽  
Shunzhuang Peng ◽  
Xing Lin Feng
Keyword(s):  
Health Care ◽  
Primary Health Care ◽  
Eastern China ◽  
Medical System ◽  
Health Care Facilities ◽  
Factors Affecting ◽  
Primary Health ◽  
North Eastern ◽  
First Contact ◽  
Hierarchical Medical System

BackgroundChina set out the vision to establishing a hierarchical medical system, with primary health care (PHC) facilities serving health care users’ first contact. Common ailments were listed, supported by a series of auxiliary policy measures. We aim to assess whether these policies were effective to prompt users’ preference to PHCs within these contexts.MethodsUsing data from three waves of National Health Service Survey, we examined trends in care users’ first contact with PHC facilities in Jilin, a north eastern province, during 2008–2018. We analysed trends and factors affecting care users’ choices, stratified by type of diseases and urban–rural settings.ResultsFrom 38 823 respondents, the survey identified 3302 health care users who sought outpatient care. 54.92% and 82.49% with diseases recommended to PHC, in urban and rural Jilin, respectively, contacted PHC facilities first. While 33.51% and 61.19% with diseases not recommended to PHC did so. Care users’ first contact with PHC facilities followed an inverse U shape during 2008–2018. Such trends were more profound among care users with hypertension and/or diabetes. Neither social health insurance coverage nor contracting with family doctors was associated with care users’ first contacts. Only 1.25% care users had referral experiences. Low perceived quality was the main barrier to choose PHC facilities.ConclusionHealth care users sought PHC in a chaotic manner in Jilin. None of the recent efforts seemed effective in prompting their preference to PHC facilities. Without levering quality of PHC, an effective hierarchical medical system could be hardly forged in China.

Embedded medical big data network and nursing intervention of aspiration pneumonia

2021 ◽  
Vol 80 ◽  
pp. 103659
Author(s):  
Meiling Guo ◽  
Chao Bian ◽  
Lingcheng Meng ◽  
Yan Wang
Keyword(s):  
Big Data ◽  
Aspiration Pneumonia ◽  
Nursing Intervention ◽  
Data Network ◽  
Medical Big Data
Sign in / Sign up

Export Citation Format

Share Document