Health analytics, also known as big data analytics, is the process of deriving insights from patterns and correlations found in healthcare big data and used to make better healthcare decisions,
In order to keep up with the computational needs of Big Data, a
number of new and innovative computational techniques and platforms
have been developed. These techniques are collectively called
high-performance computing, which includes the following:
*In-memory analytics
Storing and processing the complete data set in RAM
*In-database analytics
Placing analytic procedures close to where data is stored
*Grid computing & MPP
Use of many machines and processors in parallel (MPP-massively
parallel processing)
*Appliances
Combining hardware, software and storage in a single unit for
performance and scalability
The range of technologies and tools-databases, electronic health record systems, data warehouses, web applications, clinical decision support systems and others-are integrated for interoperability and seamless processing of health data for insight. Such integrated applications help doctors, caregivers, and patients understand and make sense of health data as needed for diagnosis, treatment, health management, and preventive care.
For example, the use of health analytics technologies can ensure that emergency room doctors are briefed and ready to treat patients prior to their arrival by ambulance.
Analytics is also key in helping operating room doctors better predict the effects of anaesthetics during surgical procedures.
* A graph is a very effective visual tool as it displays data at a glance, facilitates comparison, and can reveal trends and relationships within the data such as changes over time, frequency distribution, and correlation or relative share of a whole. Text, tables, and graphs for data and information presentation are very powerful communication tools.
For instance, blood pressure, heart rate, the number of drugs administered, and anaesthesia time can be presented together in one table. Finally, tables are useful for summarizing and comparing quantitative information of different variables. However, the interpretation of information takes longer in tables than in graphs, and tables are not appropriate for studying data trends. Furthermore, since all data are of equal importance in a table, it is not easy to identify and selectively choose the information required.
Discuss the importance of including background/introduction information and the statement of the problem in a health...
1- Briefly describe how to choose an appropriate SmartArt layout. 2- Briefly discuss the importance of addressing your audience during a presentation that includes information graphics. 3- Discuss the importance of obtaining information for your graphics from credible sources and giving credit to those sources. 4-State five (5) general guidelines to consider when you have to include Information Graphics in a presentation. 5-List the steps involved in adding adding an Image to a Table.
Discuss the importance of the user experience when implementing or changing components of health information technology.
In the work plan for a report, the problem statement should _____. A. provide background information on the report topic B. include the credentials of the report writers C. describe the purpose and scope of the report D. clearly and succinctly define the problem
Background on the disease itself (demographic distributions associated with the disease and the etiology of this disease process. The risk factors, symptoms and clinical presentation of this disease. Typical laboratory and diagnostic findings for this diagnosis (including all possible methods of diagnostic evaluations). A brief review of treatments used, including an explanation of why that treatment is effective in restoring normal physiology. Program Specific part must include patient education/instruction information, where you, as a health care professional, must work with...
Write a policy brief on the Social Determinants of health Identify issue. Background information - (a) Population effected; (b) Local, state or national level; and (c) Evidence about the issues supported by resources Problem statement. Suggestions for addressing the issue (solutions) - (a) Including necessary stakeholders (government officials, administrator); and (b) Include budget or funding considerations, if applicable Impact on the Health Care Delivery System Include three peer-reviewed sources and two other sources to support the policy brief
Discuss the following ( minimum requirement 300 words): The importance and impact of non-health outcomes to overall health promotion program goals, including benefits to society
Question 1 Describe 2 types of healthcare stakeholders and discuss their “stake” in health care. Question 2 What is some key information that each type of stakeholder may want or need to know from a health analytics presentation? Why is this information important to each type of stakeholder?
Write an introduction paragraph with background information on bacterial growth on food and its relation to environmental temperature. For example, frozen food would have less bacterial growth than food that was left out overnight at room temperature.
Discuss the importance of and use of planning, decision making, and training in health organizations and provide examples of each. How can planning, decision making, and training aid in developing organizational culture in health organizations?
2) Immobility can be a great problem to patients and can jeopardize their health. Discuss how you can prevent this when providing care to a patient with a specific condition. Be clear in identifying the specific condition.