The tools used, in this case, for knowledge discovery and data mining where based on artificial neural networks (ANN) and consisted of four different models. All models represented supervised learning models with a known output. The four models of Continue Reading...
Data Mining in Health Care Data mining has been used both intensively and extensively in many organizations.in the healthcare industry data mining is increasingly becoming popular if not essential. Data mining applications are beneficial to all part Continue Reading...
The term "data mining" refers to the process of taking a large amount of data, sorting through it, and refining appropriate and relevant information. Typically, it is used with ERP systems to help make strategic decisions based on the patterns that Continue Reading...
healthcare model that could enable physicians determine their patients' susceptibility to future disease on the bases of their medical records, and most importantly, their similarity to other patients. They acknowledge that despite numerous studies Continue Reading...
Stated to be barriers in the current environment and responsible for the reporting that is inadequate in relation to medical errors are: Lack of a common understanding about errors among health care professionals Physicians generally think of erro Continue Reading...
Lack of accountability, transparency and integrity, ineffectiveness, inefficiency and unresponsiveness to human development remain problematic (UNDP). Poverty remains endemic in most Gulf States with health care and opportunities for quality educat Continue Reading...
ABC/123 Version X Definition and Purpose Explain each term in your own words using complete sentences. Health Care Example Identify an example of each term and discuss how it is used in a health care setting. References Provide two APA formatted r Continue Reading...
2001, p.160). Results also indicated that patients between the ages of forty-six and sixty-four incurred significantly larger financial losses for the facility than the rest of the patients and Medicare and Medicaid nonexempt patients admitted via Continue Reading...
Healthcare Case Study Schuylkill County, PA County Overview - Schuylkill County, Pennsylvania is located in the heart of the anthracite Coal region of Pennsylvania where the Schuylkill River originates. Pottsville is the county seat, and the county Continue Reading...
Data Mining Businesses can receive many benefits from data mining. Which benefits they receive, however, can also depend on the way in which their data mining is undertaken. Predictive analytics are used to understand customer behavior, and business Continue Reading...
Data Mining Determine the benefits of data mining to the businesses when employing: Predictive analytics to understand the behaviour of customers "The decision science which not only helps in getting rid of the guesswork out of the decision-making Continue Reading...
Data mining, a process that involves the extraction of predictive information which is hidden from very large databases (Vijayarani & Nithya,2011;Nirkhi,2010) is a very powerful and yet new technology having a great potential in helping companies Continue Reading...
The use of databases as the system of record is a common step across all data mining definitions and is critically important in creating a standardized set of query commands and data models for use. To the extent a system of record in a data mining Continue Reading...
The ability to parse through the many records of transactions, customer contacts, and many other items stored electronically creates the foundation for data mining's definition. Data mining specifically is defined as the process of data selection, e Continue Reading...
Data mining is very important for operational effectiveness but when / how to stop mining data before it becomes more trouble than it's worth? Over the last several years, advancements in technology have meant that an increasing number of companies Continue Reading...
Health Sciences Information Resources Ernst & Young (2001) describe the global health sciences marketplace as "a web created by pharmaceutical companies, biotech firms, eHealth companies, hospitals, physicians and other practitioners and medica Continue Reading...
what drives/motivates providers. In a nutshell, these authors assert that any healthcare system built on market principles is doomed to eventual crisis as payers (meaning patients by and large, whether directly or through government taxation) attemp Continue Reading...
Healthcare has gained exceeded attention in the past few years since all over the world, diseases and their intensity have been witnessed with an increase in population. Hygiene and sanitation have been associated with an increase in illness, thus co Continue Reading...
Terrace Hospital Marketing Plan Marketing Strategy -- Terrace Community Hospital Summary- Terrace Hospital is a smaller, community hospital, located in a suburb of a major city. There are a number of large urban hospitals within 45-60 minutes of Te Continue Reading...
EHR SYSTEM Health Care Data Situation: A healthcare institution that makes use of an enterprise EHR system having multiple interfaces to other health information platforms. Part 1: The kinds of data that would be kept in each system There are various Continue Reading...
Difference between Data Mining and Data AnalyticsData mining and data analytics are often used interchangeably in the health and nursing fields, but they actually represent distinct processes with unique goals and methodologies. It is helpful to know Continue Reading...
algorithms that can mine mounds of data that have been collected from people and digital devices have led to the adoption of data mining by most businesses as a means of understanding their customers better than before. Data mining takes place in re Continue Reading...
Management in Practice in Health Care Settings The Benefits of IT-based Knowledge Management Systems The delivery of quality health care and the process quality can be significantly impacted by the adoption of information technology in healthcare Continue Reading...
IT Acquisition Management for a new Video Shop Individual Project Activities Identification of a problem Organization: Component: Showtime Video Store Business Capture Group The problem is that there is no real information technology security Continue Reading...
Provide sustained technical assistance (Expert Panel Meeting: Health Information Technology: Meeting Summary, 2003) Evaluation of the process in rural and small communities includes: (1) scope of the project; (2) goals; (3) critical success factor Continue Reading...
Legal Obstacles What are the legal obstacles to data mining? What problems could occur? What solutions would you propose? The legal obstacles to data mining are data ownership, privacy of the data, and the expected results (Jensen, Jensen, & Br Continue Reading...
It was good news. But it was bad news to healthcare providers in areas with large populations of alien immigrants. The benefits did not link up with the funding employers or the government to pay for the benefits. It did not offer enough incentives Continue Reading...
Mandatory Overtime Policies Organizational Culture and Readiness Assessment The results of the Organizational Culture and Readiness for System-Wide Integration of Evidence-Based Practice checklist, which summarizes the survey results, are discusse Continue Reading...
Data Warehousing: A Strategic Weapon of an Organization. Within Chapter One, an introduction to the study will be provided. Initially, the overall aims of the research proposal will be discussed. This will be followed by a presentation of the overal Continue Reading...
Health and Environmental Issues in the Middle East and Third World Countries The World health organization states that "More than three million children under five die each year from environment-related causes and conditions. This makes the environm Continue Reading...
Health Educational Tool Health Education Tool Family Background Miss S. is an African-American who is 67 years old. She came to the United States at the age of 20 and currently performing the roles of housekeeping. Miss S. is married to Mr. S who Continue Reading...
Health Promotion: American HIV Prevention in an Era of False Security - an Investigative Study AIDS is one of the most dangerous diseases to affect humankind. AIDS awareness is best-funded and best-taught in the United States of America. This reali Continue Reading...
electronic health record-Keeping (EHRs) According to Jensen, Jensen & Brunak (2012)'s article entitled "Mining electronic health records: Towards better research applications and clinical care," scientists have a potentially invaluable source o Continue Reading...
Zaslavsky is the leader of the Semantic Data Management Science Area (SMSA). He has published more than 300 publications on science and technology. Perera has vast experience in computing and technology as he is a member of the Commonwealth Scientif Continue Reading...
Diabetes Database for Older Patients A diabetes database must capture information that is directly related to the disease and some of the valuable elements include age, A1C results, skin fold, blood pressure, weight, date of first symptoms, and blood Continue Reading...
Growth Aided by Data Warehousing Adaptability of data warehousing to changes Using existing data effectively can lead to growth Uses of data warehouses for Public Service Getting investment through data warehouse Using Data Warehouse for Busines Continue Reading...
Air Pollution The air that surrounds us is a mixture of 78% nitrogen; 21% oxygen; less than 1% of carbon dioxide, argon, and other gases; and varying amounts of water vapor. Any other particles, gases or unoriginal constituents hanging in the air wh Continue Reading...
"Potential barriers to resource sharing include institutional separation, ignorance of each field's history and unique challenges, constrained resources and different timelines" (Mamotte et al. 2009). Ultimately, I do not believe it matters if the Continue Reading...
There is also a lack of healthcare facilities capable of doing the screenings in many small, rural Kentucky communities, which is another barrier for many miners. Health professionals need to become more involved in information and screening inform Continue Reading...
Telemedicine: How does it impact patient care? Introduction The modern health care system is better and considerably more complex than what the situation previously was a decade and several decades ago. According to various researchers, the modern he Continue Reading...
