Data Mining In Healthcare

Improved Essays
Data mining is most dominant technology at present. It is one of the most important and inspiring area of research. It is a process for exploration and analysis of huge amount of data. The concept of Data Mining is used in many sectors such as industries, universities, banking and many more as it helps to study on the important data about the activities of the customers. With the results obtained from data mining the firms could able to discover the new things which help to improve their strategy and decision making.
Now a days, Data Mining has become popular in medical sector due to the need of efficient analytical method to detect the unknown and important information in health data. The main reason behind the using of data mining application in healthcare systems is to develop an automated tool for identifying of healthcare information. It is very advantageous to all the people related to medical sectors such as doctors, patients, medical insurer and other related members who are concerned with this medical sector.
EXPLANATION OF PAPER:
In this paper the author explain about, ” Carolinas HealthCare System, which operates around 900 care centre which includes hospitals,
…show more content…
If they observe any negative activities by the patients like person suffering from sinus buying ice cream from a store, purchasing other things which the patients not suppose to eat and not refilling his/her medicines from the pharmacy in such situations the healthcare system will convey the message to the related doctor with the patient activities and scores which were calculated by them based on the patient’s credit card purchases. It also helps to calculate cost of the treatment and rate of risk of the patient’s illness. It also helps to study the chances of getting a particular disease in future to a particular patient’s based on his/her present

Related Documents

  • Improved Essays

    Nt1310 Unit 3 Study Guide

    • 703 Words
    • 3 Pages

    13. Data Mining: Data mining is the process of identifying valid, novel, useful and understandable patterns in…

    • 703 Words
    • 3 Pages
    Improved Essays
  • Improved Essays

    Nt1330 Unit 1 Assignment

    • 698 Words
    • 3 Pages

    There is a great benefit for electronic share of the most important of the speed of access to the patient's evidence and by following the speed of decision-making for clinical treatment, treatment, and also serve scientific research q4 THE computers is the main part for this techniques and it shapes big part form health care and we see that the technology is very important to…

    • 698 Words
    • 3 Pages
    Improved Essays
  • Superior Essays

    What California Sutter Health Did To Fix Billing Issues In the health care field, there is an increasing issue with its inability to collect debt from the millions of underinsured or uninsured patients. Many health care organizations struggle to meet operational margins because the health care industry never treated their patients like customers. Many hospitals acquire billions of dollars in bad debts alone annually because there is an issue of patients that are truly uninsured and they can only collect a small percentage of the balance after the patients have been treated. There are many reasons as to why this happens and some of the reasons are from not gathering information from patients due to the lack of training of staff members or poor accounting practices.…

    • 1407 Words
    • 6 Pages
    Superior Essays
  • Improved Essays

    Pcs Case 7

    • 676 Words
    • 3 Pages

    The same data will also be able to give an understanding of the type of office visit patient is consulting for and the amount of each service being render. In order for the organization to be able to succeed in the new era of health care reform, the must measure the cost of getting new patients, through marketing services and public relations services. It is also imperative for staff to contribute the organization productivity because staff productivity provided a direct impact on the organization’s performance and affect the business from all aspects. Hence, the front desk staff, who checks in the patient, the billing staff who verify patient’s coverage and eligibility, the doctors, Nurses, and medical assistant who provides medical…

    • 676 Words
    • 3 Pages
    Improved Essays
  • Improved Essays

    Sutter Health Case Study

    • 643 Words
    • 3 Pages

    Introduction Sutter Health is a non-profit network, which comprises of community-based health care providers based in Northern Carolina. Sutter Health introduced an interface, which was targeting to improve revenue collection of the facilities from the self pay patient. Sutter Health recognized that conventional payment processing system had had shortcomings with limited access to correct information by the account representatives, unproductive performance measures and disjointed centers of service prerequisite. The program of Sutter health created a system, which consisted of solutions geared towards conquering these drawbacks.…

    • 643 Words
    • 3 Pages
    Improved Essays
  • Improved Essays

    The United States health care system is highly characterized by the collection of revenues from the patients serviced. The collections of revenue allow health care facilities to acquire any equipment needed as well as pay wages to their employees. Insurance for healthcare assists this system with the insurance plans that contain high deductibles. “The situation is highly affected by the large population that has no healthcare cover. It has led to the system to collect revenue upfront so that institutions can be able to sustain themselves” (Souza & McCarty, 2007).…

    • 397 Words
    • 2 Pages
    Improved Essays
  • Decent Essays

    CHKD Case Study

    • 89 Words
    • 1 Pages

    This paper has demonstrated that CHKD has enough resources and competitive advantages to create a successful enterprise. It has the legacy and capacity to be a leader northeastern NC’s non-profit healthcare industry. A comprehensive investigation of this community’s operating environment has been presented. We used tools such as demographic analysis, service area structure analysis, and competitor analysis to identify strengths and weaknesses of the project. Each of these tools looked at the community needs from a slightly different perspective in order to develop a complete understanding of CHKD’s…

    • 89 Words
    • 1 Pages
    Decent Essays
  • Improved Essays

    Happy Hospital Case Study

    • 1226 Words
    • 5 Pages

    But the messengers does not have enough to send the medical records from department the other department. So the Happy Healthy Hospital board have a questionnaires to asked with the patients, it showed the patients use more time to waiting the process of seeing a doctor until receiving drug were completed. Although Happy Healthy Hospital used the IT system or any technology but it is not enough for all process of the Hospital because of Happy Healthy Hospital uses IT only in some department for instance Outpatient Department, Inpatient Department, Internal Medicine Department, Finance and Pharmacy. Although Happy Healthy Hospital have a IT depatment worked about network, developed application same as the other comapanies but IT system does not applied to all department in the hospital for now. The records for each patient,The Happy Healthy Hospital keep the data on the paper-based only.…

    • 1226 Words
    • 5 Pages
    Improved Essays
  • Great Essays

    This book discusses the complexities of the health care delivery system in the United States and the current evolving reform. The preface begins with a brief introduction on how the United States Government has passed an Affordable Care Act (ACA) and a somewhat shady “Health Care Reform Bill.” The ACA is not favored by most of the American people, but the Obama Administration is pushing for the bill to pass so it can ensure their political dominance. Apart from the political aspect of this bill, it is inevitable that some major reform is underway. Many concerns remain, which have been addressed long before these bills.…

    • 2119 Words
    • 9 Pages
    Great Essays
  • Superior Essays

    The use of electronic health records would allow healthcare staff to track and manage patients across the system. The patient’s health information will be documented in an electronic medical record to ensure all team members and specialist have appropriate access to the patient’s medical record. Therefore, keeping electronic health records on patients help the medical staff recognize gaps in care and help give the patient the care they need, when they need it. This can greatly reduce the likelihood of emergency room…

    • 976 Words
    • 4 Pages
    Superior Essays
  • Decent Essays

    Predictive analytics is the practice of learning from historical data in contemplation of making predictions about the future or any unknown. Predictive analytics is not new to health care. However, in the past it has been limited by many factors, including data availability and accessibility. In the last few years with the widespread implementation of electronic health records (HERs) and the growing patient generated data, we have seen an overabundance of data in healthcare. The amount of this data will continue to multiply and we are expected to produce more than 2300 Exabytes by 2020 (1 EB = 1 billion gigabytes).…

    • 212 Words
    • 1 Pages
    Decent Essays
  • Improved Essays

    Health Care Finance Health care industry is a growing business not just in America but also around globe. Behind any business, finance play a crucial in building, driving and maintaining the business regardless of the type of business is. Ultimately health care is a business, which definitely requires financial management in order to run the business. Since finance is an important aspect of health care business, it becomes extremely important for the Health care professional to have fundamental knowledge in finance. For instance Doctors, Nurse practitioners, Physician assistants, Pharmacists and Nurses etc.….…

    • 835 Words
    • 4 Pages
    Improved Essays
  • Decent Essays

    Health care in the United States is delivered by several individual organizations. Health care organization are mainly owned and ran by private sector businesses. Health market function are about the buyers and sellers that share equal information regarding pricing, value and compete equally to sell or buy insurance. The market-based health insurance system in the United States at this time in crisis state in which a large number of people is in need of the health care. The most noticeable issue currently is that there are 32 million people without health insurance, the most stressing is that 101,000 people per year died from preventable deaths, simply due to the fact the way health care markets function.…

    • 499 Words
    • 2 Pages
    Decent Essays
  • Improved Essays

    THE ECONOMIC IMPACT OF MEDICAL ERRORS IN HEALTH CARE ORGANIZATIONS The issue of an efficient healthcare service delivery by the National Health Service (NHS) and other healthcare providers has consistently occupied the first position amongst other objectives to be maximized by the government, healthcare organization, and the patient, this is due to several factors such reduction in cost of service delivery; increasing competition amongst healthcare service providers; quest to raise life expectancy of the citizens, just to mention but few. Health economic theoreticians and analyst have long understood and recorded a deteriorating health state and several medical claims by patients resulting from errors in medical practices, thus gave rise…

    • 1256 Words
    • 6 Pages
    Improved Essays
  • Improved Essays

    Data Mining Essay

    • 798 Words
    • 4 Pages

    It could be from your watch, phone, light bulbs or your car. Even your television collects data. I will explain and define the usage of data mining in these three areas. The fullness of benefits that this topic, Data Mining, has to offer has not been truly achieved. New technologies are around the corner, namely Data Stream Mining.…

    • 798 Words
    • 4 Pages
    Improved Essays