Harnessing Unstructured Data in Radiology The harnessing of unstructured data is vital to moving the field of radiology forward. There are methods used for the mining of unstructured data, with one of the most common being Natural Language Processing (NLP). However, there are some difficulties with the use of NLP in the radiology field, because NLP lacks the capacity to analyze free-text radiology reports and images. There is too much uncertainty

Radiology and Cyberspace The creation of 'cyberspace,' or the sharing of information through email, on the Internet and on websites, has had a profound impact on nearly every field of human endeavor. Medical science, and particularly Radiology, has been particularly affected and enhanced by new technology. Radiology, by its very nature, has always been a leader in the use of emerging technology in the medical field. Now, new technology developed during

Role of HIT in Healthcare Planning Healthcare information technology (HIT) is one of the greatest disruptive forces that will affect vision and planning over the next decade. However, regardless of the technology that is developed, it must be supported and executed by hospital leadership to be successful. Currently, research is underway for the use of artificial intelligence, supercomputing, and clinical support systems in the healthcare environment. This research will explore how

The independent physician groups and hospitals provide services under the organization's guidelines, but they may also care for patients who are not members. (1997) While managed care does offer employers more control in choosing the specifics of the health care plan provision at the same time the insurance companies and the profit-drive health-care organizations possess a strong role. Opponents of the government having a primary role in health care financing

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 education poor or unavailable, degraded habitats including urban pollution and poor soil conditions from inappropriate farming practices. Social safety nets are also entirely inadequate and all form part of the nexus of poverty that is widely prevalent in Gulf countries.

It uses a great deal of expensive and cutting-edge technology, and none of this is cheap. While DR can do a great deal for a hospital radiology department, that department also must have the funds available to support what needs to be purchased and accomplished where DR is concerned if the department chooses to use this technology. Image Quality Image quality, other than cost, is quite probably the largest issue that