Expert Radiology Application Softwares Enhance Radiology Diagnosis Contributions And Challenges By A Historical Review of Informetric Analysis From 1991To 2021

In all areas of medicine, especially in radiology, computers are increasing year by year. Filmless radiology, speech recognition software, electronic application forms, and teleradiology are recent developments that have greatly improved radiologists' performance. This research explores radiology software trends, predictions, and the challenges posed by informatics and historical trend analysis. The rationale behind this research is that information technology (IT) is overgrowing almost every day. We must continuously seek new ways to apply IT to make more use of resources. Consequently, IT becomes increasingly crucial to radiology organizations' innovative thinking, workflow, and business models. This study aimed to analyze all radiology software publications in the Science Citation Index (SCI). From 1991 to July 2021, SCI was used to search for publications systematically. We have also widely used this historical method in radiology software research. The findings and discussions are base on an assessment of trends, predictions, contributions, and challenges in radiology software, and we are exploring radiology software with six evolutionary stages. The gift of this research is that radiology managers realize that the use of new information technologies is closely related to survival in a competitive environment. Radiology companies can review these new technologies to develop more innovative business models and services to improve operational deficiencies.


Figure 1 Radiology software evolution trend diagram
The main contribution of this research is to make radiology managers aware of the key to learning to use new information technologies to survive in a competitive environment [5]. The Radiology department director can use this innovative software in his department to improve operational efficiency and service quality. Radiology companies can look at these new technologies to develop further business models and services, strengthen business deficiencies in the past, and generate more business revenue from academic contribution, academic research on the exploration of innovation diffusion theory. It directly guides companies to improve existing machines, software, or operational errors and faces operational problems to improve innovative technologies, provide better services, and improve service quality and performance.
As a result, radiology has also begun to use information technology to solve more effective and accurate problems, such as using new and innovative systems for patient testing and diagnosis and competition for business, education, operations, and service needs. Therefore, radiology software resources and workflow, patient diagnostic safety management solutions, optimize asset utilization, reduce operating costs, and improve patient care in the medical industry; the world is based on various medical radiology applications developed.
There are more radiation systems, and this hospital is using them. This article will explore the Preprints (www.preprints.org) | NOT PEER-REVIEWED | Posted: 12 November 2021 5 trends through the 1991 Informatics and Historical Review Trends and Radiology Software Technology. By 2021, we will clarify the trends in technology, analyze their contributions, and predict trends and challenges through radiology software.

II. Literature review Diffusion of Innovation Theory
The diffusion of Everett Rogers defines it as a process through which The Internet is an indispensable part of almost all radiologists' daily lives. Nevertheless, few people fully understand how it works or how to make the most of workplace technology.
These analysis tables will explore the basics of computer networks and make the Internet a valuable resource. In addition, we will discuss the process of designing and implementing radiation management and education websites or intranet websites. Developing a website, what it contains, how to use it for ease of use, free provisioning, and two-way cost software to achieve this goal is also an essential point of view for applying this software [6]. Table 1, 2, 3, illustrate the operation type software of radiology for X-ray, CAD, CT, MRI, PACE, speech recognition, 3D, 4D, artificial intelligence, and electronic radiology reporting system.    Table 4 and Table 5 show the operation type software of radiology. Radiology and radiologists consider being an increasingly valuable resource in anatomy teaching. It is a state-of-the-art radiology workstation with industry-standard application software to provide the latest in fascinating pathology and physiology.
PACS diagnostic workstation. This environment includes all the tools used to create the teaching files, including text descriptions, annotations, and image processing [19].
Understanding informatics principles is crucial because they affect PACS and other supporting software and the model itself [20]. CT and the latest MRI, with software processing (interactive data display, contour detection and summation, imaginary 3D structure, and interactive visualization), provide further analysis improvements that are now available to make a single model [21]. The essential information is needed.
Computer-aided detection (CAD) has attracted a wide range of research interests [22].
The following operating software section uses the latest voice-to-text IT technology to design these systems to improve operational efficiency. Speech recognition (SR) in a radiation environment is a way to reduce management costs by reducing or eliminating transcriptional services and reducing reporting time by reducing reporting time [23].

III. Research method
A historical review of this research application is based on an understanding of trends and radiology IT's innovative contributions. This study aimed to analyze all radiology software publications in the Science Citation Index (SCI). From 1991 to July 2021, SCI was used to search for publications systematically. The selected file includes the radiology software as part of the title, abstract, or keyword. Analysis parameters include authorship, international cooperation mode, magazine, language, file type, research address, reference count, and reprinted author address. The citation analysis is based primarily on the Journaling Citation Report (JCR) and the impact factor defined in each publication citation (CPP) and is used to assess the effect of the journal relative to the entire field and describes it as the ratio. The average per publication quotes at a given time. Also, historical methods have been applied to the study of radiology software. This practice shows that historical phenomena can be costly and complicated. We can raise our awareness by reviewing and investigating the background and development of time, location, and events. From July 1991 to 2021, SCI initiated and used historical methods to develop software radiology publications.

Challenges: Privacy, data security
In the Virtual Radiology Environment (VRE), the information to be protected embeds in three main information components: (  (2) Meta-manager information to be protected consists of multiple data objects. This information will be distributed to the Meta-Manager node, including (a) radiologist programs; (b) radiologist programs; (c) radiologist programs; (c) radiologist programs; Radiologist program; (c) radiologist program; (b) list of modal words; (c) route case information; (d) information on DIN-PACS and integrated health systems, and meta-management management and safety Information; (e) Patient case data.
(3) VRE requires access control and communication security to control who uses the VRE and meta-manager functions and protects messages between VRE elements [68].

Contributions:
CT: The precise CT technology of the spine covers the smallest area required to answer clinical questions, and individual patients significantly impact the risk of cancer. Cancer risk is decisive, so it is necessary to consider spinal CT imaging based on the total radiation risk over the patient's lifetime [55]. Radiation diagnostics, such as traditional radiography, fluoroscopy, and computed tomography (CT), will continue to bring significant benefits to modern medical

V. Conclusion
This study aimed to explore the trends, predictions, and challenges of informatics and historical trend analysis. The development of emerging radiology information technology has made the global radiology business environment a dynamic market. The hospital will continue to face new radiological technology and competition and increasingly complex patient expectations. The basic principle of this research is that information technology is increasing almost every day, and we must continuously seek new ways to use it to create more resources.
In light of this, developing new ways of thinking for radiology organizations, workflows, and business models is increasingly important. Radiology organizations not only use intellectual capital and information technology to improve their operational deficiencies, but radiology directors are also committed to addressing ongoing operational crises. They invest resources and knowledge in reconfiguring and creating innovative structures and systems to overcome problems and pursue more efficient operations.
This study used a combination of historical review and data analysis. This study aimed to analyze all radiology software publications in the Science Citation Index (SCI). From 1991 to July 2021, SCI was used to search for publications systematically.
The contribution of this research is that radiology managers recognize that the use of new information technologies is critical to survival in a competitive environment.
[5] From the perspective of academic contribution, from discovering the theory of innovation diffusion to finding embedded academic research, it directly guides enterprises to improve existing machines, software, or operational errors, innovate technologies, provide better services, and enhance the quality of service and performance.