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  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>S. Tynymbayev);</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <title-group>
        <article-title>networks for Healthcare: best practices for European Society</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Tetiana Dyka</string-name>
          <email>tanya_dyka@ukr.net</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Roman Odarchenko</string-name>
          <email>odarchenko.r.s@ukr.net</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Iryna Terentieva</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Sakhybay Tynymbayev</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Azamat</string-name>
          <email>imanbaevazamat@gmail.com</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Imanbayev</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Kundyz Maratkyzy</string-name>
          <email>kundyz.maratkyzy@mail.ru</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Almaty</institution>
          ,
          <addr-line>050013</addr-line>
          ,
          <country country="KZ">Kazakhstan</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Bundleslab KFT</institution>
          ,
          <addr-line>Váli utca 4. 4. em. 2, Budapest, 1117</addr-line>
          ,
          <country country="HU">Hungary</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>Kazakh British Technical University</institution>
          ,
          <addr-line>Tole bi st. 59 Almaty, 050000</addr-line>
          ,
          <country country="KZ">Kazakhstan</country>
        </aff>
        <aff id="aff3">
          <label>3</label>
          <institution>National Aviation University</institution>
          ,
          <addr-line>Liubomyra Huzara ave. 1, Kyiv, 03058</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>1967</year>
      </pub-date>
      <volume>000</volume>
      <fpage>0</fpage>
      <lpage>0003</lpage>
      <abstract>
        <p>The 5G standard will be a new milestone in the development of modern video communications, especially in areas where ultra-high video expansion is required, such as medicine. Over the past few years, the field of e-Health has experienced substantial growth and advancement. The adoption of technology in the health sector has become a common practice across all Member States in the European Region. These investments are aimed at achieving health system reform, introducing innovative healthcare methods, and providing efficient means of accessing and exchanging health information. This article discusses the new 5G network and the scope of this technology. The application of the new network in the medical field is analyzed. It is established that fast and reliable communication will soon allow not only to conduct video consultations but also to remotely manage complex operations. The report's main findings suggest that there is a growing interest in e-Health and that actual advancements are being made in the integration of technology solutions for enhanced public health and healthcare service delivery. Furthermore, the report also examines the potential impact of 5G networks on human health.</p>
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>5G, technology, network, medicine, health, e-Health</p>
    </sec>
    <sec id="sec-2">
      <title>1. Introduction</title>
      <p>
        E-Health describes the use of information and telecommunication technologies to perform a wide
range of functions that affect the public health sector. E-Health includes Internet-based products,
systems, and services [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. This includes tools for health service leaders and professionals and personal
health systems for citizens. For example, medical information networks, electronic medical records,
telemedicine services, health portals, and many other ICT tools help prevent disease, diagnose, treat,
and monitor the health and lifestyle of citizens.
      </p>
      <p>Despite the fact that electronic medical services are available in Europe, they are not yet popular in
real medical practice. One reason is a lack of understanding of their benefits. The experience of
developed countries shows that the most common obstacles to the successful implementation of
eHealth programs are insufficient information about the role of e-Health in health care and the lack of
operational and support policies. Therefore, it is important to actively promote existing good solutions
and the benefits associated with them, while developing quantitative methods for assessing the benefits
of e-health. e-Health technology is an integral part of the EU strategy implemented within the</p>
      <p>
        2022 Copyright for this paper by its authors.
framework of the i2010 initiative [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ], which covers actions related to various areas, including public
health, facilitating the migration of citizens between EU member states, and health systems assessment.
      </p>
      <p>
        The e-Health initiative is developing in at least three main directions:
 research and technological development. There are plans to introduce Plan C to support
eHealth for 17 years. Within their framework, over 500 million euros were allocated to finance
research projects;
 politics. EU Member States are committed to sharing best practices and best practices to create
a pan-European e-Health space and thereby dramatically improve the quality and accessibility of
healthcare services while stimulating growth in this promising new sector. The European plan for
electronic health protection [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ] is even more important than the plan of the European Union in 2010.
 application development and deployment. The results of research and pilot projects on e-Health
are used for the practical implementation of new applications. A pan-European eTEN program has
already been launched to test their performance in the ever-expanding e-Health demonstration
systems [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ].
      </p>
      <p>There are a lot of other research projects devoted to the investigation of different technological
solutions, that can be used for the e-Health applications. One of the widespread and rapidly growing
solutions is 5G networks. Therefore, the main purpose of this article is to analyze the possible use of
5G in the EU e-Health ecosystem.</p>
    </sec>
    <sec id="sec-3">
      <title>2. 5G networks development for the needs of e-Health</title>
      <p>The global telecommunications industry is on the brink of unveiling the fifth generation of mobile
communications. As with previous iterations, 5G is poised to revolutionize not just telecommunications,
but also various other sectors of the economy. This cutting-edge technology boasts numerous
impressive advantages over its predecessors.</p>
      <p>5G technology, which is set to replace the 4G standard in the next few years, significantly expands
the functionality of fourth-generation mobile networks: it is 100 times faster and a thousand times more
powerful. This will create mobile networks that provide much higher performance and reliability and a
much lower delay in signal transmission (or delay time), which minimizes power consumption and
allows you to connect devices en masse.</p>
      <p>
        The introduction of 5th-generation networks in the long run can transform our perception of the
world and lead to the transformation of society [
        <xref ref-type="bibr" rid="ref5 ref6">5, 6</xref>
        ]. With the upcoming fifth-generation standard, we
can anticipate a surge in mobile network capacity and faster data transfer speeds. Moreover, this
development will pave the way for new possibilities in utilizing mobile communications and the
creation of innovative digital services.
      </p>
      <p>The latest 5G mobile technology boasts impressive characteristics, as outlined in Figure 1. These
include:
1. A peak speed of 20 Gbps when transmitting from the base station to the mobile device, with up
to 10 Gbps in the opposite direction.
2. Practical speeds of 100 Mbps per subscriber or more.
3. Spectral efficiency in 5G networks that is 2-5 times better than previous generations.
Specifically, 30 bits/s/Hz on the line down and 15 bits/s/Hz on the line-up.
4. Improved energy efficiency by 2 orders of magnitude, which enables IoT devices to operate for
10 years without requiring a recharge.
5. Shorter radio interface delays, with a duration of just 0.5 ms for super-reliable interconnection
URLLC services and up to 4 ms for ultra-wideband mobile services eMBB.
6. Subscriber speeds of 500 km/h.</p>
      <p>7. The ability to connect up to 1 million devices per square kilometer.</p>
      <p>The fifth-generation connection provides benefits for many areas of activity, including the
manufacturing sector, transport, and other industries. The 5G network offers solutions to critical issues
such as remote management of infrastructure and the city's economy, medical procedures, and transport.
In addition, the new generation of telecommunications will open up new opportunities in industry,
agriculture, manufacturing, medicine, education, entertainment, and more - all of which will be based
on 5G.</p>
      <p>This theory is confirmed by practice in other countries, where 5G is actively implemented. The
technology allows you to create a large number of connections - up to a million per square kilometer.
The network provides high reliability and low signal delay. As a result, 5G provides the ability to
provide smart solutions for factories, homes, and city streets.</p>
    </sec>
    <sec id="sec-4">
      <title>3. Background work</title>
      <p>
        Studies have provided evidence of the advantages of using e-Health [
        <xref ref-type="bibr" rid="ref7 ref8 ref9">7, 8, 9</xref>
        ]. The use of e-Health
applications has facilitated the coordination and integration of care among healthcare professionals [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ],
allowing for enhanced opportunities [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ] for digital data sharing, communication, and consultation [
        <xref ref-type="bibr" rid="ref12">12</xref>
        ]
at a distance. This has led to reduced healthcare utilization costs [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ]. In addition, individuals seeking
medical care can now easily overcome the challenges of accessing healthcare [
        <xref ref-type="bibr" rid="ref14">14</xref>
        ]. They can benefit
from better monitoring, continuity of care, and self-management, thanks to e-Health. Additionally,
eHealth has made it more practical for patients to live independently at home.
      </p>
      <p>It is becoming increasingly recognized in both developed and developing countries that e-Health is
a crucial tool for reducing discrimination based on lack of access to information and addressing matters
that affect personal and community health. However, implementing e-Health within or between
institutions requires proper planning, supported by clearly defined policies, rules, and recommendations
at the institutional, jurisdictional, and global levels. Without such policies, problems can arise during
the e-Health planning cycle, leading to failure to achieve desired goals. This can result in an accidental
widening of the gap in health and knowledge levels between different segments of the population,
creating a digital divide and increasing health inequities. In developed countries, insufficient
information about the role of e-medicine in healthcare, a lack of operational and support policies,
unproven cost-effectiveness, and a lack of clinical supporters are the most common obstacles to the
successful implementation of e-medicine plans.</p>
      <p>
        Typically types of electronic medicine, in the literature, a lot of applications are induced, such as, to
be built, even to go for training, the inclusion of additional assistance in the planning and practice for
patients with multiple disabilities [
        <xref ref-type="bibr" rid="ref15">15, 16, 17</xref>
        ]. We have seen choters of categories on the basis of these
basic functions, and for encouraging visitors, and brush to respect the versatility of options in electronic
medical service [18, 19], we have adopted the chronicity of the concept of adaptation to the CC. Help
in the electronic medical service (eCCM) [20]. Type of electronic medical service with ІCT tools [21],
how to get involved in the offensive areas: remote consultation, monitoring, and monitoring; that
municipality; management of health protection and analysis of the data about health [22].
      </p>
    </sec>
    <sec id="sec-5">
      <title>4. Using 5G technologies for healthcare</title>
      <p>The use of 5G technologies can contribute to the development of health care. New-generation
technologies can offer a lot to modern medicine: from higher communication speeds to smart computing
and augmented reality. The fifth-generation network can revolutionize the medical industry [23].
Thanks to advanced communication technology, patients in remote areas who require urgent surgical
care no longer need to travel to clinics or hospitals in larger cities. They can now receive assistance in
local hospitals or clinics, and if necessary, an urgent video call with a specialist can save the patient's
life. These new technologies have also proved useful in the diagnosis and monitoring of patients with
chronic illnesses.</p>
      <p>The pandemic is a new solution that combines 5G with COVID-19, 5G functions for remote
diagnosis and care of coronavirus patients, and non-contact temperature measurement using robots.</p>
      <p>As shown in the example (Fig. 2), the quality of the entire healthcare system can be improved by
implementing digital technologies in all healthcare processes.</p>
      <p>
        The basis of digital medicine is the Medical Information System (MIS), which can quickly and easily
access all medical data about patients, a large amount of relevant medical information, and computer
equipment that allows you to remotely diagnose, consult and care for patients. Such systems can help
remotely perform important parts of clinical work, process online diagnostic data, conduct electronic
medical monitoring of patients, use aggregate data to prevent and prevent disease and respond quickly
and effectively to emergencies. The use of specialized devices that collect and transmit biological and
medical indicators from sensors on patients, along with intelligent machine analysis of this data, has
made clinical and outpatient care more accessible and effective in diagnosing and evaluating
treatments [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ].
      </p>
      <p>Remote medicine is not just an interesting innovation, in many cases, it can be the only salvation.
For example, with the development of fifth-generation networks, sailors, being in the middle of the
ocean, will also be able to receive qualified medical care directly on board [24].</p>
      <p>Today, the speed of service delivery often becomes crucial in choosing a clinic. We do not like to
wait for the afternoon under the doctor's office and are ready to start treatment as soon as the results of
the examination are ready. 5G can help here too. For example, MRI scans are very large files that often
load very slowly. With the fifth generation, the request and receipt of MRI data can occur almost
instantly. As soon as the patient leaves the device, the result of the study will be sent to the doctor and
the patient [25].
4.1.</p>
    </sec>
    <sec id="sec-6">
      <title>Remote consultations</title>
      <p>Eventually, online counseling with a stable connection can increase the percentage of people who
seek medical attention. The transition to 5G technology will allow the instant transmission of huge
amounts of information. High-definition video and augmented reality, remote ultrasound scanning, and
sound technologies improve the quality of transmitted patient information. It now helps to quickly and
accurately assess the patient's condition and the effectiveness of prescribed treatments and can be
diagnosed remotely in the future.</p>
      <p>Because the new network will provide high-speed transmission, doctors can easily and quickly send
images obtained during the biopsy at an average speed of 1 GB per second. This allows colleagues in
different buildings of the hospital complex to quickly review the results of tests and diagnose in the
shortest possible time. Previously, the process took longer because doctors had to move between
buildings to get the results of the examination [26].
4.2.</p>
    </sec>
    <sec id="sec-7">
      <title>Remote surgery</title>
      <p>Low latency and high data rates in 5G networks [26] allow patients to perform full-fledged
operations in other hospitals. With the deployment of 5G networks, doctors will even be able to perform
operations at a distance, connecting to special robotic surgeons. For example, a brain tumor specialist
from New York will be able to perform a complex operation in Beijing from his own office. Instant
communication is critical here.</p>
      <p>In March 2019, China demonstrated to the world scientific community its first remote operation with
the support of a 5G network involving robots [27]. The three-hour surgery was performed at Beijing
General Hospital. The patient suffered from Parkinson's disease and was operated on by Lynn Gippi, a
well-known and experienced neurosurgeon. Lin Zhipi is located in Sanya, 3,000 kilometers from the
capital. (Fig. 3) [28].</p>
      <p>Korean telecommunications giant KT and Samsung Medical Center announced in January 2020 the
launch of official testing of 5G-based IT solutions in healthcare. The companies have introduced to the
public several applications and devices that use the new generation network to work in operating rooms
in real-time, as well as to quickly send images with analysis results [26].</p>
    </sec>
    <sec id="sec-8">
      <title>4.3. Use of virtual and augmented reality (AR-/VR-) technologies in fifthgeneration networks</title>
      <p>The human body is a unique sociobiological system. Even for a specially trained talented doctor
with experience: complex diagnosis, treatment, and surgery are always non-trivial tasks. Augmented
reality systems now provide significant assistance in their work.</p>
      <p>
        By analyzing remote patient data and UHD images, a digital model can be created for physicians to
work with online through connected AR/VR headsets. This innovative model streamlines the process
of diagnosis, predicts potential health issues, investigates their underlying causes, recommends
preventative and treatment measures, and facilitates remote implementation. The incorporation of AR
technology in surgical procedures is particularly advantageous, as it enhances the visualization of
affected tissues, offers operational guidance, and enables real-time evaluation of actions. This not only
minimizes the likelihood of medical mistakes but also expedites the surgeon's work, particularly during
high-pressure interventions where quick decision-making and distinguishing between various tissues
and body parts can be challenging [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ].
      </p>
      <p>
        Medivis (USA), founded by surgeons, radiologists, and engineers, is developing an AR platform for
the preparation and conduct of surgical operations based on traditional diagnostic systems and artificial
intelligence. To receive the 5G service, Verizon is moving the platform to its cloud infrastructure. Based
on the same principles, SentiAR (USA) creates a platform for projecting high-quality 3D images of
internal organs on AR glasses during operations: they are projected on monitors above the operating
table in real-time, providing detailed visualization during the operation. The project is being developed
jointly with Microsoft. The software AR-solution of the medical firm Proprio (USA) also serves the
best preparation of operations: work with AR in it is broadcast at once to several qualified doctors for
online consultations at their carrying out [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ].
      </p>
    </sec>
    <sec id="sec-9">
      <title>5. Impact of 5G networks and electromagnetic fields on human health</title>
      <p>We live in a continuous field of radio waves. This causes people the opposite concern: how harmful
it is to health and how dangerous each new generation of radio communication is.</p>
      <p>There is growing concern among certain individuals that the fifth generation of wireless networks,
known as 5G, poses a risk to public health. This is due to a belief that the level of electromagnetic fields
(EMF) is higher than that of current networks. However, it should be noted that some of these concerns
may be based on misinformation.</p>
      <p>Determining the impact of radio radiation on human health and reducing its effects is in the interests
of many international organizations [29]. Other competent international and national scientific
organizations, equipment manufacturers, national regulators, and telecom operators are also involved
in the research.</p>
      <p>Along with the results, you should be informed about the implementation of the EPC standards. To
change the organization of the organization to implement the EMP standards: "Based on all the options
chosen, there is no short or predetermined inheritance of a negative gene for the health of the RF signal
bases." [30].</p>
      <p>After conducting numerous studies [31], no harmful effects on health have been linked to wireless
technology. Though studies have been conducted across the radio spectrum, only a few have explored
the effects of frequencies used in 5G. As the frequency increases, the energy absorption becomes more
limited to the body surface, such as the skin and eyes, with less penetration into body tissues. As long
as the overall exposure remains below international recommendations, there are no expected effects on
public health. The World Health Organization [32, 33] continues to review the scientific evidence for
potential health risks from 5G as new technology is introduced and more public health data becomes
available.</p>
      <p>The upcoming 5G networks are designed with smaller antennas, which will emit lower levels of
radiation compared to previous networks. This will result in improved quality of service and higher
connection speeds, with many of these antennas resembling Wi-Fi access points. The updated ICNIRP
manual has taken into account all the new features of 5G technology. The Commission (EU) [31] has
adopted the Commission Implementing Regulation (EU) 2020/1070 to define the characteristics of
small-area wireless access points in accordance with Article 57 (2) of Directive (EU) № 2018/1972 of
the European Parliament and of the Council on the implementation of the European Electronic
Communications Code. It is important to note that this regulation does not impose any new EU
restrictions on electromagnetic fields, and existing national or regional regulations [34, 35] must be
followed for wireless access points. Scientific data confirms that 5G networks do not cause an increase
in electromagnetic fields that surpass the EU's allowed limit [36]. Therefore, following all existing
recommendations, the deployment of 5G networks will not negatively impact human health.</p>
    </sec>
    <sec id="sec-10">
      <title>6. Conclusion</title>
      <p>Wireless networks constantly strive to improve their capabilities and keep up with the latest
technological advancements. Prior to the emergence of the fifth-generation network, various
generations of wireless cellular networks had already been developed. The 5G mobile standard is a
necessary investment towards advancing technology and expanding internet access through radio
access. The margin of 5G provides new opportunities for the development of digital technologies, and,
obviously, it will become the basis for the development of medical galusa. It's important to note that
the upcoming fifth-generation technology will play a crucial role in advancing various digital
information and communication services, as well as addressing issues regarding infrastructure and
budget for 5G. With the advent of 5G, mobile communication is no longer a technological advantage,
but a basic need, a key resource of most industries. With the widespread digitalization, and the
introduction of ICT in the main business systems, the latest generation of cellular networks affects all
production processes, industries, and the economy as a whole, changing them rapidly and dramatically.
5G technologies and services are becoming the foundation of digital transformation, infrastructural and
technological basis of new business models, and industry development scenarios.</p>
    </sec>
    <sec id="sec-11">
      <title>7. Acknowledgment</title>
      <p>This work was supported in part by the European Commission under the 5G-PPP project
5GTOURS: SmarT mObility, media and e-Health for toURists and citizenS (H2020-ICT-2018-2020 call,
grant number 856950). The views expressed in this contribution are those of the author and do not
necessarily represent the project.
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