<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Archiving and Interchange DTD v1.0 20120330//EN" "JATS-archivearticle1.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Methodology for the Registration of Images and their Inclusion in Medica Image Management Systems, Based on the DICOM Protocol</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Wilver Auccahuasi</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Luis Gordillo-Huamanchumo</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Kitty Urbano</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Oscar Linares</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Karin Rojas</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Yoni Nicolas-Rojas</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Julio Garcia-Rodriguez</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Jorge Inche-Mitma</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Martin Campos- Martinez</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Humberto Quispe-Peña</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Julia Sobrino-Mesias</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Sandro Olaya Cotera</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Manuel Narro-Andrade</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Freddy Huamani- Arredondo</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Universidad Privada del Norte</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Universidad César Vallejo</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Universidad Científica del Sur</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Universidad Continental</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Huancayo</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Universidad Tecnológica del Perú</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Escuela superior la Pontificia</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Ayacucho</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Universidad Privada Peruano Alemana</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Universidad Nacional Mayor de San Marcos</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Universidad Autónoma de Ica</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Universidad San Ignacio de Loyola</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Universidad Nacional Federico Villarreal</string-name>
        </contrib>
      </contrib-group>
      <fpage>29</fpage>
      <lpage>34</lpage>
      <abstract>
        <p>Nowadays, information is being generated that can be considered as necessary for a medical evaluation, in this sense, it is necessary that this information can be registered in the different information systems that are used in the medical environment; In this work, we describe a method to convert images in conventional format such as PNG, BMP, JPG, among others, to the DICOM format, which is the standard format for the use and manipulation of medical images for use in medical imaging, to demonstrate the method we use the Matlab programming language as a programming tool, the results show that the images generated can be stored in PACS systems, which can be integrated into computer systems for clinical use. We conclude that the method can be scalable to different types of images that can be exploited in the medical field.</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;Medical image</kwd>
        <kwd>protocol</kwd>
        <kwd>DICOM</kwd>
        <kwd>Protocol and processing</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>
        Currently, technological progress is causing the generation of information, the health area is no
exception, where applications are developed that record signals and images, in a review of the state of
the art, we find works where applications are developed related to the registration of vaccines for
different types of diseases as is the case of those dedicated to the pandemic by Covid-19 [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. Also in
the care of children there are vaccination programs, in most countries, in order to control these processes
there are applications where they are responsible for controlling the children who access vaccination
programs [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ].
      </p>
      <p>
        When developing devices for recording medical signals, one of the main functions is that which is
responsible for sending the signals, its proper use and application ensures the integrity of the signal
[
        <xref ref-type="bibr" rid="ref3">3</xref>
        ]. If it is desired that the devices can be integrated with the various computer systems that are running
in health centers, the use of interfaces related to interoperability for communication between devices
and computer systems is resorted to [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ]. These new solutions are also dedicated to the use in hospital
centers, with the intention of being able to monitor hospitalized patients, who are under the care of
nurses, these solutions are based on IoT-based technologies [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ]. In the use and exploitation of medical
images, they are dedicated to the design of algorithms for the search of disease gap patternsin images
[
        <xref ref-type="bibr" rid="ref6">6</xref>
        ].
      </p>
      <p>
        In the exploitation of images, we find uses dedicated to explore land cover, as is the case of satellite
images, which also have their own formats where they join scene information with location information,
measured by longitude and latitude measurements [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ]. This registration is done through satellite images
of different modalities such as panchromatic and multi-spectral, all of them worked from hardware
platforms such as GPUs [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ].
      </p>
      <p>
        In the analysis of solutions for the health sector, we must be very careful in the regulations governing
the development and implementation of medical devices, in order to reach commercial usesand clinical
application, one of the mechanisms that ensures the integrity of the equipment and to ensure the
protection of the patient in situations of unforeseen electrical discharges, are contemplated in the
electrical compatibility tests through the IEC-60601 standard [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ]. In this way, if we wish to dedicate
ourselves exclusively to the analysis of the signals apart from the hardware design, we find the
weareable devices where they present safe designs and leave open the possibilities of the development
of software-based applications to analyze and characterize the recorded signals [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ].
      </p>
      <p>In the present work, we developed a methodology to be able to record images of different types and
to be able to take them to a situation of a possible medical image, by converting commercial formats to
the DICOM format, which is the most used in computer systems dedicated to the management of
medical images, with the conversion of these formats, we can store the images in medical image servers
known as PACS.</p>
    </sec>
    <sec id="sec-2">
      <title>2. Materials and Methods</title>
      <p>The materials and methods are described in the form of a block diagram, which describes the
procedures necessary to convert images that are in commercial formats such as PNG, BMP, JPG among
the main ones, can be transformed into images in medical format such as DICOM, then presents the
procedures for conversion and can be stored in medical image management systems, suchas PACS
systems.</p>
    </sec>
    <sec id="sec-3">
      <title>3. Description of Medical Image Management Issues</title>
      <p>The problem that we can describe is related to the information that is originating today, related to
the exploitation and use of digital devices that record images and videos, such as those that can record
images that correspond to the eyes, such as equipment that evaluate the fundus of the eye, thermal
cameras, optical cameras that can record any part of the human body, among others. These generated
images need to be registered in the systems that manage medical images, but this registration cannot be
performed, because the new images are not in the DICOM format, which is used as standard in the
management of medical images, which provide the functionality to be stored in PACS systems, so
that they can be shared and displayed in hospital management systems. Since these new images
cannot be stored, most of them are lost. The presented method can be used to transform the images
that are in commercial format into DICOM format, so that they can be stored in PACS systems.</p>
    </sec>
    <sec id="sec-4">
      <title>3.1. Description of the Proposal</title>
      <p>The proposed method starts with the identification of the image to be stored. In our case, the image
is a fundus image, which is required to be stored in PACS systems.</p>
      <p>Image 3, shows the programming lines in Matlab, where the image is read in PNG format, we store
it in the variable "eye_background", after having created the matrix corresponding to the eye fundus
image, the next procedure is to create the DICOM image, for which we resort to the function
"dicomwrite", which converts the vector where the medical image is stored, in a format with extension.
dcm, which identifies the medical images, to complement this conversion, the creation function needs
a file with the Metadata of the image, the structure of the metadata is described in image 4.</p>
      <p>In Figure 4, we present the format of the metadata structure, this information is necessary to
complete the requirements of the DICOM format, the information contained in the metadata, are part
of the characteristics of the generated image, processes and equipment data among others,these
data help the search processes that are installed in PACS systems, the creation of the data structure
for metadata, can be done manually or automatically, depending on the management of a
programming language that can be programmed and complete these necessary data.</p>
    </sec>
    <sec id="sec-5">
      <title>3.2. Mode of Use</title>
      <p>The mode of use of the DICOM images generated with the method can be used in different ways,
we can indicate that they can be entered to the PACS systems, so that they can be accessed from the
workstations dedicated to the visualization and diagnosis of the medical images, we can also visualize
them by means of the programs that have the properties of reading DICOM type files. We can also
exploit the new images in tele-diagnosis, by means of which the image can be shared and the personnel
in charge of image analysis can perform the aforementioned operations, causing otherimage
modalities to be entered into the PACS systems.</p>
      <p>In image 6, we can visualize the interface of the "ImageJ" program, which is one of the most used
applications for the visualization of images in DICOM format.</p>
      <p>Image 7 shows the image in DICOM format generated and visualized by means of the "ImageJ"
application.</p>
    </sec>
    <sec id="sec-6">
      <title>4. Results</title>
      <p>The results that we present are related to the description of the method, to be able to transform an
image in commercial format into a format characteristic of the medical area, which is the DICOM
format, the conversion was demonstrated using a function that is installed by default in the Matlab
development environment. The function used is "dicomwrite", so that it can be used without problems
and be compatible with other applications, we must create a file containing the metadata that has
information of the registry, the equipment, the image capture, among others. The results showed that
the images generated are compatible with those generated by the medical equipment itself. We can
use other development environments, with the only recommendation being that they may have some
verification mechanism, which in our case was performed with the "ImageJ" application.</p>
    </sec>
    <sec id="sec-7">
      <title>5. Conclusion</title>
      <p>The conclusions we reached at the end of this work, is related to the use of technology, which can
be used in real environments, as is the case of medical, we resort to the use of image format conversion
mechanism, so that we can have new modalities of images in DICOM format; we recommend working
with different programming languages, with the difference that it must have a library for working with
medical images, mainly the function of saving images in DICOM format.
These new images can be entered into the databases for storage and use by the different offices of the
health center, and can also be used in local mode with the various programs related to the visualization
of medical images in DICOM format, as well as being able to be sent to other professionals for analysis
and diagnosis.</p>
    </sec>
    <sec id="sec-8">
      <title>6. References</title>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          [1]
          <string-name>
            <surname>Auccahuasi</surname>
            ,
            <given-names>W.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Herrera</surname>
            ,
            <given-names>L.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Rojas</surname>
            ,
            <given-names>K.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Martinez</surname>
            ,
            <given-names>H. C.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Ponce</surname>
            ,
            <given-names>E. L.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Sotomayor</surname>
            ,
            <given-names>D. Y.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Salazar</surname>
            ,
            <given-names>J. L. H.</given-names>
          </string-name>
          (
          <year>2022</year>
          ,
          <article-title>August)</article-title>
          .
          <article-title>Method for registration of vaccines for covid 19, through nfc technology</article-title>
          .
          <source>In Journal of Physics: Conference Series</source>
          (Vol.
          <volume>2318</volume>
          , No.
          <volume>1</volume>
          , p.
          <fpage>012030</fpage>
          ). IOP Publishing.
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          [2]
          <string-name>
            <surname>Alvarez</surname>
            ,
            <given-names>M. S. C.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Ponce</surname>
            ,
            <given-names>E. A. L.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Auccahuasi</surname>
            ,
            <given-names>W.</given-names>
          </string-name>
          (
          <year>2022</year>
          ,
          <article-title>August)</article-title>
          .
          <article-title>Design of a mobile application for the vaccination registry of children under 5 years</article-title>
          .
          <source>In Journal of Physics: Conference Series</source>
          (Vol.
          <volume>2318</volume>
          , No.
          <volume>1</volume>
          , p.
          <fpage>012016</fpage>
          ). IOP Publishing.
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          [3]
          <string-name>
            <given-names>Rojas</given-names>
            <surname>Romero</surname>
          </string-name>
          ,
          <string-name>
            <given-names>K. C.</given-names>
            ,
            <surname>Auccahuasi</surname>
          </string-name>
          ,
          <string-name>
            <given-names>W.</given-names>
            ,
            <surname>Herrera</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L.</given-names>
            ,
            <surname>Urbano</surname>
          </string-name>
          ,
          <string-name>
            <given-names>K.</given-names>
            ,
            <surname>Flores</surname>
          </string-name>
          ,
          <string-name>
            <given-names>E.</given-names>
            ,
            <surname>Flores</surname>
          </string-name>
          <string-name>
            <surname>Peña</surname>
          </string-name>
          ,
          <string-name>
            <given-names>P.</given-names>
            , ... &amp;
            <surname>Sernaque</surname>
          </string-name>
          ,
          <string-name>
            <surname>F.</surname>
          </string-name>
          (
          <year>2022</year>
          ).
          <article-title>Methodology for information security, in the process of sending biomedical signals in telemedicine applications for rural areas</article-title>
          .
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          [4]
          <string-name>
            <surname>Herrera</surname>
            ,
            <given-names>L.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Ovalle</surname>
            ,
            <given-names>C.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Urbanoc</surname>
            ,
            <given-names>K.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Bernardo</surname>
            ,
            <given-names>G.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Pereze</surname>
            ,
            <given-names>I.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Farfan</surname>
            ,
            <given-names>A.</given-names>
          </string-name>
          , ... &amp;
          <string-name>
            <surname>Auccahuasi</surname>
            ,
            <given-names>W.</given-names>
          </string-name>
          (
          <year>2021</year>
          ).
          <article-title>Methodology for the Implementation of an interoperability protocol between RFID-NFC, applied to the registration of vaccines for COVID-19.</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          [5]
          <string-name>
            <surname>Auccahuasi</surname>
            ,
            <given-names>W.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Ovalle</surname>
            ,
            <given-names>C.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Ayvar</surname>
            ,
            <given-names>Z.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Aybar</surname>
            ,
            <given-names>J.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Quispe</surname>
            ,
            <given-names>R.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Farfan</surname>
            ,
            <given-names>A.</given-names>
          </string-name>
          , ... &amp;
          <string-name>
            <surname>Lovera</surname>
            ,
            <given-names>D.</given-names>
          </string-name>
          (
          <year>2021</year>
          ).
          <article-title>Low-cost system for the management of hospital services, applied to hospitalized patients through the use of IoT technology</article-title>
          .
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          [6]
          <string-name>
            <surname>Auccahuasi</surname>
            ,
            <given-names>W.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Flores</surname>
            ,
            <given-names>E.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Sernaque</surname>
            ,
            <given-names>F.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Cueva</surname>
            ,
            <given-names>J.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Diaz</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Oré</surname>
            ,
            <given-names>E.</given-names>
          </string-name>
          (
          <year>2020</year>
          ).
          <article-title>Recognition of hard exudates using Deep Learning</article-title>
          .
          <source>Procedia Computer Science</source>
          ,
          <volume>167</volume>
          ,
          <fpage>2343</fpage>
          -
          <lpage>2353</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          [7]
          <string-name>
            <surname>Auccahuasi</surname>
            ,
            <given-names>W.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Castro</surname>
            ,
            <given-names>P.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Flores</surname>
            ,
            <given-names>E.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Sernaque</surname>
            ,
            <given-names>F.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Garzon</surname>
            ,
            <given-names>A.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Oré</surname>
            ,
            <given-names>E.</given-names>
          </string-name>
          (
          <year>2020</year>
          ).
          <article-title>Processing of fused optical satellite images through parallel processing techniques in multi GPU</article-title>
          .
          <source>Procedia Computer Science</source>
          ,
          <volume>167</volume>
          ,
          <fpage>2545</fpage>
          -
          <lpage>2553</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          [8]
          <string-name>
            <surname>Santiago</surname>
            ,
            <given-names>G. B.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Aiquipa</surname>
            ,
            <given-names>W. A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Santiago</surname>
            ,
            <given-names>M. B.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Fuentes</surname>
            ,
            <given-names>A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Orbegozo</surname>
            ,
            <given-names>C. V.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Saavedra</surname>
            ,
            <given-names>D. M.</given-names>
          </string-name>
          , ... &amp;
          <string-name>
            <surname>Masias</surname>
            ,
            <given-names>E. F.</given-names>
          </string-name>
          (
          <year>2019</year>
          , November).
          <article-title>Electromagnetic compatibility tests and informed consent, in the development of research on biomedical equipment design</article-title>
          .
          <source>In Proceedings of the 5th International Conference on Communication and Information Processing</source>
          (pp.
          <fpage>134</fpage>
          -
          <lpage>138</lpage>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          [9]
          <string-name>
            <surname>Auccahuasi</surname>
            ,
            <given-names>W.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Rojas</surname>
            ,
            <given-names>G.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Auccahuasi</surname>
            ,
            <given-names>A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Flores</surname>
            ,
            <given-names>E.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Castro</surname>
            ,
            <given-names>P.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Sernaque</surname>
            ,
            <given-names>F.</given-names>
          </string-name>
          , ... &amp;
          <string-name>
            <surname>Moggiano</surname>
            ,
            <given-names>N.</given-names>
          </string-name>
          (
          <year>2019</year>
          ,
          <article-title>November)</article-title>
          .
          <article-title>Analysis of a mechanism to evaluate upper limb muscle activity based on surface electromyography using the MYO-EMG device</article-title>
          .
          <source>In Proceedings of the 5th International Conference on Communication and Information</source>
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          [10]
          <string-name>
            <surname>Aiquipa</surname>
            ,
            <given-names>W. A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>del Carpio</surname>
            ,
            <given-names>J.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Garcia</surname>
            ,
            <given-names>J.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Benites</surname>
            ,
            <given-names>R.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Grados</surname>
            ,
            <given-names>J.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Flores</surname>
            ,
            <given-names>E.</given-names>
          </string-name>
          (
          <year>2019</year>
          ,
          <article-title>October)</article-title>
          .
          <source>Analysis of High Resolution Panchromatic Satellite Images, Based on GPGPU Programming</source>
          .
          <source>In Proceedings of the 2019 2nd International Conference on Sensors, Signal and Image Processing</source>
          (pp.
          <fpage>45</fpage>
          -
          <lpage>48</lpage>
          ).
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>