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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">ojmi</journal-id>
      <journal-title-group>
        <journal-title>Open Journal of Medical Imaging</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2164-2796</issn>
      <issn pub-type="ppub">2164-2788</issn>
      <publisher>
        <publisher-name>Scientific Research Publishing</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.4236/ojmi.2026.161005</article-id>
      <article-id pub-id-type="publisher-id">ojmi-149367</article-id>
      <article-categories>
        <subj-group>
          <subject>Article</subject>
        </subj-group>
        <subj-group>
          <subject>Medicine</subject>
          <subject>Healthcare</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Correlation between Ultrasound Findings and Histological Data of Thyroid Nodules at Louga Regional Hospital</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes">
          <contrib-id contrib-id-type="orcid">0000-0002-5235-843X</contrib-id>
          <name name-style="western">
            <surname>Deme</surname>
            <given-names>Hamidou</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Gueye</surname>
            <given-names>Cheikh Ahmadou Bamba</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Mbaye</surname>
            <given-names>Papa Amadou</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Fall</surname>
            <given-names>Muhammad El Bachir</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Ndichout</surname>
            <given-names>Aïcha</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Diasse</surname>
            <given-names>Ibrahima</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Faye</surname>
            <given-names>Ibrahima</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Ba</surname>
            <given-names>Sokhna</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
      </contrib-group>
      <aff id="aff1"><label>1</label> Radiology and Medical Imaging Department, Louga Regional Hospital, Louga, Senegal </aff>
      <aff id="aff2"><label>2</label> Radiology and Medical Imaging Department, Fann National University Hospital, Dakar, Senegal </aff>
      <author-notes>
        <fn fn-type="conflict" id="fn-conflict">
          <p>The authors declare no conflicts of interest regarding the publication of this paper.</p>
        </fn>
      </author-notes>
      <pub-date pub-type="epub">
        <day>31</day>
        <month>12</month>
        <year>2025</year>
      </pub-date>
      <pub-date pub-type="collection">
        <month>12</month>
        <year>2025</year>
      </pub-date>
      <volume>16</volume>
      <issue>01</issue>
      <fpage>32</fpage>
      <lpage>42</lpage>
      <history>
        <date date-type="received">
          <day>16</day>
          <month>12</month>
          <year>2025</year>
        </date>
        <date date-type="accepted">
          <day>31</day>
          <month>01</month>
          <year>2026</year>
        </date>
        <date date-type="published">
          <day>03</day>
          <month>02</month>
          <year>2026</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>© 2026 by the authors and Scientific Research Publishing Inc.</copyright-statement>
        <copyright-year>2026</copyright-year>
        <license license-type="open-access">
          <license-p> This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license ( <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link> ). </license-p>
        </license>
      </permissions>
      <self-uri content-type="doi" xlink:href="https://doi.org/10.4236/ojmi.2026.161005">https://doi.org/10.4236/ojmi.2026.161005</self-uri>
      <abstract>
        <p><bold>Objectives</bold><bold>:</bold> To clarify the role of cervical ultrasound in the investigation and characterization of thyroid nodules and its predictive value for malignancy or benignity by searching for a correlation between ultrasound findings and histology results. <bold>Materials</bold><bold>and</bold><bold>Methods</bold><bold>:</bold> We performed a prospective study of 34 patients who underwent surgery for nodular thyroid disease at the Louga Regional Hospital Centre over a ten-month period, from 1 January 2023 to 31 October 2023. <bold>Results</bold><bold>:</bold> There were 33 women and 1 man, giving a sex ratio of 0.03. The average age of patients was 42.35 years. Thyroid nodules were discovered in 94.1% of cases due to anterior cervical swelling. A family history of thyroid goiter was noted in 23.5% of patients, and 20.6% of patients had thyroid hyperfunction. On ultrasound, 52.9% of nodules were solitary and 47.1% were part of a multinodular goiter. The nodules were bilobar in 41.2% of cases, with an average size of 26.2 mm. The nodules were solid in 52.9% of cases, mixed in 41.2% and spongiform in 5.9%. The form was oval for 33 nodules (97.1%) and non-oval for 1 nodule (2.9%); 5.9% of nodules had irregular borders. In terms of echogenicity, 17.6% of nodules were hyperechoic, 50% were isoechoic, 20.6% were mildly hypoechoic, 5.9% were severely hypoechoic and 5.9% were anechoic. Microcalcifications were found in 5.9% of cases. The nodules were classed as EU-TIRADS 2 in 5.88% of cases, EU-TIRADS 3 in 64.71%, EU-TIRADS 4 in 20.59% and EU-TIRADS 5 in 8.82% of cases. On histology, 17.6% of nodules were malignant. The risk of malignancy was 0% for score 2, 4.5% for score 3, 28.6% for score 4 and 100% for score 5. The risk of malignancy was associated with nodule size, non-oval shape, irregular contours, hypoechoic appearance and the presence of microcalcifications. <bold>Conclusion</bold><bold>:</bold> Pertinent ultrasound analysis remains highly useful in the pre-surgical identification of factors predictive of malignancy in thyroid nodules.</p>
      </abstract>
      <kwd-group kwd-group-type="author-generated" xml:lang="en">
        <kwd>Thyroid Nodule</kwd>
        <kwd>Ultrasound</kwd>
        <kwd>Histology</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>1. Introduction</title>
      <p>A nodule is defined as any localized enlargement of the thyroid gland [<xref ref-type="bibr" rid="B1">1</xref>]. Its frequency is 4% to 7% for palpable nodules and 30% to 50% for nodules discovered by ultrasound [<xref ref-type="bibr" rid="B2">2</xref>].</p>
      <p>The discovery of a thyroid nodule raises the question of whether it may be cancerous. The advent of fine needle aspiration cytology has greatly helped to resolve this issue. This test is now considered the most effective way of distinguishing between benign and malignant nodules [<xref ref-type="bibr" rid="B3">3</xref>][<xref ref-type="bibr" rid="B4">4</xref>]. In some medical facilities, however, fine needle aspiration is not available. Clinicians must then rely on a range of clinical and paraclinical arguments to make the best possible diagnosis if they want to avoid unnecessary and costly interventions.</p>
      <p>The aim of this study was to demonstrate the role of cervical ultrasound in the investigation and characterization of thyroid nodules and its predictive value in determining malignancy or benignity by searching for a correlation between ultrasound findings and definitive pathological results.</p>
      <p>The specific objectives were to:</p>
      <p>• Describe the ultrasound features of thyroid nodules;</p>
      <p>• Perform EU-TIRADS classification;</p>
      <p>• Compare EU-TIRADS classification with histological data.</p>
    </sec>
    <sec id="sec2">
      <title>2. Materials and Methods</title>
      <p>We conducted a prospective descriptive and analytical study over a ten-month period, from 1 January 2023 to 31 October 2023, in the medical imaging and otorhinolaryngology departments of the Louga Regional Hospital Center.</p>
      <p>All patients monitored for a solitary thyroid nodule or within a multinodular goiter, who underwent cervical ultrasound and thyroidectomy (total or partial) during the study period with an available pathological examination result, were included.</p>
      <p>The ultrasounds were performed using a Siemens Acuson NX3 Elite machine with a 12 MHz superficial probe for B-mode thyroid examination with color Doppler coupling. We described the ultrasound features of the thyroid nodules, then established the EU-TIRADS classification [<xref ref-type="bibr" rid="B5">5</xref>] and finally compared the EU-TIRADS class with the histological data. For patients with heteromultinodular goiter, we considered the nodule with the highest EU-TIRADS score.</p>
      <p>The data was entered and sorted using Excel 2019 software and analyzed using SPSS 29, enabling us to correlate the ultrasound and histological characteristics of each nodule examined based on the data collected. We performed a chi-square test with a significance level of 5%.</p>
    </sec>
    <sec id="sec3">
      <title>3. Results</title>
      <sec id="sec3dot1">
        <title>3.1. Epidemiological, Clinical and Hormonal Data</title>
        <p>We collected data from 34 patients. These included 33 women (97.1%) and 1 man (2.9%), giving a sex ratio of 0.03. The average age was 42.35 years, ranging from 18 to 70 years (<xref ref-type="fig" rid="fig1">Figure 1</xref>) with a standard deviation of 14.55.</p>
        <fig id="fig1">
          <label>Figure 1</label>
          <graphic xlink:href="https://html.scirp.org/file/2060525-rId17.jpeg?20260203023614" />
        </fig>
        <p>Figure 1. Distribution of patients by age groups.</p>
        <p>Thyroid nodules were discovered in 94.1% of cases presenting with anterior cervical swelling, in 2.9% of cases presenting with exophthalmos, and incidentally in 2.9% of cases. A family history of goiter was found in 23.5% of patients, thyroid surgery in 5.9% of cases, 47.1% of patients had no particular history, and 23.5% were being monitored for other conditions (11.8% for gastroesophageal reflux and 8.8% for diabetes). No patients had a history of cervical irradiation during childhood. 79.4% of patients were euthyroid and 20.6% were hyperthyroid.</p>
      </sec>
      <sec id="sec3dot2">
        <title>3.2. Ultrasound Data</title>
        <p>The ultrasound examination detected multiple thyroid nodules in 47.1% of cases and a solitary nodule in 52.9% of cases. The location of the thyroid nodule examined was bilobar in 41.2% of cases.</p>
        <p>For patients with multiple nodules, we considered the most significant nodule. </p>
        <p>The average size of the nodules was 26.2 mm in length. The shape was oval for 33 nodules (97.1%) and non-oval for 1 nodule (2.9%). The borders of the nodules were regular (<xref ref-type="fig" rid="fig2">Figure 2</xref>) in 32 cases (94.1%) and irregular in 2 cases (5.9%).</p>
        <p>The nodules were solid in 52.9% of cases, mixed in 41.2% (<xref ref-type="fig" rid="fig3">Figure 3</xref>) and sponge-like in 5.9%. </p>
        <p>In terms of echogenicity, 17.6% of nodules were hyperechoic (<xref ref-type="fig" rid="fig4">Figure 4</xref>); 50% were isoechoic; 20.6% were moderately hypoechoic (<xref ref-type="fig" rid="fig5">Figure 5</xref>); 5.9% were severely hypoechoic; and 5.9% were anechoic.</p>
        <fig id="fig2">
          <label>Figure 2</label>
          <graphic xlink:href="https://html.scirp.org/file/2060525-rId18.jpeg?20260203023615" />
        </fig>
        <p>Figure 2. Longitudinal section showing an oval-shaped thyroid nodule with regular contours.</p>
        <fig id="fig3">
          <label>Figure 3</label>
          <graphic xlink:href="https://html.scirp.org/file/2060525-rId19.jpeg?20260203023615" />
        </fig>
        <p>Figure 3. Axial and longitudinal section of a mixed thyroid nodule with tissue and cystic components.</p>
        <fig id="fig4">
          <label>Figure 4</label>
          <graphic xlink:href="https://html.scirp.org/file/2060525-rId20.jpeg?20260203023615" />
        </fig>
        <p>Figure 4. Axial sections showing straight, hyperechoic thyroid nodules.</p>
        <fig id="fig5">
          <label>Figure 5</label>
          <graphic xlink:href="https://html.scirp.org/file/2060525-rId21.jpeg?20260203023615" />
        </fig>
        <p>Figure 5. Axial section showing a thyroid nodule with a mildly hypoechoic area.</p>
        <p>Calcifications were absent in 88.2% of cases, 5.9% of nodules had microcalcifications (<xref ref-type="fig" rid="fig6">Figure 6</xref>) and 5.9% had macrocalcifications (<xref ref-type="fig" rid="fig7">Figure 7</xref>). No cervical lymphadenopathy was found in our patients.</p>
        <p>Following ultrasound examination, the thyroid nodules were classified according to the EU-TIRADS system (<xref ref-type="fig" rid="fig8">Figure 8</xref>).</p>
        <p>Of the 34 thyroid nodules removed during surgery, the final histological examination revealed 28 benign nodules (82.4%) with 24 patients having benign follicular lesions and 4 patients having benign cystic lesions, and 6 malignant nodules (17.6%), including 5 papillary carcinomas and 1 oncocytic carcinoma.</p>
        <p>A comparison of histological and ultrasound data showed that there was a highly significant statistical relationship between the EU-TIRADS score and the risk of thyroid cancer (p &lt; 0.001) (<xref ref-type="fig" rid="fig9">Figure 9</xref>).</p>
        <fig id="fig6">
          <label>Figure 6</label>
          <graphic xlink:href="https://html.scirp.org/file/2060525-rId22.jpeg?20260203023615" />
        </fig>
        <p>Figure 6. Axial section showing a thyroid nodule with central microcalcifications (red arrows).</p>
        <fig id="fig7">
          <label>Figure 7</label>
          <graphic xlink:href="https://html.scirp.org/file/2060525-rId23.jpeg?20260203023615" />
        </fig>
        <p>Figure 7. Thyroid nodule showing peripheral macrocalcification in an eggshell pattern (orange arrows).</p>
        <fig id="fig8">
          <label>Figure 8</label>
          <graphic xlink:href="https://html.scirp.org/file/2060525-rId24.jpeg?20260203023615" />
        </fig>
        <p>Figure 8. Classification of nodules according to the EU-TIRADS score.</p>
        <fig id="fig9">
          <label>Figure 9</label>
          <graphic xlink:href="https://html.scirp.org/file/2060525-rId25.jpeg?20260203023615" />
        </fig>
        <p>Figure 9. Histology of patients according to EU-TIRADS score.</p>
        <p>Comparison of histological, ultrasound and epidemiological data showed that the percentage of malignancy increased with age (p = 0.02). It was 66.7% in the over-60 age group. The risk of malignancy was almost identical for solitary nodules and multinodular thyroid goiter (18.8% vs. 16.7%) (p = 0.87). There was no statistical relationship between the location of the nodule and malignancy (p = 0.19). The suspicion of malignancy was higher for nodules smaller than 30 mm (p = 0.03), for non-oval-shaped nodules (p = 0.03) and for nodules with irregular contours (p = 0.002). A highly hypoechoic character had a statistically significant relationship with the prediction of cancer (p = 0.02). The presence of macrocalcifications suggested benignity, while the presence of microcalcifications suggested malignancy (p = 0.006).</p>
      </sec>
    </sec>
    <sec id="sec4">
      <title>4. Discussion</title>
      <p>The average age of patients in our study was 42.35 years, ranging from 18 to 70 years. The frequency of thyroid nodules increases with age. This has been clearly demonstrated by Mortensen <italic>et al</italic>.’s assessments [<xref ref-type="bibr" rid="B6">6</xref>]. In our study, the percentage of malignancy increased with age (p = 0.02) and was 66.7% in the over-60 age group. This was also the case in a Moroccan study by Abousaad [<xref ref-type="bibr" rid="B7">7</xref>]. In the latter study, the malignancy rate in patients over 60 years of age was 57.1%. Extreme ages have a higher risk of malignancy in the literature [<xref ref-type="bibr" rid="B8">8</xref>]-[<xref ref-type="bibr" rid="B10">10</xref>]. According to Belfior <italic>et al</italic>. [<xref ref-type="bibr" rid="B11">11</xref>], this risk is around 50% after 60 years of age.</p>
      <p>In our study, there was a predominance of females with a sex ratio of 0.03. According to Mazzaferri <italic>et al</italic>. [<xref ref-type="bibr" rid="B12">12</xref>], females are more represented than males, with a ratio of 3 females to 1 male, thus demonstrating the role played by the presence of sex steroid receptors in follicular cells.</p>
      <p>Multinodular thyroid goiter was for a long time considered “benign” compared to solitary nodules [<xref ref-type="bibr" rid="B13">13</xref>]-[<xref ref-type="bibr" rid="B15">15</xref>]. This notion has been revised by several authors who found that the risk of malignancy was identical for both groups [<xref ref-type="bibr" rid="B16">16</xref>]. In our series, this risk was almost identical for solitary nodules and multinodular thyroid goiter (18.8% vs. 16.7%).</p>
      <p>The average size of nodules in our series was 26.2 mm in length. These results are comparable to those found in Diourbel (Senegal) [<xref ref-type="bibr" rid="B17">17</xref>], with an average size of 28 mm, and those of Abousaad [<xref ref-type="bibr" rid="B7">7</xref>], who found 24 mm. Some authors [<xref ref-type="bibr" rid="B18">18</xref>][<xref ref-type="bibr" rid="B19">19</xref>] find that a size greater than 4 cm is highly suspicious, while others disagree with this notion [<xref ref-type="bibr" rid="B20">20</xref>][<xref ref-type="bibr" rid="B21">21</xref>]. In Sfar <italic>et al</italic>.’s study [<xref ref-type="bibr" rid="B22">22</xref>], nodules larger than two centimeters were cancerous with a statistically significant relationship (p = 0.001) and, according to Zhao <italic>e</italic><italic>t al</italic>.’s study [<xref ref-type="bibr" rid="B23">23</xref>], smaller nodules are associated with an increased risk of cancer (with p &lt; 0.01), which is consistent with our study, where the suspicion of malignancy was higher for nodules smaller than 30 mm (p = 0.03).</p>
      <p>The orientation of the nodule is a predictive criterion for malignancy, and a non-oval nodule is one of the five strong signs of suspected malignancy [<xref ref-type="bibr" rid="B5">5</xref>]. In our study, the malignancy rate of non-oval nodules was 100% with a statistically significant relationship (p = 0.03). This is also consistent with the results of the Moroccan study by Azal [<xref ref-type="bibr" rid="B24">24</xref>], which found a significant correlation (p = 0.0001). The contours of the nodules are also important. Indistinct and/or irregular contours are arguments in favour of malignancy. In our study, irregular contours were found in 5.9% of nodules and were malignant in 100% of cases, with a statistically significant relationship (p = 0.002). This is the case in the studies by Abousaad [<xref ref-type="bibr" rid="B7">7</xref>] and Bouaity <italic>et</italic><italic>al</italic>. [<xref ref-type="bibr" rid="B25">25</xref>], with respective malignancy rates of 80.6% and 75.8%. In several studies, such as that by Azizi <italic>et al</italic>. [<xref ref-type="bibr" rid="B26">26</xref>], irregular contours had a statistically significant relationship in predicting cancer (p = 0.001), as was the case for Sfar <italic>et al</italic>. [<xref ref-type="bibr" rid="B22">22</xref>] (p = 0.01) and Ríos <italic>et al</italic>. [<xref ref-type="bibr" rid="B27">27</xref>] (p = 0.0001).</p>
      <p>The echogenicity of thyroid nodules is important to consider. Nodules can be anechoic, hyperechoic, isoechoic, or hypoechoic [<xref ref-type="bibr" rid="B28">28</xref>]. Hyperechoic nodules are rarely malignant (1.3% to 4%) [<xref ref-type="bibr" rid="B29">29</xref>]. Hypoechoic nodules are more than half the time cancerous. This is the most common form of thyroid cancer. With regard to the echogenicity of nodules, our series is consistent with those of Azal [<xref ref-type="bibr" rid="B24">24</xref>] and Abousaad [<xref ref-type="bibr" rid="B7">7</xref>].</p>
      <p>Calcifications are frequently found. Their presence increases the risk of cancer by a factor of 2.5, which could reach 75% for solitary nodules [<xref ref-type="bibr" rid="B30">30</xref>]. In the series by El korbi <italic>et al</italic>. [<xref ref-type="bibr" rid="B31">31</xref>], malignant nodules contained microcalcifications with a statistically significant relationship with cancer prediction (p = 0.02), as in the studies by Hasnaoui <italic>et</italic><italic>al</italic>. [<xref ref-type="bibr" rid="B32">32</xref>] (p &lt; 0.01) and Abousaad [<xref ref-type="bibr" rid="B7">7</xref>] (p = 0.0001). This is consistent with the results of our series, where microcalcifications had a statistically significant relationship with cancer prediction (p = 0.006).</p>
      <p>The EU-TIRADS score of the European Thyroid Association [<xref ref-type="bibr" rid="B5">5</xref>] is a 4-point score (from 2 to 5). Each score corresponds to a risk of cancer. The score is based on four highly suspicious signs: high hypoechogenicity, micro-lobulated or spiculated contours, disharmonious shape, and microcalcifications. A single sign is sufficient to classify the nodule as score 5. The results of our study are broadly consistent with this system, as are those of Azal [<xref ref-type="bibr" rid="B24">24</xref>] (<bold>Table 1</bold>).</p>
      <p>Table 1. Percentage of malignancy according to the EU-TIRADS classification based on studies.</p>
      <table-wrap id="tbl1">
        <label>Table 1</label>
        <table>
          <tbody>
            <tr>
              <td colspan="2">
                <bold>EU-TIRADS</bold>
                <bold>score</bold>
              </td>
              <td>
                <bold>Azal</bold>
                [
                <xref ref-type="bibr" rid="B24">24</xref>
                ]
                <bold>(Maroc)</bold>
              </td>
              <td>
                <bold>EU-TIRADS</bold>
                [
                <xref ref-type="bibr" rid="B5">5</xref>
                ]
              </td>
              <td>
                <bold>Our</bold>
                <bold>study</bold>
              </td>
            </tr>
            <tr>
              <td rowspan="2">
                <bold>2</bold>
              </td>
              <td>Frequency</td>
              <td>7.75%</td>
              <td>5%</td>
              <td>5.88%</td>
            </tr>
            <tr>
              <td>
                <bold>Malignancy</bold>
              </td>
              <td>
                <bold>0%</bold>
              </td>
              <td>
                <bold>⋍</bold>
                <bold>0%</bold>
              </td>
              <td>
                <bold>0%</bold>
              </td>
            </tr>
            <tr>
              <td rowspan="2">
                <bold>3</bold>
              </td>
              <td>Frequency</td>
              <td>53.44%</td>
              <td>63%</td>
              <td>64.71%</td>
            </tr>
            <tr>
              <td>
                <bold>Malignancy</bold>
              </td>
              <td>
                <bold>7.69%</bold>
              </td>
              <td>
                <bold>2</bold>
                <bold>%</bold>
                <bold>-</bold>
                <bold>4%</bold>
              </td>
              <td>
                <bold>4.5%</bold>
              </td>
            </tr>
            <tr>
              <td rowspan="2">
                <bold>4</bold>
              </td>
              <td>Frequency</td>
              <td>29.3%</td>
              <td>27%</td>
              <td>20.59%</td>
            </tr>
            <tr>
              <td>
                <bold>Malignancy</bold>
              </td>
              <td>
                <bold>15.38%</bold>
              </td>
              <td>
                <bold>6</bold>
                <bold>%</bold>
                <bold>-</bold>
                <bold>17%</bold>
              </td>
              <td>
                <bold>28.6%</bold>
              </td>
            </tr>
            <tr>
              <td rowspan="2">
                <bold>5</bold>
              </td>
              <td>Frequency</td>
              <td>9.48%</td>
              <td>5%</td>
              <td>8.82%</td>
            </tr>
            <tr>
              <td>
                <bold>Malignancy</bold>
              </td>
              <td>
                <bold>76.92%</bold>
              </td>
              <td>
                <bold>26</bold>
                <bold>%</bold>
                <bold>-</bold>
                <bold>87%</bold>
              </td>
              <td>
                <bold>100%</bold>
              </td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p>The main limitation of our study remains the small sample size (n = 34).</p>
    </sec>
    <sec id="sec5">
      <title>5. Conclusion</title>
      <p>The comparison of ultrasound and histological data in our study has enabled us to objectively identify the following criteria for malignancy in thyroid nodules: size, non-oval shape, irregular contours, hypoechoic appearance, and the presence of microcalcifications. A pertinent ultrasound analysis remains highly useful in the pre-surgical identification of factors predictive of malignancy in a thyroid nodule, supplemented by ultrasound-guided fine needle aspiration, which remains, however, rarely available in routine practice.</p>
    </sec>
  </body>
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