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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">ce</journal-id>
      <journal-title-group>
        <journal-title>Creative Education</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2151-4771</issn>
      <issn pub-type="ppub">2151-4755</issn>
      <publisher>
        <publisher-name>Scientific Research Publishing</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.4236/ce.2026.176055</article-id>
      <article-id pub-id-type="publisher-id">ce-151759</article-id>
      <article-categories>
        <subj-group>
          <subject>Article</subject>
        </subj-group>
        <subj-group>
          <subject>Social Sciences</subject>
          <subject>Humanities</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Analysis of the Effectiveness of Inferior Vena Cava and Lung Ultrasound Training for ICU Specialist Nurses</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0009-0008-0225-6823</contrib-id>
          <name name-style="western">
            <surname>Li</surname>
            <given-names>Shunling</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Yuan</surname>
            <given-names>Juying</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Xue</surname>
            <given-names>Weihua</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Shen</surname>
            <given-names>Guijiang</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
      </contrib-group>
      <aff id="aff1"><label>1</label> The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China </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>05</day>
        <month>06</month>
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="collection">
        <month>06</month>
        <year>2026</year>
      </pub-date>
      <volume>17</volume>
      <issue>06</issue>
      <fpage>885</fpage>
      <lpage>896</lpage>
      <history>
        <date date-type="received">
          <day>28</day>
          <month>02</month>
          <year>2026</year>
        </date>
        <date date-type="accepted">
          <day>02</day>
          <month>06</month>
          <year>2026</year>
        </date>
        <date date-type="published">
          <day>05</day>
          <month>06</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/ce.2026.176055">https://doi.org/10.4236/ce.2026.176055</self-uri>
      <abstract>
        <p><bold>Hypothesis:</bold>An integrated training model incorporating theory, case-based discussion and hands-on practice can significantly improve the theoretical knowledge of Intensive Care Unit (ICU) specialist nurses in inferior vena cava (IVC) and lung ultrasound (LUS), with a statistically significant increase in their post-training theoretical assessment scores compared with pre-training scores. <bold>Primary Outcome:</bold>The median pre-training theoretical score of ICU specialist nurses in IVC and LUS was 30 points (Interquartile Range [IQR]: 15 - 44), which increased significantly to 65.5 points (IQR: 49.5 - 73.5) after training (Z = −6.214, P &lt; 0.001), with the pass rate rising from 6.4% to 95.7%. <bold>Background:</bold>As bedside techniques for volume management in critically ill patients, IVC and LUS offer the advantages of non-invasiveness, convenience and real-time monitoring, and are recommended in multiple clinical guidelines for disease assessment and treatment decision-making. The application of ultrasound technology in the nursing field is expanding, and in particular, the participation of ICU specialist nurses in point-of-care ultrasound (POCUS) has become a development trend. However, most ICU nurses in China lack systematic specialized training, resulting in inadequate theoretical knowledge and operational skills to meet clinical demands. <bold>Objective:</bold>To evaluate the effectiveness of an integrated training model of theory, case-based discussion and hands-on practice in improving ICU specialist nurses’ proficiency in IVC and LUS, and to provide evidence-based evidence for optimizing the ultrasound training system for specialist nurses. <bold>Methods:</bold>A self-controlled before-and-after study design was adopted with convenience sampling. A total of 47 ICU specialist nurses from 45 hospitals in 29 cities across 15 provinces in China were enrolled to receive a 2-day intensive training program. Theoretical knowledge was assessed via closed-book examinations before and after the training. Post-training assessments included basic ultrasound operation, LUS operation and IVC ultrasound operation on human models in accordance with standardized operating procedures. Statistical analysis was performed using SPSS 26.0 software. <bold>Results:</bold>The median pre-training theoretical score was 30 points (IQR: 15 - 44), with only 3 participants (6.4%) scoring over 60 points; the median post-training theoretical score reached 65.5 points (IQR: 49.5 - 73.5), with a pass rate of 95.7% (Z = −6.214, P &lt; 0.001). The mean post-training scores for basic ultrasound operation, LUS operation and IVC operation were 78.3 ± 4.2, 76.5 ± 3.8 and 77.2 ± 3.5, respectively. The pass rate (≥60 points) for all three operational assessments exceeded 95%, while the excellent rate (≥80 points) was 29.3%, 24.4% and 26.8%, respectively. <bold>Conclusion:</bold>Targeted specialized ultrasound training can significantly improve the theoretical knowledge and operational skills of ICU specialist nurses, and this training model has strong feasibility and promotional value. It is recommended to establish a long-term mechanism combining basic training, clinical practice and regular retraining, integrated with simulation teaching and clinical supervision, to continuously improve the standardization and proficiency of nurses’ ultrasound operations.</p>
      </abstract>
      <kwd-group kwd-group-type="author-generated" xml:lang="en">
        <kwd>ICU Specialist Nurse</kwd>
        <kwd>Point-of-Care Ultrasound</kwd>
        <kwd>Inferior Vena Cava Ultrasound</kwd>
        <kwd>Lung Ultrasound</kwd>
        <kwd>Training Effectiveness</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>1. Introduction</title>
      <p>Precise volume management in critically ill patients is a key link in reducing mortality and improving prognosis ([<xref ref-type="bibr" rid="B16">16</xref>]). IVC ultrasound indirectly reflects changes in central venous pressure by assessing vessel diameter and collapsibility index, while LUS rapidly determines lung water content and ventilation status by identifying characteristic images such as A-lines, B-lines and lung sliding. The combined application of the two techniques enables comprehensive and dynamic assessment of patients’ volume status ([<xref ref-type="bibr" rid="B1">1</xref>]; [<xref ref-type="bibr" rid="B8">8</xref>]). A systematic review by [<xref ref-type="bibr" rid="B1">1</xref>] showed that the accuracy of combined IVC and LUS monitoring for etiological differentiation in patients with acute dyspnea reached 89%, which was significantly higher than that of traditional physical examination (62%). A meta-analysis by [<xref ref-type="bibr" rid="B8">8</xref>] confirmed that LUS is superior to chest X-ray in sensitivity (0.87 vs 0.72) and specificity (0.83 vs 0.68) for evaluating extravascular lung water in hemodialysis patients.</p>
      <p>The European Federation of Societies for Ultrasound in Medicine and Biology (EFSUMB) Clinical Practice Guidelines for Point-of-Care Ultrasound clearly state that nurses can act as practitioners of bedside ultrasound ([<xref ref-type="bibr" rid="B11">11</xref>]), and the participation of ICU specialist nurses in ultrasound application has become an important measure to improve nursing quality ([<xref ref-type="bibr" rid="B19">19</xref>]). As direct caregivers of critically ill patients, nurses can detect changes in patients’ conditions in a timely manner via ultrasound, provide real-time assessment data for physicians and support the optimization of volume management decisions ([<xref ref-type="bibr" rid="B10">10</xref>]). However, there are obvious shortcomings in the current clinical situation in China. Baseline data of this study showed that only 19.1% of the enrolled ICU nurses had received ultrasound-related training; although 89.4% of ICUs were equipped with ultrasound devices, and the proportions of physicians who performed LUS and IVC ultrasound occasionally or frequently were 65.9% and 58.5%, respectively, the utilization rate of ultrasound by nurses was less than 10% ([<xref ref-type="bibr" rid="B6">6</xref>]). This phenomenon is in sharp contrast to the international trend, as relevant studies have shown that systematically trained ICU nurses can achieve an ultrasound operation pass rate of more than 85% and independently complete ultrasound assessment of common diseases ([<xref ref-type="bibr" rid="B3">3</xref>]; [<xref ref-type="bibr" rid="B4">4</xref>]).</p>
      <p>Existing ultrasound training research has mainly focused on physicians, and specialized training programs for nurses are still inadequate ([<xref ref-type="bibr" rid="B9">9</xref>]; [<xref ref-type="bibr" rid="B13">13</xref>]). Some studies have adopted a simple theory + practice training model, lacking case-based discussion and clinical application transformation links, leading to unsustainable training effects ([<xref ref-type="bibr" rid="B5">5</xref>]; [<xref ref-type="bibr" rid="B7">7</xref>]). Based on this, the present study designed a tripartite training model integrating theory, case-based discussion and hands-on practice. Through a rigorous self-controlled before-and-after study, we systematically evaluated the improvement in theoretical knowledge and operational skills of ICU specialist nurses, so as to provide practical support for promoting nurse-led bedside ultrasound application and evidence-based evidence for optimizing the national ultrasound training program for specialist nurses.</p>
    </sec>
    <sec id="sec2">
      <title>2. Methods</title>
      <sec id="sec2dot1">
        <title>2.1. Study Participants</title>
        <p>By convenience sampling, 47 nurses who participated in the 2025 National ICU Specialist Nurse Training Course were selected as the study subjects.</p>
        <p>Inclusion criteria: ① Currently engaged in ICU specialist nursing work with at least 3 years of clinical work experience; ② Voluntarily participate in the study; ③ Complete the entire training program and all assessments. Exclusion criteria: ① Cumulative absence of more than 4 academic hours during the training period; ② Failure to complete any of the pre-training or post-training assessment indicators.</p>
      </sec>
      <sec id="sec2dot2">
        <title>2.2. Training Protocol</title>
        <p>The training adopted a modular design, including theoretical learning (6 academic hours), hands-on training (6 academic hours) and assessment (4 academic hours), with a total duration of 2 days (16 academic hours) ([<xref ref-type="bibr" rid="B11">11</xref>]; [<xref ref-type="bibr" rid="B19">19</xref>]). The detailed contents are as follows:</p>
        <p>Theoretical learning (6 academic hours): The courses were jointly delivered by ICU physicians with more than 5 years of clinical ultrasound and teaching experience and senior nurses with ultrasound certification. The content covered basic ultrasound principles, IVC anatomical structure and volume assessment standards (collapsibility index, diameter measurement), LUS image recognition (A-lines, B-lines, lung sliding, pleural effusion), clinical application scenarios (heart failure, septic shock, acute respiratory distress syndrome) and operational safety specifications.</p>
        <p>Hands-on training (6 academic hours): Human models (volunteered by male trainee nurses) were used for simulated operations. The training focused on probe operation skills, IVC localization and measurement methods, and acquisition of standard LUS views. Clinical images were used for result analysis and interpretation training, with four senior trainers providing on-site personalized guidance and real-time error correction.</p>
        <p>Assessment (4 academic hours): Theoretical knowledge tests were conducted before and after the training; in view of the fact that most nurses had no ultrasound operation foundation, skills assessments for basic ultrasound, IVC and LUS were only conducted after the hands-on training.</p>
      </sec>
      <sec id="sec2dot3">
        <title>2.3. Evaluation Indicators</title>
        <p>Theoretical knowledge (Primary Outcome): Assessed via online closed-book tests (scanning QR code to access the test). The test consisted of 25 single-choice questions with a total score of 100 points, covering basic ultrasound principles (24 points), IVC ultrasound (36 points) and LUS (40 points).</p>
        <p>Operational skills (Secondary Outcome): The assessment was conducted on the day after the hands-on training. Participants were divided into two groups, and each participant was assessed by two standardized trained evaluators on human models. The assessment included: Basic operation (probe control, view acquisition, image adjustment; 100 points), LUS operation (view standardization, image recognition, result judgment; 100 points), and IVC operation (localization accuracy, measurement standardization, result interpretation; 100 points).</p>
        <p>Baseline data: Collected via online questionnaires, including gender, age, clinical working years, highest educational background, professional title, ultrasound equipment configuration in the affiliated department, and previous ultrasound training experience.</p>
      </sec>
      <sec id="sec2dot4">
        <title>2.4. Quality Control</title>
        <p>All trainers had at least 5 years of relevant clinical and teaching experience; objective single-choice questions were used in theoretical tests to ensure assessment objectivity; all evaluators received standardized training before skill assessments to unify assessment criteria; all research data were double-entered into Microsoft Excel spreadsheets with strict logical verification to ensure data accuracy.</p>
      </sec>
      <sec id="sec2dot5">
        <title>2.5. Statistical Analysis</title>
        <p>SPSS 26.0 software was used for data processing. Quantitative data conforming to normal distribution were expressed as Mean ± Standard Deviation (SD); non-normal data were expressed as Median (IQR). Categorical data were analyzed using the Chi-square (χ<sup>2</sup>) test. A two-tailed P value &lt; 0.05 was considered statistically significant.</p>
      </sec>
    </sec>
    <sec id="sec3">
      <title>3. Results</title>
      <sec id="sec3dot1">
        <title>3.1. Baseline Characteristics of Study Participants</title>
        <p>Among the 47 nurses, 38 were female (80.9%) and 9 were male (19.1%); the mean age was 31.7 ± 3.7 years, and the mean clinical working years was 9.7 ± 3.8 years; 41 nurses (87.2%) held a bachelor’s degree, which was the main educational background; in terms of professional titles, 16 were senior nurses (34.0%) and 28 were nurses (59.6%). 89.4% of the medical institutions affiliated to the study participants were equipped with ultrasound devices, but only 19.1% of the nurses had previous ultrasound training experience, and only 14.9% had received specialized training in LUS or IVC ultrasound. The frequency of clinical ultrasound application by physicians in the same institution was significantly higher than that by nurses (LUS: 65.9% vs 8.5%; IVC ultrasound: 58.5% vs 6.4%). Detailed baseline characteristics of the participants are presented in <bold>Table 1</bold>.</p>
        <p><bold>Table 1</bold><bold>.</bold> Baseline characteristics of study participants (N = 47).</p>
        <table-wrap id="tbl1">
          <label>Table 1</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Characteristics</bold>
                </td>
                <td>
                  <bold>Distribution</bold>
                </td>
              </tr>
              <tr>
                <td>Gender</td>
                <td>Female: 38 (80.9%); Male: 9 (19.1%)</td>
              </tr>
              <tr>
                <td>Age (years)</td>
                <td>31.7 ± 3.7</td>
              </tr>
              <tr>
                <td>Working years (years)</td>
                <td>9.7 ± 3.8</td>
              </tr>
              <tr>
                <td>Highest educational background</td>
                <td>Junior college: 4 (8.5%); Bachelor: 41 (87.2%); Master: 2 (4.3%)</td>
              </tr>
              <tr>
                <td>Professional title</td>
                <td>Nurse: 1 (2.1%); Senior nurse: 16 (34.0%); Nurse Supervisor: 28 (59.6%); Associate chief nurse: 2 (4.3%)</td>
              </tr>
              <tr>
                <td>Administrative position</td>
                <td>No: 42 (89.4%); Yes: 5 (10.6%)</td>
              </tr>
              <tr>
                <td>Ultrasound equipment in the department</td>
                <td>Yes: 42 (89.4%); No: 5 (10.6%)</td>
              </tr>
              <tr>
                <td>Previous ultrasound training</td>
                <td>Yes: 9 (19.1%); No: 38 (80.9%)</td>
              </tr>
              <tr>
                <td>Previous training in lung/inferior vena cava ultrasound</td>
                <td>Yes: 7 (14.9%); No: 40 (85.1%)</td>
              </tr>
              <tr>
                <td>Physicians performing lung ultrasound occasionally or more</td>
                <td>31 (65.9%)</td>
              </tr>
              <tr>
                <td>Physicians performing IVC ultrasound occasionally or more</td>
                <td>28 (58.5%)</td>
              </tr>
              <tr>
                <td>Nurses performing lung ultrasound occasionally or more</td>
                <td>4 (8.5%)</td>
              </tr>
              <tr>
                <td>Nurses performing IVC ultrasound occasionally or more</td>
                <td>3 (6.4%)</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec id="sec3dot2">
        <title>3.2. Comparison of Theoretical Knowledge Scores</title>
        <p>The pre-training theoretical scores of nurses were generally low, with a median of 30 points (IQR: 15 - 44), and only 3 participants (6.4%) reached the passing score (≥60 points); the post-training theoretical scores increased significantly, with a median of 65.5 points (IQR: 49.5 - 73.5) and a pass rate of 95.7% (Z = −6.214, P &lt; 0.001). Scores in all theoretical knowledge dimensions showed a statistically significant increase (all P &lt; 0.001), among which the LUS-related knowledge dimension had the most significant improvement, with the median score increasing from 6 points to 23 points. Specific comparisons of theoretical knowledge scores before and after training are shown in <bold>Table 2</bold>.</p>
        <p><bold>Table 2</bold><bold>.</bold> Comparison of theoretical knowledge scores before and after training (N = 47).</p>
        <table-wrap id="tbl2">
          <label>Table 2</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Theoretical knowledge dimensions</bold>
                </td>
                <td>
                  <bold>Before training, Median (IQR)</bold>
                </td>
                <td>
                  <bold>After training, Median (IQR)</bold>
                </td>
                <td>
                  <bold>Z value</bold>
                </td>
                <td>
                  <bold>P value</bold>
                </td>
              </tr>
              <tr>
                <td>Basic ultrasound principles</td>
                <td>8 (4 - 12)</td>
                <td>16 (14 - 18)</td>
                <td>−5.892</td>
                <td>&lt;0.001</td>
              </tr>
              <tr>
                <td>Inferior vena cava ultrasound</td>
                <td>7 (3 - 11)</td>
                <td>22 (18 - 25)</td>
                <td>−6.015</td>
                <td>&lt;0.001</td>
              </tr>
              <tr>
                <td>Lung ultrasound</td>
                <td>6 (2 - 10)</td>
                <td>23 (19 - 26)</td>
                <td>−6.103</td>
                <td>&lt;0.001</td>
              </tr>
              <tr>
                <td>Clinical application guidelines</td>
                <td>5 (2 - 8)</td>
                <td>14 (12 - 16)</td>
                <td>−5.987</td>
                <td>&lt;0.001</td>
              </tr>
              <tr>
                <td>Total score</td>
                <td>30 (15 - 44)</td>
                <td>65.5 (49.5 - 73.5)</td>
                <td>−6.214</td>
                <td>&lt;0.001</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec id="sec3dot3">
        <title>3.3. Post-Training Operational Skill Assessment Results</title>
        <p>The performance of all three operational skills after training met the basic requirements for clinical application. The mean scores were 78.3 ± 4.2 for basic ultrasound operation, 76.5 ± 3.8 for LUS operation and 77.2 ± 3.5 for IVC operation; the pass rate (≥60 points) for all three operations exceeded 95%, and the excellent rate (≥80 points) ranged from 24.4% to 29.3%. Nurses with previous ultrasound training experience had a higher excellent rate (41.7%) than those without (23.5%), but the difference was not statistically significant (P &gt; 0.05). The distribution of post-training operational skill scores is detailed in <bold>Table 3</bold>.</p>
        <p><bold>Table 3</bold><bold>.</bold> Distribution of post-training operational skill scores (N = 47).</p>
        <table-wrap id="tbl3">
          <label>Table 3</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Operational items</bold>
                </td>
                <td>
                  <bold>Mean</bold>
                  <bold>±</bold>
                  <bold>SD (score)</bold>
                </td>
                <td>
                  <bold>60</bold>
                  <bold>-</bold>
                  <bold>79 points, n (%)</bold>
                </td>
                <td>
                  <bold>80</bold>
                  <bold>-</bold>
                  <bold>100 points, n (%)</bold>
                </td>
              </tr>
              <tr>
                <td>Basic ultrasound operation</td>
                <td>78.3 ± 4.2</td>
                <td>33 (70.7)</td>
                <td>14 (29.3)</td>
              </tr>
              <tr>
                <td>Lung ultrasound operation</td>
                <td>76.5 ± 3.8</td>
                <td>36 (75.6)</td>
                <td>11 (24.4)</td>
              </tr>
              <tr>
                <td>Inferior vena cava ultrasound operation</td>
                <td>77.2 ± 3.5</td>
                <td>34 (73.2)</td>
                <td>13 (26.8)</td>
              </tr>
              <tr>
                <td>Mean operational score</td>
                <td>77.3 ± 3.6</td>
                <td>35 (74.5)</td>
                <td>12 (25.5)</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
    </sec>
    <sec id="sec4">
      <title>4. Discussion</title>
      <sec id="sec4dot1">
        <title>4.1. Effectiveness and Mechanism of the Training Model</title>
        <p>The results of this study verified the preset hypothesis: the integrated theory-case-practice training model can significantly improve the theoretical knowledge of ICU specialist nurses in IVC and LUS, with the median theoretical score increasing by 35.5 points and the pass rate increasing by 89.3 percentage points (P &lt; 0.001). This significant improvement is attributed to the rigorous design of training content: abandoning complex theoretical knowledge and setting training content oriented to clinical needs; adopting a progressive teaching method of theory-clinical images-real cases to help participants establish cognitive associations between theoretical knowledge and clinical application scenarios ([<xref ref-type="bibr" rid="B11">11</xref>]; [<xref ref-type="bibr" rid="B15">15</xref>]; [<xref ref-type="bibr" rid="B19">19</xref>]; [<xref ref-type="bibr" rid="B21">21</xref>]).</p>
        <p>For simulated operational skills, hands-on training on human models not only reduces the risk of clinical operations, but also provides nurses with opportunities for repeated practice of operational skills ([<xref ref-type="bibr" rid="B2">2</xref>]; [<xref ref-type="bibr" rid="B17">17</xref>]). Joint teaching by senior ICU physicians and certified nurses ensures both the standardization of operational techniques and the clinical relevance of training content ([<xref ref-type="bibr" rid="B10">10</xref>]; [<xref ref-type="bibr" rid="B11">11</xref>]); meanwhile, the case-based discussion session in theoretical courses further strengthens nurses’ ability to apply the learned theoretical knowledge and simulated operational skills to clinical problem-solving thinking, forming a closed loop of learning-practice-application ([<xref ref-type="bibr" rid="B20">20</xref>]).</p>
      </sec>
      <sec id="sec4dot2">
        <title>4.2. Comparison with Established Nurse-Led POCUS Training/Competency Frameworks</title>
        <p>Established international nurse-led POCUS training and competency frameworks (e.g., the EFSUMB Nurse-led POCUS Framework ([<xref ref-type="bibr" rid="B11">11</xref>]), the Diploma in Basic Echocardiography Training for Critical Care Nurses by the Spanish Society of Anesthesiology and Critical Care/ Spanish Society of Emergency Medicine ([<xref ref-type="bibr" rid="B19">19</xref>])) focus on competency development and emphasize the integration of theoretical foundation, operational proficiency and clinical decision-making ability. Such frameworks mostly adopt a phased training model with a long training cycle (3 - 6 months) and focus on multi-scenario clinical practice, but have the limitations of high resource input and slow promotion in regions with uneven distribution of medical resources.</p>
        <p>In contrast, the tripartite theory-case-practice training model designed in this study is a short-term intensive training model tailored to the current situation of ICU nursing in China, which complements the existing domestic and international nurse-led POCUS training frameworks in the following aspects:</p>
        <p>Simplified and efficient training for low-baseline groups: Aiming at the characteristic that most ICU nurses in China lack systematic ultrasound training (80.9% in this study), the model compresses the theoretical and practical content of bedside ultrasound into 2 days (16 academic hours), abandons redundant theories, and focuses on IVC and LUS skills closely related to critical care volume management, realizing the efficient improvement of theoretical knowledge and basic operational skills of low-baseline nurses.</p>
        <p>Integration of clinical case transformation in short-term training: Different from the simple theory + practice model, this model embeds case-based discussion throughout the training process, connecting theoretical learning and simulated operations with real clinical scenarios, which solves the problem of separation of learning and application in short-term training and lays a foundation for the clinical application of nurses’ acquired skills.</p>
        <p>Matching training content with grassroots clinical needs: The model focuses on IVC and LUS, the most needed ultrasound techniques for ICU volume management in China, which is more in line with the clinical needs of grassroots medical institutions and has stronger practicality and promotional value.</p>
      </sec>
      <sec id="sec4dot3">
        <title>4.3. Comparison with Domestic and International Studies</title>
        <p>The significant improvement in nurses’ theoretical scores (46.7% increase in median score) and the high pass rate of simulated operational skills (mean score ≥ 75 points) in this study are consistent with the conclusions of international studies by [<xref ref-type="bibr" rid="B4">4</xref>] and [<xref ref-type="bibr" rid="B19">19</xref>], verifying the universality of the effectiveness of integrated POCUS training for nurses. The unique advantages of this study are that the research sample covers 45 hospitals nationwide with strong representativeness, and it focuses on the volume management field combining IVC and LUS, directly addressing the clinical characteristic in China of available equipment, frequent use by physicians and rare use by nurses ([<xref ref-type="bibr" rid="B8">8</xref>]).</p>
        <p>However, the excellent rate of simulated operational skills of nurses in this study (&lt;30%) was lower than that in some international studies (40% - 50%) ([<xref ref-type="bibr" rid="B3">3</xref>]; [<xref ref-type="bibr" rid="B4">4</xref>]). This result may be related to the limited training duration (16 academic hours), weak ultrasound foundation of the participants, and the inherent gap between simulated assessment and complex real clinical scenarios ([<xref ref-type="bibr" rid="B7">7</xref>]; [<xref ref-type="bibr" rid="B12">12</xref>]; [<xref ref-type="bibr" rid="B14">14</xref>]; [<xref ref-type="bibr" rid="B18">18</xref>]). International studies with higher excellent rates generally have longer training cycles and more in-depth clinical practice links, which also suggests that short-term intensive training can achieve the goal of cultivating nurses’ basic ultrasound ability, but long-term clinical practice and regular retraining are needed to improve the proficiency of nurses’ ultrasound operations.</p>
      </sec>
      <sec id="sec4dot4">
        <title>4.4. Clinical Reality and Necessity of Training</title>
        <p>The baseline data of this study reveal three major clinical problems in the field of ICU nursing in China: low coverage of specialized ultrasound skill training (&lt;15%), low clinical application frequency by nurses (&lt;10%), and high configuration rate of ultrasound hardware (89.4%). This phenomenon of available hardware but low utilization efficiency highlights the urgency of carrying out systematic and efficient specialized training in IVC and LUS for ICU specialist nurses. This study found that there was no significant correlation between training effects and demographic factors such as gender, age, educational background and professional title, indicating that this theory-case-practice training model has wide applicability and is suitable for promotion among ICU nurses with different backgrounds in China.</p>
      </sec>
      <sec id="sec4dot5">
        <title>4.5. Clinical Evidence, Inferences and Study Limitations</title>
        <p>The direct clinical evidence obtained in this study is limited to the improvement of ICU nurses’ theoretical knowledge and simulated operational skills in IVC and LUS: after training, nurses have a solid theoretical foundation in ultrasound image recognition, mastery of volume assessment standards and judgment of clinical application scenarios, and can complete standardized simulated IVC and LUS operations on human models. This evidence confirms that the theory-case-practice model is an effective short-term training method to improve the basic POCUS ability of low-baseline ICU nurses.</p>
        <p>Based on the above measured evidence, the following reasonable clinical inferences can be made: ① Nurses with improved theoretical knowledge and simulated operational skills can collect ultrasound-related clinical data for critically ill patients more accurately, providing more reliable real-time information for physicians’ volume management decisions; ② The promotion of this training model can increase the proportion of nurses participating in bedside ultrasound application, make full use of the existing ultrasound hardware resources in ICUs, and improve the efficiency of bedside assessment for critically ill patients; ③ Nurse-led bedside IVC and LUS assessment can shorten the time of clinical data collection, which is expected to provide more timely clinical decision support for volume management. It should be emphasized that this study did not measure the actual clinical outcomes of patients, and the above inferences have not been verified by clinical outcome data such as mortality, duration of mechanical ventilation and readmission rate.</p>
        <p>This study has the following limitations: ① A self-controlled before-and-after design was adopted without a control group, which may lead to the Hawthorne effect and affect the objectivity of training effect evaluation; ② There is a lack of long-term follow-up assessment, and the retention time of nurses’ ultrasound theoretical knowledge and simulated operational skills is not clear, so the persistence of training effects remains to be verified; ③ Skill assessments were based on simulated scenarios, without operational assessments on real clinical patients, and the actual clinical application effect of nurses’ ultrasound skills and related patient outcomes were not measured; ④ The sample size is relatively small, and the research results need to be further verified by large-sample and multi-center studies.</p>
        <p>Future research directions: Adopt a randomized controlled trial design to compare the effectiveness of the theory-case-practice model with the traditional training model; extend the follow-up period to 6 - 12 months to evaluate the skill retention and long-term clinical application effect of trained nurses; carry out clinical outcome studies to verify whether nurse-led IVC and LUS assessment can improve the volume management effect and prognosis of critically ill patients; expand the training sample size and carry out multi-center research to further optimize the training model.</p>
      </sec>
    </sec>
    <sec id="sec5">
      <title>5. Conclusion</title>
      <p>With the change in theoretical assessment scores as the primary outcome, this study verifies the preset hypothesis: the specialized IVC and LUS ultrasound training integrating theory, case-based discussion and hands-on practice can effectively improve the professional theoretical knowledge and simulated operational skills of ICU specialist nurses. Compared with established international nurse-led POCUS training/competency frameworks, this short-term intensive training model complements the simplified and efficient training for low-baseline groups and has strong promotional value and applicability in China.</p>
      <p>In view of the current situation in China where the configuration rate of ultrasound hardware in ICUs is high but the clinical utilization rate of IVC and LUS by nurses is low, it is urgent to promote such systematic and efficient specialized ultrasound training. It is recommended that medical institutions incorporate this integrated theory-case-practice training model into the compulsory training curriculum for ICU specialist nurses, and establish a long-term training mechanism of basic intensive training-clinical practice application-regular retraining and assessment to continuously improve the standardization and proficiency of nurses’ ultrasound operations, make full use of existing ultrasound resources, and provide more professional nursing support for the precise volume management of critically ill patients.</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <title>References</title>
      <ref id="B1">
        <label>1.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Arvig, M. D., Laursen, C. B., Jacobsen, N., Gæde, P. H., &amp; Lassen, A. T. (2022). Monitoring Patients with Acute Dyspnea with Serial Point-Of-Care Ultrasound of the Inferior Vena Cava (IVC) and the Lungs (LUS): A Systematic Review. <italic>Journal</italic><italic>of</italic><italic>Ultrasound,</italic><italic>25,</italic> 547-561. https://doi.org/10.1007/s40477-021-00622-7 <pub-id pub-id-type="doi">10.1007/s40477-021-00622-7</pub-id><pub-id pub-id-type="pmid">35040102</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s40477-021-00622-7">https://doi.org/10.1007/s40477-021-00622-7</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Arvig, M.</string-name>
              <string-name>Laursen, C.</string-name>
              <string-name>Jacobsen, N.</string-name>
              <string-name>Lassen, A.</string-name>
            </person-group>
            <year>2022</year>
            <pub-id pub-id-type="doi">10.1007/s40477-021-00622-7</pub-id>
            <pub-id pub-id-type="pmid">35040102</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B2">
        <label>2.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Asmara, O. D., Pitoyo, C. W., Wulani, V. et al. (2022). Accuracy of Bedside Lung Ultrasound in Emergency (BLUE) Protocol to Diagnose the Cause of Acute Respiratory Distress Syndrome (ARDS): A Meta-Analysis. <italic>Acta Medica Indonesiana</italic><italic>,</italic><italic>54</italic><italic>,</italic> 266-282.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Asmara, O.</string-name>
              <string-name>Pitoyo, C.</string-name>
              <string-name>Wulani, V.</string-name>
            </person-group>
            <year>2022</year>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B3">
        <label>3.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Berikashvili, L. B., Kuznetsov, I. V., Yadgarov, M. Y., Ryzhkov, P. V., Polyakov, P. A., Yavorovskiy, A. G. et al. (2025). Assessment of Fluid Responsiveness via Central Venous Ultrasound Measurement: A Network Meta-analysis. <italic>Journal</italic><italic>of</italic><italic>Clinical</italic><italic>Medicine,</italic><italic>14,</italic> Article 492. https://doi.org/10.3390/jcm14020492 <pub-id pub-id-type="doi">10.3390/jcm14020492</pub-id><pub-id pub-id-type="pmid">39860497</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/jcm14020492">https://doi.org/10.3390/jcm14020492</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Berikashvili, L.</string-name>
              <string-name>Kuznetsov, I.</string-name>
              <string-name>Yadgarov, M.</string-name>
              <string-name>Ryzhkov, P.</string-name>
              <string-name>Polyakov, P.</string-name>
              <string-name>Yavorovskiy, A.</string-name>
            </person-group>
            <year>2025</year>
            <elocation-id>492</elocation-id>
            <pub-id pub-id-type="doi">10.3390/jcm14020492</pub-id>
            <pub-id pub-id-type="pmid">39860497</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B4">
        <label>4.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Burgos, L. M., Baro Vila, R. C., Ballari, F. N., Goyeneche, A., Costabel, J. P., Muñoz, F. et al. (2024). Inferior Vena CAVA and Lung Ultrasound-Guided Therapy in Acute Heart Failure: A Randomized Pilot Study (CAVAL US-AHF Study). <italic>American</italic><italic>Heart</italic><italic>Journal,</italic><italic>277,</italic> 47-57. https://doi.org/10.1016/j.ahj.2024.07.015 <pub-id pub-id-type="doi">10.1016/j.ahj.2024.07.015</pub-id><pub-id pub-id-type="pmid">39094839</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.ahj.2024.07.015">https://doi.org/10.1016/j.ahj.2024.07.015</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Burgos, L.</string-name>
              <string-name>Vila, R.</string-name>
              <string-name>Ballari, F.</string-name>
              <string-name>Goyeneche, A.</string-name>
              <string-name>Costabel, J.</string-name>
            </person-group>
            <year>2024</year>
            <pub-id pub-id-type="doi">10.1016/j.ahj.2024.07.015</pub-id>
            <pub-id pub-id-type="pmid">39094839</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B5">
        <label>5.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Burgos, L. M., Baro Vila, R., Goyeneche, A., Muñoz, F., Spaccavento, A., Fasan, M. A. et al. (2022). Design and Rationale of the Inferior Vena CAVA and Lung Ultrasound-Guided Therapy in Acute Heart Failure (CAVAL US-AHF Study): A Randomised Controlled Trial. <italic>Open Heart, 9,</italic> e002105. https://doi.org/10.1136/openhrt-2022-002105 <pub-id pub-id-type="doi">10.1136/openhrt-2022-002105</pub-id><pub-id pub-id-type="pmid">36344108</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1136/openhrt-2022-002105">https://doi.org/10.1136/openhrt-2022-002105</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Burgos, L.</string-name>
              <string-name>Vila, R.</string-name>
              <string-name>Goyeneche, A.</string-name>
              <string-name>Spaccavento, A.</string-name>
              <string-name>Fasan, M.</string-name>
            </person-group>
            <year>2022</year>
            <pub-id pub-id-type="doi">10.1136/openhrt-2022-002105</pub-id>
            <pub-id pub-id-type="pmid">36344108</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B6">
        <label>6.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Chinese Medical Association Society of Critical Care Medicine (2021). Guidelines for Specialized Nursing Practice in Critical Care Medicine. <italic>National Medical Journal of China, 2025, 105</italic><italic>,</italic> 2831-2845.</mixed-citation>
          <element-citation publication-type="journal">
            <year>2021</year>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B7">
        <label>7.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Dana, E., Dana, H. K., De Castro, C., Bueno Rey, L., Li, Q., Tomlinson, G. et al. (2024). Inferior Vena Cava Ultrasound to Predict Hypotension after General Anesthesia Induction: A Systematic Review and Meta-Analysis of Observational Studies. <italic>Canadian</italic><italic>Journal</italic><italic>of</italic><italic>Anesthesia/Journal</italic><italic>canadien</italic><italic>d'anesthésie,</italic><italic>71,</italic> 1078-1091. https://doi.org/10.1007/s12630-024-02776-4 <pub-id pub-id-type="doi">10.1007/s12630-024-02776-4</pub-id><pub-id pub-id-type="pmid">38961000</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s12630-024-02776-4">https://doi.org/10.1007/s12630-024-02776-4</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Dana, E.</string-name>
              <string-name>Dana, H.</string-name>
              <string-name>Castro, C.</string-name>
              <string-name>Rey, L.</string-name>
              <string-name>Li, Q.</string-name>
              <string-name>Tomlinson, G.</string-name>
            </person-group>
            <year>2024</year>
            <pub-id pub-id-type="doi">10.1007/s12630-024-02776-4</pub-id>
            <pub-id pub-id-type="pmid">38961000</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B8">
        <label>8.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Elgenidy, A., Amin, M. A., Awad, A. K., Emad, A., Nassar, A., Alomari, O. et al. (2024). The Use of Lung Ultrasound in Evaluation of Extravascular Lung Water in Hemodialysis Patients: Systematic Review and Meta-Analysis. <italic>Hemodialysis</italic><italic>International,</italic><italic>28,</italic> 148-161. https://doi.org/10.1111/hdi.13141 <pub-id pub-id-type="doi">10.1111/hdi.13141</pub-id><pub-id pub-id-type="pmid">38413047</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/hdi.13141">https://doi.org/10.1111/hdi.13141</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Elgenidy, A.</string-name>
              <string-name>Amin, M.</string-name>
              <string-name>Awad, A.</string-name>
              <string-name>Emad, A.</string-name>
              <string-name>Nassar, A.</string-name>
              <string-name>Alomari, O.</string-name>
            </person-group>
            <year>2024</year>
            <pub-id pub-id-type="doi">10.1111/hdi.13141</pub-id>
            <pub-id pub-id-type="pmid">38413047</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B9">
        <label>9.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Ghosh, S., Padhi, R., Sahu, S., Meher, M., Jain, P., Subudhi, S. K. et al. (2024). Use of Inferior Vena Cava Guided Fluid Therapy in the Treatment of Septic Shock: A Randomised Controlled Trial. <italic>The</italic><italic>Journal</italic><italic>of</italic><italic>Infection</italic><italic>in</italic><italic>Developing</italic><italic>Countries,</italic><italic>18,</italic> 75-81. https://doi.org/10.3855/jidc.18489 <pub-id pub-id-type="doi">10.3855/jidc.18489</pub-id><pub-id pub-id-type="pmid">38377091</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3855/jidc.18489">https://doi.org/10.3855/jidc.18489</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Ghosh, S.</string-name>
              <string-name>Padhi, R.</string-name>
              <string-name>Sahu, S.</string-name>
              <string-name>Meher, M.</string-name>
              <string-name>Jain, P.</string-name>
              <string-name>Subudhi, S.</string-name>
            </person-group>
            <year>2024</year>
            <pub-id pub-id-type="doi">10.3855/jidc.18489</pub-id>
            <pub-id pub-id-type="pmid">38377091</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B10">
        <label>10.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Greenstein, Y. Y., &amp; Guevarra, K. (2022). Point-Of-Care Ultrasound in the Intensive Care Unit: Applications, Limitations, and the Evolution of Clinical Practice. <italic>Clinics</italic><italic>in</italic><italic>Chest</italic><italic>Medicine,</italic><italic>43,</italic> 373-384. https://doi.org/10.1016/j.ccm.2022.04.001 <pub-id pub-id-type="doi">10.1016/j.ccm.2022.04.001</pub-id><pub-id pub-id-type="pmid">36116807</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.ccm.2022.04.001">https://doi.org/10.1016/j.ccm.2022.04.001</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Greenstein, Y.</string-name>
              <string-name>Guevarra, K.</string-name>
              <string-name>Applications, L</string-name>
            </person-group>
            <year>2022</year>
            <pub-id pub-id-type="doi">10.1016/j.ccm.2022.04.001</pub-id>
            <pub-id pub-id-type="pmid">36116807</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B11">
        <label>11.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Jarman, R. D., McDermott, C., Colclough, A., Bøtker, M., Knudsen, L., Harris, T. et al. (2023). EFSUMB Clinical Practice Guidelines for Point-Of-Care Ultrasound: Part One (Common Heart and Pulmonary Applications) LONG Version. <italic>Ultraschall</italic><italic>in</italic><italic>der</italic><italic>Medizin</italic><italic>—</italic><italic>European</italic><italic>Journal</italic><italic>of</italic><italic>Ultrasound,</italic><italic>44,</italic> e1-e24. https://doi.org/10.1055/a-1882-5615 <pub-id pub-id-type="doi">10.1055/a-1882-5615</pub-id><pub-id pub-id-type="pmid">36228631</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1055/a-1882-5615">https://doi.org/10.1055/a-1882-5615</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Jarman, R.</string-name>
              <string-name>McDermott, C.</string-name>
              <string-name>Colclough, A.</string-name>
              <string-name>Knudsen, L.</string-name>
              <string-name>Harris, T.</string-name>
            </person-group>
            <year>2023</year>
            <pub-id pub-id-type="doi">10.1055/a-1882-5615</pub-id>
            <pub-id pub-id-type="pmid">36228631</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B12">
        <label>12.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Jobs, A., Rausch, T. K., König, I. R., Vonthein, R., Devendra, A., Schäfer, J. et al. (2025). Inferior Vena Cava Ultrasound to Guide Decongestion in Acute Decompensated Heart Failure: A Randomized Controlled Trial. <italic>JACC:</italic><italic>Heart</italic><italic>Failure,</italic><italic>13,</italic> Article ID: 102578. https://doi.org/10.1016/j.jchf.2025.102578 <pub-id pub-id-type="doi">10.1016/j.jchf.2025.102578</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jchf.2025.102578">https://doi.org/10.1016/j.jchf.2025.102578</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Jobs, A.</string-name>
              <string-name>Rausch, T.</string-name>
              <string-name>Vonthein, R.</string-name>
              <string-name>Devendra, A.</string-name>
            </person-group>
            <year>2025</year>
            <fpage>102578</fpage>
            <elocation-id>ID</elocation-id>
            <pub-id pub-id-type="doi">10.1016/j.jchf.2025.102578</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B13">
        <label>13.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Kim, J., Maranna, S., Watson, C., &amp; Parange, N. (2025). A Scoping Review on the Integration of Artificial Intelligence in Point-Of-Care Ultrasound: Current Clinical Applications. <italic>The</italic><italic>American</italic><italic>Journal</italic><italic>of</italic><italic>Emergency</italic><italic>Medicine,</italic><italic>92,</italic> 172-181. https://doi.org/10.1016/j.ajem.2025.03.029 <pub-id pub-id-type="doi">10.1016/j.ajem.2025.03.029</pub-id><pub-id pub-id-type="pmid">40117961</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.ajem.2025.03.029">https://doi.org/10.1016/j.ajem.2025.03.029</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Kim, J.</string-name>
              <string-name>Maranna, S.</string-name>
              <string-name>Watson, C.</string-name>
              <string-name>Parange, N.</string-name>
            </person-group>
            <year>2025</year>
            <pub-id pub-id-type="doi">10.1016/j.ajem.2025.03.029</pub-id>
            <pub-id pub-id-type="pmid">40117961</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B14">
        <label>14.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Kotevska Angjushev, M., Angjushev, D., &amp; Djordjevic Dikic, A. (2025). Mastering the Technique of Inferior Vena Cava Ultrasound from Transhepatic View in Intensive Care Unit: A Practical Approach to the Ultrasound Technique, Tips, and Pitfalls. <italic>Ultrasound,</italic><italic>34,</italic> 4-14. https://doi.org/10.1177/1742271x251353722 <pub-id pub-id-type="doi">10.1177/1742271x251353722</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1177/1742271x251353722">https://doi.org/10.1177/1742271x251353722</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Angjushev, M.</string-name>
              <string-name>Angjushev, D.</string-name>
              <string-name>Dikic, A.</string-name>
              <string-name>Technique, T</string-name>
            </person-group>
            <year>2025</year>
            <pub-id pub-id-type="doi">10.1177/1742271x251353722</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B15">
        <label>15.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Lockstone, J., Love, A., Hung Lau, Y., Hansell, L., &amp; Ntoumenopoulos, G. (2024). The Use of Diaphragm and Lung Ultrasound in Acute Respiratory Physiotherapy Practice and the Impact on Clinical Decision-Making: A Systematic Review and Meta-Analysis. <italic>Australian</italic><italic>Critical</italic><italic>Care,</italic><italic>37,</italic> 176-184. https://doi.org/10.1016/j.aucc.2023.10.001 <pub-id pub-id-type="doi">10.1016/j.aucc.2023.10.001</pub-id><pub-id pub-id-type="pmid">38036384</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.aucc.2023.10.001">https://doi.org/10.1016/j.aucc.2023.10.001</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Lockstone, J.</string-name>
              <string-name>Love, A.</string-name>
              <string-name>Lau, Y.</string-name>
              <string-name>Hansell, L.</string-name>
              <string-name>Ntoumenopoulos, G.</string-name>
            </person-group>
            <year>2024</year>
            <pub-id pub-id-type="doi">10.1016/j.aucc.2023.10.001</pub-id>
            <pub-id pub-id-type="pmid">38036384</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B16">
        <label>16.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Longino, A. A., Martin, K. C., &amp; Douglas, I. S. (2024). Monitoring the Venous Circulation: Novel Techniques and Applications. <italic>Current Opinion in Critical Care, 30,</italic> 260-267. https://doi.org/10.1097/mcc.0000000000001155 <pub-id pub-id-type="doi">10.1097/mcc.0000000000001155</pub-id><pub-id pub-id-type="pmid">38690955</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1097/mcc.0000000000001155">https://doi.org/10.1097/mcc.0000000000001155</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Longino, A.</string-name>
              <string-name>Martin, K.</string-name>
              <string-name>Douglas, I.</string-name>
            </person-group>
            <year>2024</year>
            <pub-id pub-id-type="doi">10.1097/mcc.0000000000001155</pub-id>
            <pub-id pub-id-type="pmid">38690955</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B17">
        <label>17.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Martínez, A. R., Luordo, D., Rodríguez-Moreno, J., de Pablo Esteban, A., &amp; Torres-Arrese, M. (2025). Point of Care Ultrasound for Monitoring and Resuscitation in Patients with Shock. <italic>Internal</italic><italic>and</italic><italic>Emergency</italic><italic>Medicine,</italic><italic>20,</italic> 1505-1515. https://doi.org/10.1007/s11739-025-03898-3 <pub-id pub-id-type="doi">10.1007/s11739-025-03898-3</pub-id><pub-id pub-id-type="pmid">40178737</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s11739-025-03898-3">https://doi.org/10.1007/s11739-025-03898-3</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Luordo, D.</string-name>
              <string-name>Moreno, J.</string-name>
              <string-name>Esteban, A.</string-name>
              <string-name>Torres-Arrese, M.</string-name>
            </person-group>
            <year>2025</year>
            <pub-id pub-id-type="doi">10.1007/s11739-025-03898-3</pub-id>
            <pub-id pub-id-type="pmid">40178737</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B18">
        <label>18.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Squizzato, A., Maroni, L., Marrazzo, C., Riva, N., &amp; Guasti, L. (2021). Diagnostic Accuracy of Inferior Vena Cava Ultrasound for Heart Failure in Patients with Acute Dyspnoea: A Systematic Review and Meta-Analysis. <italic>Emergency</italic><italic>Medicine</italic><italic>Journal,</italic><italic>38,</italic> 232-239. https://doi.org/10.1136/emermed-2019-208547 <pub-id pub-id-type="doi">10.1136/emermed-2019-208547</pub-id><pub-id pub-id-type="pmid">33298601</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1136/emermed-2019-208547">https://doi.org/10.1136/emermed-2019-208547</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Squizzato, A.</string-name>
              <string-name>Maroni, L.</string-name>
              <string-name>Marrazzo, C.</string-name>
              <string-name>Riva, N.</string-name>
              <string-name>Guasti, L.</string-name>
            </person-group>
            <year>2021</year>
            <pub-id pub-id-type="doi">10.1136/emermed-2019-208547</pub-id>
            <pub-id pub-id-type="pmid">33298601</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B19">
        <label>19.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Vives, M., Hernández, A., Carmona, P., Villen, T., Borrat, X., Sánchez, E. et al. (2022). Documento de consenso de la Sociedad Española de Anestesiología y Reanimación (SEDAR) y la Sociedad Española de Medicina de Urgencias y Emergencias (SEMES) para la adquisición de competencias y obtención del diploma acreditativo en el uso de la Ecocardiografía básica en Cuidados Intensivos y Urgencias. <italic>Revista</italic><italic>Española</italic><italic>de</italic><italic>Anestesiología</italic><italic>y</italic><italic>Reanimación,</italic><italic>69,</italic> 402-410. https://doi.org/10.1016/j.redar.2021.05.017 <pub-id pub-id-type="doi">10.1016/j.redar.2021.05.017</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.redar.2021.05.017">https://doi.org/10.1016/j.redar.2021.05.017</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Vives, M.</string-name>
              <string-name>Carmona, P.</string-name>
              <string-name>Villen, T.</string-name>
              <string-name>Borrat, X.</string-name>
            </person-group>
            <year>2022</year>
            <pub-id pub-id-type="doi">10.1016/j.redar.2021.05.017</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B20">
        <label>20.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Yuan, X., Liu, L., Chang, W., Wu, Z., Huang, L., Chao, Y. et al. (2021). Diagnosis Accuracy of Lung Ultrasound for ARF in Critically Ill Patients: A Systematic Review and Meta-analysis. <italic>Frontiers</italic><italic>in</italic><italic>Medicine,</italic><italic>8,</italic> Article 705960. https://doi.org/10.3389/fmed.2021.705960 <pub-id pub-id-type="doi">10.3389/fmed.2021.705960</pub-id><pub-id pub-id-type="pmid">34447767</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmed.2021.705960">https://doi.org/10.3389/fmed.2021.705960</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Yuan, X.</string-name>
              <string-name>Liu, L.</string-name>
              <string-name>Chang, W.</string-name>
              <string-name>Wu, Z.</string-name>
              <string-name>Huang, L.</string-name>
              <string-name>Chao, Y.</string-name>
            </person-group>
            <year>2021</year>
            <elocation-id>705960</elocation-id>
            <pub-id pub-id-type="doi">10.3389/fmed.2021.705960</pub-id>
            <pub-id pub-id-type="pmid">34447767</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B21">
        <label>21.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Zachariah, V. K., Sunitha, V. C., Ramachandran, N., Vairappan, B., Parameswaran, S., &amp; Priyamvada, P. S. (2024). Does Lung Ultrasound-Guided Ultrafiltration Lead to Better Outcomes in Acute Kidney Injury Requiring Intermittent Hemodialysis: A Randomized Control Trial. <italic>Hemodialysis</italic><italic>International,</italic><italic>28,</italic> 435-443. https://doi.org/10.1111/hdi.13170 <pub-id pub-id-type="doi">10.1111/hdi.13170</pub-id><pub-id pub-id-type="pmid">38965069</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/hdi.13170">https://doi.org/10.1111/hdi.13170</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Zachariah, V.</string-name>
              <string-name>Sunitha, V.</string-name>
              <string-name>Ramachandran, N.</string-name>
              <string-name>Vairappan, B.</string-name>
              <string-name>Parameswaran, S.</string-name>
              <string-name>Priyamvada, P.</string-name>
            </person-group>
            <year>2024</year>
            <pub-id pub-id-type="doi">10.1111/hdi.13170</pub-id>
            <pub-id pub-id-type="pmid">38965069</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
    </ref-list>
  </back>
</article>