Pub Date : 2025-12-31DOI: 10.1186/s13089-025-00471-z
Yuxuan Li, Hao Wang, Kang Yuan, Xiaoding Zhou, Mengting Wang, Yiyang Huang, Xinyi Yu, Kun Tang
Aim: To identify the core components of obstetric point-of-care ultrasound (POCUS) training programs while simultaneously evaluating the effectiveness of these programs using the Analyze, Design, Develop, Implement, and Evaluate (ADDIE) model.
Methods: This systematic review and meta-analysis followed a PROSPERO-registered protocol (CRD42024566260) and adhered to PRISMA2020, Cochrane Handbook, and JBI Manual guidelines. Comprehensive searches from database inception to September 22, 2024, covered international and Chinese databases to identify studies evaluating obstetric POCUS training. Two independent reviewers screened studies, assessed methodological quality with JBI tools, and extracted data on study, participant, intervention, and outcome characteristics. Training content was mapped to the ADDIE instructional design model via thematic and framework analyses. Meta-analyses of comparable quantitative outcomes used random-effects models. Integrating quantitative and qualitative findings, this review systematically evaluated the effectiveness and implementation of obstetric POCUS training programs.
Results: Systematic synthesis showed that obstetric POCUS training significantly improved healthcare providers' competencies, including knowledge, skills, sustained use, and clinical decision-making. Training also increased antenatal care attendance and identification of high-risk pregnancies, while reducing referrals and optimizing resource use. However, limitations were noted in needs assessment, implementation flexibility, and outcome evaluation. Using thematic and framework analyses combined with the ADDIE model, we systematically organized training phases and key components to provide a scientific basis for program improvement and optimization.
Conclusions: Obstetric POCUS training effectively enhances clinical competencies and improves maternal and neonatal health outcomes. Applying the ADDIE model offers a replicable, practical, and sustainable approach for developing standardized training programs. Future obstetric POCUS training should leverage the ADDIE model and adapt to local contexts to improve maternal and neonatal health globally.
{"title":"Effectiveness of obstetric point-of-care ultrasound (POCUS) training: a systematic review and meta-analysis based on the ADDIE training model.","authors":"Yuxuan Li, Hao Wang, Kang Yuan, Xiaoding Zhou, Mengting Wang, Yiyang Huang, Xinyi Yu, Kun Tang","doi":"10.1186/s13089-025-00471-z","DOIUrl":"10.1186/s13089-025-00471-z","url":null,"abstract":"<p><strong>Aim: </strong>To identify the core components of obstetric point-of-care ultrasound (POCUS) training programs while simultaneously evaluating the effectiveness of these programs using the Analyze, Design, Develop, Implement, and Evaluate (ADDIE) model.</p><p><strong>Methods: </strong>This systematic review and meta-analysis followed a PROSPERO-registered protocol (CRD42024566260) and adhered to PRISMA2020, Cochrane Handbook, and JBI Manual guidelines. Comprehensive searches from database inception to September 22, 2024, covered international and Chinese databases to identify studies evaluating obstetric POCUS training. Two independent reviewers screened studies, assessed methodological quality with JBI tools, and extracted data on study, participant, intervention, and outcome characteristics. Training content was mapped to the ADDIE instructional design model via thematic and framework analyses. Meta-analyses of comparable quantitative outcomes used random-effects models. Integrating quantitative and qualitative findings, this review systematically evaluated the effectiveness and implementation of obstetric POCUS training programs.</p><p><strong>Results: </strong>Systematic synthesis showed that obstetric POCUS training significantly improved healthcare providers' competencies, including knowledge, skills, sustained use, and clinical decision-making. Training also increased antenatal care attendance and identification of high-risk pregnancies, while reducing referrals and optimizing resource use. However, limitations were noted in needs assessment, implementation flexibility, and outcome evaluation. Using thematic and framework analyses combined with the ADDIE model, we systematically organized training phases and key components to provide a scientific basis for program improvement and optimization.</p><p><strong>Conclusions: </strong>Obstetric POCUS training effectively enhances clinical competencies and improves maternal and neonatal health outcomes. Applying the ADDIE model offers a replicable, practical, and sustainable approach for developing standardized training programs. Future obstetric POCUS training should leverage the ADDIE model and adapt to local contexts to improve maternal and neonatal health globally.</p>","PeriodicalId":36911,"journal":{"name":"Ultrasound Journal","volume":"17 1","pages":"67"},"PeriodicalIF":2.9,"publicationDate":"2025-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12756214/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145879066","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-08DOI: 10.1186/s13089-025-00465-x
Sara Esmaeili, Farzan Vahedifard, Fatemeh Ebrahimi, Hossein Nazarian, Arian Shahidi, Zahra Mirzaasgari, Mohammadreza Maghsoudi
Background: Timely diagnosis of acute ischemic stroke can aid optimal treatment. Optic nerve sheath diameter (ONSD) can determine increased intracranial pressure (ICP) in such cases. The purpose of this study is to determine the value of ONSD in estimating the severity of acute ischemic stroke.
Methods: Patients with acute ischemic stroke who were referred to a stroke center were studied. The ONSD of both the right and left sides was measured by ultrasound on the day of admission. Ischemic stroke severity was determined based on the NIHSS.
Results: A strong correlation was found between increased right and left ONSDs and severity of ischemic stroke determined by the initial NIHSS score. Based on ROC curve (receiver operating characteristic curve) analysis, both cut points of 5.65 mm for right ONSD (with 100% sensitivity of and 86% specificity) and 5.75 mm for left ONSD (with a 100% Sensitivity and 88% specificity) were able to predict severe stroke. The value of the right ONSD (Area Under the Curve = 0.959) and the left ONSD (Area Under the Curve = 0.942) indicated a strong predictive value.
Conclusions: Ultrasound as a feasible and non-invasive modality might play a role in determining the severity of an acute ischemic stroke, and could be considered a promising first-line decision making tool.
{"title":"Estimate the severity of acute ischemic stroke by optic nerve sheath ultrasound.","authors":"Sara Esmaeili, Farzan Vahedifard, Fatemeh Ebrahimi, Hossein Nazarian, Arian Shahidi, Zahra Mirzaasgari, Mohammadreza Maghsoudi","doi":"10.1186/s13089-025-00465-x","DOIUrl":"10.1186/s13089-025-00465-x","url":null,"abstract":"<p><strong>Background: </strong>Timely diagnosis of acute ischemic stroke can aid optimal treatment. Optic nerve sheath diameter (ONSD) can determine increased intracranial pressure (ICP) in such cases. The purpose of this study is to determine the value of ONSD in estimating the severity of acute ischemic stroke.</p><p><strong>Methods: </strong>Patients with acute ischemic stroke who were referred to a stroke center were studied. The ONSD of both the right and left sides was measured by ultrasound on the day of admission. Ischemic stroke severity was determined based on the NIHSS.</p><p><strong>Results: </strong>A strong correlation was found between increased right and left ONSDs and severity of ischemic stroke determined by the initial NIHSS score. Based on ROC curve (receiver operating characteristic curve) analysis, both cut points of 5.65 mm for right ONSD (with 100% sensitivity of and 86% specificity) and 5.75 mm for left ONSD (with a 100% Sensitivity and 88% specificity) were able to predict severe stroke. The value of the right ONSD (Area Under the Curve = 0.959) and the left ONSD (Area Under the Curve = 0.942) indicated a strong predictive value.</p><p><strong>Conclusions: </strong>Ultrasound as a feasible and non-invasive modality might play a role in determining the severity of an acute ischemic stroke, and could be considered a promising first-line decision making tool.</p>","PeriodicalId":36911,"journal":{"name":"Ultrasound Journal","volume":"17 1","pages":"66"},"PeriodicalIF":2.9,"publicationDate":"2025-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12686221/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145702272","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-05DOI: 10.1186/s13089-025-00460-2
Andres Felipe Yepes-Velasco, Jeimy Lorena Moreno-Araque, Natalia Garzon-Posada
Background: Patients supported with veno-arterial extracorporeal membrane oxygenation may receive an intra-aortic balloon pump to reduce left ventricular afterload and improve aortic diastolic pressure. However, the effect of this combined mechanical support on cerebral hemodynamics is not uniform and can be influenced by intra-aortic balloon pump timing. Bedside transcranial Doppler offers a rapid, noninvasive way to detect maladaptive cerebral flow patterns and to guide patient-device interaction in real time.
Case presentation: We describe a postcardiotomy adult patient on peripheral veno-arterial extracorporeal membrane oxygenation with concomitant intra-aortic balloon pump assistance (1:1) who developed a reduction in cerebral oximetry. Transcranial Doppler of the middle cerebral artery showed increased pulsatility and reduced diastolic velocity, findings consistent with a transient decrease in cerebral perfusion pressure and compatible with balloon deflation asynchrony. Temporary suspension of balloon assistance improved the waveform. Deflation was then synchronized with the electrocardiogram so that it was completed at the onset of systole. Repeat transcranial Doppler performed minutes later showed restoration of diastolic flow and a lower pulsatility index, while extracorporeal support was maintained unchanged and the patient remained hemodynamically stable.
Conclusions: In patients receiving veno-arterial extracorporeal membrane oxygenation and intra-aortic balloon pump support, cerebral blood flow may deteriorate if balloon timing is not aligned with the native cardiac cycle. Transcranial Doppler can detect these timing-related neurohemodynamic alterations at the bedside and can confirm their reversibility after simple, ECG-guided optimization of deflation. Integrating transcranial Doppler into multiparametric monitoring may help personalize mechanical circulatory support and protect cerebral perfusion in this high-risk population.
{"title":"Optimizing IABP-patient interaction in VA-ECMO via transcranial doppler.","authors":"Andres Felipe Yepes-Velasco, Jeimy Lorena Moreno-Araque, Natalia Garzon-Posada","doi":"10.1186/s13089-025-00460-2","DOIUrl":"10.1186/s13089-025-00460-2","url":null,"abstract":"<p><strong>Background: </strong>Patients supported with veno-arterial extracorporeal membrane oxygenation may receive an intra-aortic balloon pump to reduce left ventricular afterload and improve aortic diastolic pressure. However, the effect of this combined mechanical support on cerebral hemodynamics is not uniform and can be influenced by intra-aortic balloon pump timing. Bedside transcranial Doppler offers a rapid, noninvasive way to detect maladaptive cerebral flow patterns and to guide patient-device interaction in real time.</p><p><strong>Case presentation: </strong>We describe a postcardiotomy adult patient on peripheral veno-arterial extracorporeal membrane oxygenation with concomitant intra-aortic balloon pump assistance (1:1) who developed a reduction in cerebral oximetry. Transcranial Doppler of the middle cerebral artery showed increased pulsatility and reduced diastolic velocity, findings consistent with a transient decrease in cerebral perfusion pressure and compatible with balloon deflation asynchrony. Temporary suspension of balloon assistance improved the waveform. Deflation was then synchronized with the electrocardiogram so that it was completed at the onset of systole. Repeat transcranial Doppler performed minutes later showed restoration of diastolic flow and a lower pulsatility index, while extracorporeal support was maintained unchanged and the patient remained hemodynamically stable.</p><p><strong>Conclusions: </strong>In patients receiving veno-arterial extracorporeal membrane oxygenation and intra-aortic balloon pump support, cerebral blood flow may deteriorate if balloon timing is not aligned with the native cardiac cycle. Transcranial Doppler can detect these timing-related neurohemodynamic alterations at the bedside and can confirm their reversibility after simple, ECG-guided optimization of deflation. Integrating transcranial Doppler into multiparametric monitoring may help personalize mechanical circulatory support and protect cerebral perfusion in this high-risk population.</p>","PeriodicalId":36911,"journal":{"name":"Ultrasound Journal","volume":"17 1","pages":"65"},"PeriodicalIF":2.9,"publicationDate":"2025-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12680806/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145678949","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-01DOI: 10.1186/s13089-025-00464-y
Yiran Mao, Chunyang Yu, Tianqi Wang, Fangxuan Li, Wenjing Hou, Xi Wei, Jie Mu
<p><strong>Objective: </strong>To investigate the diagnostic value of three-dimensional superb micro-vascular imaging (3D-SMI) combined with quantitative analysis of Area and VI in differentiating benign and malignant renal tumors.</p><p><strong>Methods: </strong>A total of 256 renal lesions from 254 patients who underwent gray-scale ultrasound (Gray US), two-dimensional superb micro-vascular imaging (2D-SMI), and 3D-SMI examinations at Tianjin Medical University Cancer Institute and Hospital between January 2022 and June 2024 were retrospectively analyzed. The imaging features on Gray US, 2D-SMI and 3D-SMI were recorded. Based on 3D-SMI, Vascular Architecture were classified into five types: Type I (avascular), Type II (spotty flow), Type III (sparse flow), Type IV (encircling), and Type V (rich flow). The plane with the most abundant blood flow was selected, and the Area and VI were calculated using Image Pro Plus (IPP) software. Histopathology from surgery or biopsy served as the reference standard. The differences in Vascular Architecture, Area, and VI between benign and malignant renal tumors were compared, and their diagnostic performance was evaluated.</p><p><strong>Results: </strong>Among the 256 lesions, 70 were benign and 186 were malignant. The interobserver agreement for Vascular Architecture classification was good (Kappa = 0.803), and the consistency for Area and VI was high (ICC = 0.835 and 0.864, respectively). Benign tumors Vascular Architecture were mainly type II or III, with mean Area and VI values of 945.87 ± 568.26 (range: 68-3125) and 5.93 ± 4.95 (range: 0.23-24.73), respectively. Malignant tumors were predominantly type IV or V, with mean Area and VI values of 3694.53 ± 2612.38 (range: 93-9965) and 18.21 ± 10.83 (range: 0.69-48.13), respectively. Significant differences were observed in Vascular Architecture, Area, and VI between benign and malignant lesions (all P < 0.001). The area under the ROC curve (AUC) values for 3D-SMI Vascular Architecture, Area, VI, 2D-SMI, and Gray US were 0.813, 0.807, 0.859, 0.750, and 0.718, respectively. VI demonstrated the highest diagnostic performance, with a cutoff value of 8.19 (sensitivity: 82.26%; specificity: 85.51%). Among benign subtypes, there were no significant differences in Vascular Architecture or Area (P > 0.05), while the VI of oncocytoma was significantly higher than epithelioid angiomyolipoma (EMAL), metanephric adenomas (MA), and angiomyolipoma (AML)(P < 0.01). Among malignant subtypes, clear cell renal cell carcinoma (ccRCC) showed distinct Vascular Architecture compared with papillary renal cell carcinoma(pRCC), chromophobe renal cell carcinoma(chRCC), and Xp11.2 translocation/TFE3 fusion-associated renal cell carcinoma(tRCC) (P < 0.01). The Area and VI of ccRCC were significantly higher than those of pRCC and chRCC (P < 0.05), but not significantly different from tRCC (P > 0.05).</p><p><strong>Conclusion: </strong>3D-SMI provides three-dimensional visualization of Vas
{"title":"Application of three-dimensional Superb micro-vascular imaging (3D-SMI) combined with quantitative blood flow analysis in the noninvasive diagnosis of renal tumors.","authors":"Yiran Mao, Chunyang Yu, Tianqi Wang, Fangxuan Li, Wenjing Hou, Xi Wei, Jie Mu","doi":"10.1186/s13089-025-00464-y","DOIUrl":"10.1186/s13089-025-00464-y","url":null,"abstract":"<p><strong>Objective: </strong>To investigate the diagnostic value of three-dimensional superb micro-vascular imaging (3D-SMI) combined with quantitative analysis of Area and VI in differentiating benign and malignant renal tumors.</p><p><strong>Methods: </strong>A total of 256 renal lesions from 254 patients who underwent gray-scale ultrasound (Gray US), two-dimensional superb micro-vascular imaging (2D-SMI), and 3D-SMI examinations at Tianjin Medical University Cancer Institute and Hospital between January 2022 and June 2024 were retrospectively analyzed. The imaging features on Gray US, 2D-SMI and 3D-SMI were recorded. Based on 3D-SMI, Vascular Architecture were classified into five types: Type I (avascular), Type II (spotty flow), Type III (sparse flow), Type IV (encircling), and Type V (rich flow). The plane with the most abundant blood flow was selected, and the Area and VI were calculated using Image Pro Plus (IPP) software. Histopathology from surgery or biopsy served as the reference standard. The differences in Vascular Architecture, Area, and VI between benign and malignant renal tumors were compared, and their diagnostic performance was evaluated.</p><p><strong>Results: </strong>Among the 256 lesions, 70 were benign and 186 were malignant. The interobserver agreement for Vascular Architecture classification was good (Kappa = 0.803), and the consistency for Area and VI was high (ICC = 0.835 and 0.864, respectively). Benign tumors Vascular Architecture were mainly type II or III, with mean Area and VI values of 945.87 ± 568.26 (range: 68-3125) and 5.93 ± 4.95 (range: 0.23-24.73), respectively. Malignant tumors were predominantly type IV or V, with mean Area and VI values of 3694.53 ± 2612.38 (range: 93-9965) and 18.21 ± 10.83 (range: 0.69-48.13), respectively. Significant differences were observed in Vascular Architecture, Area, and VI between benign and malignant lesions (all P < 0.001). The area under the ROC curve (AUC) values for 3D-SMI Vascular Architecture, Area, VI, 2D-SMI, and Gray US were 0.813, 0.807, 0.859, 0.750, and 0.718, respectively. VI demonstrated the highest diagnostic performance, with a cutoff value of 8.19 (sensitivity: 82.26%; specificity: 85.51%). Among benign subtypes, there were no significant differences in Vascular Architecture or Area (P > 0.05), while the VI of oncocytoma was significantly higher than epithelioid angiomyolipoma (EMAL), metanephric adenomas (MA), and angiomyolipoma (AML)(P < 0.01). Among malignant subtypes, clear cell renal cell carcinoma (ccRCC) showed distinct Vascular Architecture compared with papillary renal cell carcinoma(pRCC), chromophobe renal cell carcinoma(chRCC), and Xp11.2 translocation/TFE3 fusion-associated renal cell carcinoma(tRCC) (P < 0.01). The Area and VI of ccRCC were significantly higher than those of pRCC and chRCC (P < 0.05), but not significantly different from tRCC (P > 0.05).</p><p><strong>Conclusion: </strong>3D-SMI provides three-dimensional visualization of Vas","PeriodicalId":36911,"journal":{"name":"Ultrasound Journal","volume":"17 1","pages":"64"},"PeriodicalIF":2.9,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12669463/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145649624","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-27DOI: 10.1186/s13089-025-00470-0
Lorenzo Pelagatti, Iacopo Vannini, Francesca Mangani, Gian Maria Rossolini, Giovanni Volpicelli, Simone Vanni, Peiman Nazerian
Background: Pneumonia is the leading cause of death from infectious diseases worldwide. Lung ultrasound (LUS) is highly accurate for chest infections diagnosis, yet its correlation with causative pathogens remains unclear. Respiratory cultures, combined with molecular techniques represent the gold standard, achieving etiological diagnosis in 90-95% of cases. We compared LUS findings with bronchoalveolar lavage (BAL) sample analyses; to our knowledge, no prior studies have investigated this in the emergency department (ED).
Materials and methods: Bronchoalveolar lavage (BAL)-LUS is a prospective observational non-profit study conducted in the ED, aiming to assess whether there is a correlation between the LUS sonographic appearance, assessed blindly across 12 lung fields, and the etiopathogenetic agent of pneumonia (bacterial and viral) detected with molecular syndromic panels (MSPs) and respiratory cultures obtained with BAL.
Results: 64 patients were enrolled (mean age 73.3 ± 14.6) with 11 diagnosed as viral pneumonia and 53 as bacterial pneumonia. Bacterial pneumonias were more commonly associated with consolidation (2.9 ± 2.2 vs. 1.5 ± 0.9, p < 0.01) and a higher incidence of pleural effusion (0.9 ± 1.3 vs. 0.3 ± 0.6, p < 0.01). Viral pneumonias were more often associated with interstitial syndrome (4.9 ± 3.3 vs. 0.5 ± 1.3, p < 0.01) and small subpleural consolidations (0.9 ± 1.8 vs. 0.2 ± 0.6, p = 0.01). The mean LUS score was significantly higher in bacterial than in viral pneumonia with a AUC of 0.81 (95% CI 0.68-0.93).
Conclusions: Viral pneumonia is usually associated with interstitial syndrome and small subpleural consolidations; on the other hand, bacterial pneumonia is usually associated with consolidation, and pleural effusion.
背景:肺炎是世界范围内传染病死亡的主要原因。肺超声(LUS)对胸部感染的诊断具有很高的准确性,但其与致病病原体的相关性尚不清楚。呼吸培养结合分子技术是金标准,可在90-95%的病例中实现病因学诊断。我们将LUS结果与支气管肺泡灌洗(BAL)样本分析进行了比较;据我们所知,之前没有研究在急诊科(ED)调查过这一点。材料和方法:支气管肺泡灌洗(BAL)-LUS是在ED进行的一项前瞻性观察性非营利性研究,旨在评估LUS超声表现(盲测12个肺场)与BAL获得的分子综合征面板(MSPs)和呼吸道培养物检测出的肺炎病原(细菌和病毒)之间是否存在相关性。结果:共纳入64例患者(平均年龄73.3±14.6岁),其中病毒性肺炎11例,细菌性肺炎53例。细菌性肺炎常伴有实变(2.9±2.2 vs. 1.5±0.9,p)。结论:病毒性肺炎常伴有间质综合征和小胸膜下实变,细菌性肺炎常伴有实变和胸腔积液。
{"title":"Lung ultrasound for etiological diagnosis of pneumonia in the emergency department: correlation with bronchoalveolar lavage results.","authors":"Lorenzo Pelagatti, Iacopo Vannini, Francesca Mangani, Gian Maria Rossolini, Giovanni Volpicelli, Simone Vanni, Peiman Nazerian","doi":"10.1186/s13089-025-00470-0","DOIUrl":"https://doi.org/10.1186/s13089-025-00470-0","url":null,"abstract":"<p><strong>Background: </strong>Pneumonia is the leading cause of death from infectious diseases worldwide. Lung ultrasound (LUS) is highly accurate for chest infections diagnosis, yet its correlation with causative pathogens remains unclear. Respiratory cultures, combined with molecular techniques represent the gold standard, achieving etiological diagnosis in 90-95% of cases. We compared LUS findings with bronchoalveolar lavage (BAL) sample analyses; to our knowledge, no prior studies have investigated this in the emergency department (ED).</p><p><strong>Materials and methods: </strong>Bronchoalveolar lavage (BAL)-LUS is a prospective observational non-profit study conducted in the ED, aiming to assess whether there is a correlation between the LUS sonographic appearance, assessed blindly across 12 lung fields, and the etiopathogenetic agent of pneumonia (bacterial and viral) detected with molecular syndromic panels (MSPs) and respiratory cultures obtained with BAL.</p><p><strong>Results: </strong>64 patients were enrolled (mean age 73.3 ± 14.6) with 11 diagnosed as viral pneumonia and 53 as bacterial pneumonia. Bacterial pneumonias were more commonly associated with consolidation (2.9 ± 2.2 vs. 1.5 ± 0.9, p < 0.01) and a higher incidence of pleural effusion (0.9 ± 1.3 vs. 0.3 ± 0.6, p < 0.01). Viral pneumonias were more often associated with interstitial syndrome (4.9 ± 3.3 vs. 0.5 ± 1.3, p < 0.01) and small subpleural consolidations (0.9 ± 1.8 vs. 0.2 ± 0.6, p = 0.01). The mean LUS score was significantly higher in bacterial than in viral pneumonia with a AUC of 0.81 (95% CI 0.68-0.93).</p><p><strong>Conclusions: </strong>Viral pneumonia is usually associated with interstitial syndrome and small subpleural consolidations; on the other hand, bacterial pneumonia is usually associated with consolidation, and pleural effusion.</p>","PeriodicalId":36911,"journal":{"name":"Ultrasound Journal","volume":"17 1","pages":"63"},"PeriodicalIF":2.9,"publicationDate":"2025-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12660545/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145640773","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-21DOI: 10.1186/s13089-025-00469-7
Yie Hui Lau, Sanchalika Acharyya, Cadence Wei Lin Wee, Huiying Xu, Rafael Pulido Saclolo, Kelly Cao, Wee Kim Fong
Background: Focused cardiac ultrasound (FCU) is increasingly used as an extension of physical examination to aid diagnosis and clinical decision-making. Emerging educational technologies such as artificial intelligence (AI)-enabled ultrasound devices and virtual reality (VR) simulators offer novel, cost-effective and self-directed approaches for FCU skill acquisition training. Prior studies suggest that VR-based training may be non-inferior to traditional teaching, while AI offers real-time feedback to enhance learning.
Objective: This study aimed to evaluate the effectiveness and non-inferiority of AI and VR-assisted training compared to Traditional in-person instruction in achieving competency in FCU image acquisition. Secondary outcomes included time to acquire an optimal apical 4 chamber (A4C) view and self-reported confidence in image acquisition, assessed immediately post-training and at 3-month follow up.
Methods: In this single-blind, randomized controlled pilot trial, 66 local medical students with no prior FCU experience were randomised into 3 arms: (1) AI-enabled ultrasound training using the Kosmos system, (2) VR-based stimulator (Vimedix), and (3) Traditional instructor-led teaching. All sessions were 60 min long. Image acquisition of 5 standard FCU views was assessed by blinded evaluators using the Rapid Assessment of Competency in Echocardiography (RACE) score at both time points.
Results: Two participants were lost to follow-up (one each from the AI and VR groups). In the first assessment, the Traditional group achieved the highest mean RACE score (15.77), followed by AI (13.39) and VR (13.23). Non-inferiority testing confirmed that both AI (95% CI -∞ to 3.60; p < 0.001) and VR (95% CI -∞ to 3.58; p < 0.001) methods were non-inferior to Traditional instruction. The AI group achieved the shortest mean time to acquire an optimal A4C view (158 ± 99.1 s), followed by the VR (189 ± 94.7 s), and traditional (199 ± 115.1 s), though differences were not statistically significant (p = 0.591). Confidence levels were initially highest in the Traditional group, while the VR group showed higher confidence at 3-month follow-up, particularly in parasternal long-axis view acquisition.
Conclusions: AI and VR-based training methods were non-inferior to traditional instruction for FCU skill acquisition. Both modalities show promise as scalable, technology-enabled alternatives in ultrasound education. Trial registration This trial was registered on Clinicaltrials.gov (NCT06355557).
背景:聚焦心脏超声(FCU)越来越多地被用作身体检查的延伸,以帮助诊断和临床决策。新兴的教育技术,如支持人工智能(AI)的超声波设备和虚拟现实(VR)模拟器,为FCU技能习得培训提供了新颖、经济、自主的方法。先前的研究表明,基于vr的培训可能不逊于传统教学,而人工智能提供实时反馈以增强学习。目的:本研究旨在评估人工智能和虚拟现实辅助训练与传统面对面教学相比在FCU图像获取能力方面的有效性和非劣效性。次要结果包括获得最佳顶室(A4C)视图的时间和自我报告的图像获取信心,在训练后立即评估和3个月随访。方法:在这项单盲、随机对照的试点试验中,66名没有FCU经验的当地医学生被随机分为3组:(1)使用Kosmos系统进行人工智能超声训练,(2)基于vr的刺激器(Vimedix),(3)传统的教师指导教学。所有的会议都是60分钟。在两个时间点使用超声心动图能力快速评估(RACE)评分对5个标准FCU视图的图像采集进行盲法评估。结果:2名参与者失去随访(AI组和VR组各1名)。在第一次评估中,传统组的RACE平均得分最高(15.77),其次是AI(13.39)和VR(13.23)。非劣效性检验证实了AI (95% CI -∞至3.60;p)。结论:AI和基于vr的训练方法在FCU技能习得方面不劣于传统教学。这两种方式都有望成为超声教育中可扩展的、技术支持的替代品。该试验已在Clinicaltrials.gov (NCT06355557)上注册。
{"title":"Effectiveness of traditional, artificial intelligence-assisted, and virtual reality training modalities for focused cardiac ultrasound skill acquisition: a randomised controlled study.","authors":"Yie Hui Lau, Sanchalika Acharyya, Cadence Wei Lin Wee, Huiying Xu, Rafael Pulido Saclolo, Kelly Cao, Wee Kim Fong","doi":"10.1186/s13089-025-00469-7","DOIUrl":"10.1186/s13089-025-00469-7","url":null,"abstract":"<p><strong>Background: </strong>Focused cardiac ultrasound (FCU) is increasingly used as an extension of physical examination to aid diagnosis and clinical decision-making. Emerging educational technologies such as artificial intelligence (AI)-enabled ultrasound devices and virtual reality (VR) simulators offer novel, cost-effective and self-directed approaches for FCU skill acquisition training. Prior studies suggest that VR-based training may be non-inferior to traditional teaching, while AI offers real-time feedback to enhance learning.</p><p><strong>Objective: </strong>This study aimed to evaluate the effectiveness and non-inferiority of AI and VR-assisted training compared to Traditional in-person instruction in achieving competency in FCU image acquisition. Secondary outcomes included time to acquire an optimal apical 4 chamber (A4C) view and self-reported confidence in image acquisition, assessed immediately post-training and at 3-month follow up.</p><p><strong>Methods: </strong>In this single-blind, randomized controlled pilot trial, 66 local medical students with no prior FCU experience were randomised into 3 arms: (1) AI-enabled ultrasound training using the Kosmos system, (2) VR-based stimulator (Vimedix), and (3) Traditional instructor-led teaching. All sessions were 60 min long. Image acquisition of 5 standard FCU views was assessed by blinded evaluators using the Rapid Assessment of Competency in Echocardiography (RACE) score at both time points.</p><p><strong>Results: </strong>Two participants were lost to follow-up (one each from the AI and VR groups). In the first assessment, the Traditional group achieved the highest mean RACE score (15.77), followed by AI (13.39) and VR (13.23). Non-inferiority testing confirmed that both AI (95% CI -∞ to 3.60; p < 0.001) and VR (95% CI -∞ to 3.58; p < 0.001) methods were non-inferior to Traditional instruction. The AI group achieved the shortest mean time to acquire an optimal A4C view (158 ± 99.1 s), followed by the VR (189 ± 94.7 s), and traditional (199 ± 115.1 s), though differences were not statistically significant (p = 0.591). Confidence levels were initially highest in the Traditional group, while the VR group showed higher confidence at 3-month follow-up, particularly in parasternal long-axis view acquisition.</p><p><strong>Conclusions: </strong>AI and VR-based training methods were non-inferior to traditional instruction for FCU skill acquisition. Both modalities show promise as scalable, technology-enabled alternatives in ultrasound education. Trial registration This trial was registered on Clinicaltrials.gov (NCT06355557).</p>","PeriodicalId":36911,"journal":{"name":"Ultrasound Journal","volume":"17 1","pages":"61"},"PeriodicalIF":2.9,"publicationDate":"2025-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12638561/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145565726","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-19DOI: 10.1186/s13089-025-00463-z
Davide Enrici Baion, Chiara Schettino, Lara Vita, Deborah Luison, Stefania Caprioli, Matteo Lombardo, Alberto La Ferrara, Francesca Locascio, Emanuela Galluzzo, Vittoria Ciampi, Aurora Ianiro, Davide Maserin, Francesco Malara, Noemi Urso, Fulvio Morello, Daniele Marchisio, Enrico Lupia, Emanuele Pivetta
Background: The primary aim of this study was to evaluate the feasibility of adding point-of-care ultrasound (POCUS) during the Emergency Department (ED) triage process. This prospective study enrolled two cohorts of adult patients presenting to the ED for a selected group of acute symptoms, previously selected on the basis of the presumed utility of POCUS during triage evaluation. The ED triage process was performed as recommended by the hospital guidelines or by including a nurse-performed POCUS evaluation. Only urgent or less codes were considered eligible for the study. The timing of all evaluations was recorded along with the opinion of the nurses involved in the study on the impact of POCUS results on the triage process. After ED discharge, the most appropriate triage code was determined by independent review of the triage data.
Results: A total of 312 patients were enrolled, 101 of whom were evaluated with the hospital standard triage process. Nine nurses with expertise in both ED triage and POCUS were involved in the study. The majority of the enrolled patients were deferrable or minor urgency (about 60% in both groups). The median time needed for the triage evaluation was 180 seconds (range 540), 90 seconds longer in the POCUS group than in the standard triage group (p < 0.01). Net reclassification index of POCUS-implemented compared with standard triage protocol was 8% and 5% for urgent and less urgent cases.
Conclusions: This small single site study suggests that POCUS is feasible during the ED triage and it is potentially useful by triage nurses. However, future studies are needed to confirm POCUS potential usefulness for a more accurate triage process.
{"title":"Feasibility of point-of-care ultrasound during the emergency department triage: a prospective cohort study.","authors":"Davide Enrici Baion, Chiara Schettino, Lara Vita, Deborah Luison, Stefania Caprioli, Matteo Lombardo, Alberto La Ferrara, Francesca Locascio, Emanuela Galluzzo, Vittoria Ciampi, Aurora Ianiro, Davide Maserin, Francesco Malara, Noemi Urso, Fulvio Morello, Daniele Marchisio, Enrico Lupia, Emanuele Pivetta","doi":"10.1186/s13089-025-00463-z","DOIUrl":"10.1186/s13089-025-00463-z","url":null,"abstract":"<p><strong>Background: </strong>The primary aim of this study was to evaluate the feasibility of adding point-of-care ultrasound (POCUS) during the Emergency Department (ED) triage process. This prospective study enrolled two cohorts of adult patients presenting to the ED for a selected group of acute symptoms, previously selected on the basis of the presumed utility of POCUS during triage evaluation. The ED triage process was performed as recommended by the hospital guidelines or by including a nurse-performed POCUS evaluation. Only urgent or less codes were considered eligible for the study. The timing of all evaluations was recorded along with the opinion of the nurses involved in the study on the impact of POCUS results on the triage process. After ED discharge, the most appropriate triage code was determined by independent review of the triage data.</p><p><strong>Results: </strong>A total of 312 patients were enrolled, 101 of whom were evaluated with the hospital standard triage process. Nine nurses with expertise in both ED triage and POCUS were involved in the study. The majority of the enrolled patients were deferrable or minor urgency (about 60% in both groups). The median time needed for the triage evaluation was 180 seconds (range 540), 90 seconds longer in the POCUS group than in the standard triage group (p < 0.01). Net reclassification index of POCUS-implemented compared with standard triage protocol was 8% and 5% for urgent and less urgent cases.</p><p><strong>Conclusions: </strong>This small single site study suggests that POCUS is feasible during the ED triage and it is potentially useful by triage nurses. However, future studies are needed to confirm POCUS potential usefulness for a more accurate triage process.</p>","PeriodicalId":36911,"journal":{"name":"Ultrasound Journal","volume":"17 1","pages":"60"},"PeriodicalIF":2.9,"publicationDate":"2025-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12630473/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145551311","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-19DOI: 10.1186/s13089-025-00462-0
Parker Dhillon, Brian Fabian Saway, Audrey Galimba, Rishishankar Suresh, Thomas Eckert, Max J Kerensky, Vikas N Vattipally, Patrick Kramer, Nicholas Theodore, Sunil Patel, Stephen Kalhorn
Background: While conventional imaging provides excellent structural detail of the spine, it cannot assess the mechanical properties of spinal tissue in real time. Ultrasound elastography (USE) is an emerging modality that quantifies tissue stiffness, offering a potential solution to this diagnostic gap. This review synthesizes the current evidence for the use of USE in spinal pathology.
Main body: A systematic review of the PubMed, Cochrane, and Web of Science databases was conducted in accordance with PRISMA guidelines, yielding seven primary studies, three clinical and four preclinical, published between 2015 and 2024. These studies, comprising preclinical and clinical data, demonstrate USE's ability to provide real-time, quantitative feedback. Key applications identified include quantifying tension relief in tethered cord syndrome, differentiating spinal tumors from healthy tissue based on stiffness values, and assessing the biomechanical severity of acute and chronic spinal cord injury. Shear wave elastography (SWE) was the predominant modality, proving superior to strain elastography (SE) for spinal applications.
Conclusion: USE is a powerful adjunct to traditional spinal imaging, providing unique functional data that can enhance intraoperative surgical precision and decision-making. While challenges such as depth penetration and operator standardization remain, continued research and technological innovation position USE to significantly improve diagnostic accuracy and surgical outcomes in spinal disease management.
背景:虽然传统影像学提供了脊柱的良好结构细节,但它不能实时评估脊柱组织的力学特性。超声弹性成像(USE)是一种量化组织刚度的新兴模式,为这一诊断空白提供了潜在的解决方案。这篇综述综合了目前在脊柱病理学中使用use的证据。正文:根据PRISMA指南对PubMed、Cochrane和Web of Science数据库进行了系统回顾,得出2015年至2024年间发表的7项主要研究,3项临床研究和4项临床前研究。这些研究包括临床前和临床数据,证明了USE提供实时定量反馈的能力。确定的关键应用包括量化脊髓栓系综合征的张力缓解,根据刚度值区分脊髓肿瘤和健康组织,以及评估急性和慢性脊髓损伤的生物力学严重程度。横波弹性成像(SWE)是主要的模式,证明优于应变弹性成像(SE)脊柱应用。结论:USE是传统脊柱成像的有力辅助,提供独特的功能数据,可以提高术中手术精度和决策。尽管深度渗透和操作人员标准化等挑战仍然存在,但持续的研究和技术创新使USE能够显著提高脊柱疾病管理的诊断准确性和手术效果。
{"title":"Intraoperative elastography and spinal surgery: a systematic review of current and future applications in clinical and preclinical models.","authors":"Parker Dhillon, Brian Fabian Saway, Audrey Galimba, Rishishankar Suresh, Thomas Eckert, Max J Kerensky, Vikas N Vattipally, Patrick Kramer, Nicholas Theodore, Sunil Patel, Stephen Kalhorn","doi":"10.1186/s13089-025-00462-0","DOIUrl":"10.1186/s13089-025-00462-0","url":null,"abstract":"<p><strong>Background: </strong>While conventional imaging provides excellent structural detail of the spine, it cannot assess the mechanical properties of spinal tissue in real time. Ultrasound elastography (USE) is an emerging modality that quantifies tissue stiffness, offering a potential solution to this diagnostic gap. This review synthesizes the current evidence for the use of USE in spinal pathology.</p><p><strong>Main body: </strong>A systematic review of the PubMed, Cochrane, and Web of Science databases was conducted in accordance with PRISMA guidelines, yielding seven primary studies, three clinical and four preclinical, published between 2015 and 2024. These studies, comprising preclinical and clinical data, demonstrate USE's ability to provide real-time, quantitative feedback. Key applications identified include quantifying tension relief in tethered cord syndrome, differentiating spinal tumors from healthy tissue based on stiffness values, and assessing the biomechanical severity of acute and chronic spinal cord injury. Shear wave elastography (SWE) was the predominant modality, proving superior to strain elastography (SE) for spinal applications.</p><p><strong>Conclusion: </strong>USE is a powerful adjunct to traditional spinal imaging, providing unique functional data that can enhance intraoperative surgical precision and decision-making. While challenges such as depth penetration and operator standardization remain, continued research and technological innovation position USE to significantly improve diagnostic accuracy and surgical outcomes in spinal disease management.</p>","PeriodicalId":36911,"journal":{"name":"Ultrasound Journal","volume":"17 1","pages":"59"},"PeriodicalIF":2.9,"publicationDate":"2025-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12630497/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145551266","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-11DOI: 10.1186/s13089-025-00466-w
Michael Breunig, Ryan Kingsley, Darrell Schroeder, Jason Kraus, Corbin Plooster, Tiffany Galush, Laura Boldenow, Taryn Ragaisis, Hannah Regan, Will M Schouten, Raheel Shafay, Meltiady Issa, Deanne T Kashiwagi
Background: Medical education commonly utilizes the "see one, do one" two-step approach for teaching psychomotor skills; however, recent evidence suggests that Peyton's four-step method leads to superior learning. There is limited evidence, and almost no high-quality studies, specifically evaluating the effect of Peyton's Four‑Step method on long-term retention of ultrasound/POCUS procedural skills. The purpose of this research project was to evaluate the effectiveness of Peyton's four-step method on teaching the POCUS psychomotor skills of image acquisition to novice learners. Additionally, this research project assessed the influence of Peyton's four-step method at three different points in time during the skill acquisition phase, in the setting of ongoing deliberate skill practice.
Methods: A single-blinded, repeated measures interventional study based on experimental design was completed. Physician Assistant students from one large academic medical center were randomized into a control group (using the two-step method) and intervention group (using Peyton's four-step method). Students were taught POCUS of the aorta, bladder, heart, lungs, and kidneys. Students' POCUS skills were assessed during the immediate, intermediate, and delayed learning phases. At each assessment, an organ-specific score and a total score were obtained. Scores were compared using a Wilcoxon rank sum test. An ordinal logistic regression analysis was performed using a generalized linear mixed model with a multinomial distribution and cumulative logit link function to assess the overall effect of Peyton's four-step method.
Results: Students who were taught using Peyton's method were found to have an increased likelihood of higher total scores compared to those taught using usual instruction (OR = 4.2, p = 0.003). Peyton's method was found to have increased likelihood of higher scores for cardiac (OR = 2.3, p = 0.032), lung (OR = 2.5, p = 0.034), and kidney (OR = 3.0, p = 0.015). Student performance statistically improved with Peyton's four-step method during the immediate (p = 0.031) and delayed (p = 0.011) skill acquisition phases, but not in the intermediate phase.
Conclusion: Peyton's four-step method improves overall psychomotor skill acquisition for POCUS. Peyton's four-step method specifically improved psychomotor skills in the immediate skill acquisition phase and the delayed skill acquisition phase. The benefit of Peyton's four-step method was more prominent in POCUS applications with higher complexity.
背景:医学教育普遍采用“看一做一”两步法进行精神运动技能教学;然而,最近的证据表明,佩顿的四步法导致卓越的学习。证据有限,几乎没有高质量的研究专门评估Peyton四步法对超声/POCUS手术技能长期保留的影响。本研究旨在评估Peyton四步法在新学习者POCUS图像获取精神运动技能教学中的有效性。此外,本研究项目评估了Peyton四步法在技能习得阶段的三个不同时间点的影响,在持续的刻意技能练习的背景下。方法:采用基于实验设计的单盲、重复测量介入研究。来自一个大型学术医疗中心的医师助理学生被随机分为对照组(使用两步法)和干预组(使用佩顿的四步法)。学生们学习了主动脉、膀胱、心脏、肺和肾脏的POCUS。在即时、中期和延迟学习阶段对学生的POCUS技能进行评估。在每次评估中,获得器官特异性评分和总分。使用Wilcoxon秩和检验比较得分。采用具有多项分布和累积logit链接函数的广义线性混合模型进行有序逻辑回归分析,评估Peyton四步法的总体效果。结果:与使用常规教学的学生相比,使用Peyton方法教学的学生获得更高总分的可能性增加(OR = 4.2, p = 0.003)。Peyton方法在心脏(OR = 2.3, p = 0.032)、肺(OR = 2.5, p = 0.034)和肾(OR = 3.0, p = 0.015)方面得分较高的可能性增加。Peyton四步法在立即(p = 0.031)和延迟(p = 0.011)技能习得阶段的学生表现有统计学上的改善,但在中间阶段没有。结论:Peyton四步法提高了POCUS患者的整体精神运动技能习得。Peyton的四步法在即时技能习得阶段和延迟技能习得阶段显著提高了精神运动技能。Peyton四步法的优势在复杂度较高的POCUS应用中更为突出。
{"title":"The effect of Peyton's four-step method for teaching point-of-care ultrasound psychomotor skills: an experimental study.","authors":"Michael Breunig, Ryan Kingsley, Darrell Schroeder, Jason Kraus, Corbin Plooster, Tiffany Galush, Laura Boldenow, Taryn Ragaisis, Hannah Regan, Will M Schouten, Raheel Shafay, Meltiady Issa, Deanne T Kashiwagi","doi":"10.1186/s13089-025-00466-w","DOIUrl":"10.1186/s13089-025-00466-w","url":null,"abstract":"<p><strong>Background: </strong>Medical education commonly utilizes the \"see one, do one\" two-step approach for teaching psychomotor skills; however, recent evidence suggests that Peyton's four-step method leads to superior learning. There is limited evidence, and almost no high-quality studies, specifically evaluating the effect of Peyton's Four‑Step method on long-term retention of ultrasound/POCUS procedural skills. The purpose of this research project was to evaluate the effectiveness of Peyton's four-step method on teaching the POCUS psychomotor skills of image acquisition to novice learners. Additionally, this research project assessed the influence of Peyton's four-step method at three different points in time during the skill acquisition phase, in the setting of ongoing deliberate skill practice.</p><p><strong>Methods: </strong>A single-blinded, repeated measures interventional study based on experimental design was completed. Physician Assistant students from one large academic medical center were randomized into a control group (using the two-step method) and intervention group (using Peyton's four-step method). Students were taught POCUS of the aorta, bladder, heart, lungs, and kidneys. Students' POCUS skills were assessed during the immediate, intermediate, and delayed learning phases. At each assessment, an organ-specific score and a total score were obtained. Scores were compared using a Wilcoxon rank sum test. An ordinal logistic regression analysis was performed using a generalized linear mixed model with a multinomial distribution and cumulative logit link function to assess the overall effect of Peyton's four-step method.</p><p><strong>Results: </strong>Students who were taught using Peyton's method were found to have an increased likelihood of higher total scores compared to those taught using usual instruction (OR = 4.2, p = 0.003). Peyton's method was found to have increased likelihood of higher scores for cardiac (OR = 2.3, p = 0.032), lung (OR = 2.5, p = 0.034), and kidney (OR = 3.0, p = 0.015). Student performance statistically improved with Peyton's four-step method during the immediate (p = 0.031) and delayed (p = 0.011) skill acquisition phases, but not in the intermediate phase.</p><p><strong>Conclusion: </strong>Peyton's four-step method improves overall psychomotor skill acquisition for POCUS. Peyton's four-step method specifically improved psychomotor skills in the immediate skill acquisition phase and the delayed skill acquisition phase. The benefit of Peyton's four-step method was more prominent in POCUS applications with higher complexity.</p>","PeriodicalId":36911,"journal":{"name":"Ultrasound Journal","volume":"17 1","pages":"58"},"PeriodicalIF":2.9,"publicationDate":"2025-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12605846/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145490608","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}