European heart journal. Imaging methods and practice最新文献

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Left atrial myxoma associated with multivessel coronary embolism confirmed by cardiac magnetic resonance imaging: a case of myocardial infarction with non-obstructive coronary arteries. 心脏磁共振成像证实左心房肌瘤伴有多支冠状动脉栓塞:一例冠状动脉无阻塞的心肌梗死病例。
European heart journal. Imaging methods and practice Pub Date : 2024-12-02 eCollection Date: 2024-07-01 DOI: 10.1093/ehjimp/qyae124
Annalisa Pasquini, Andrea Caffè, Monica Filice, Rosa Lillo, Rocco Antonio Montone, Giovanni Alfonso Chiariello, Natalia Pavone, Marialisa Nesta, Maria Grandinetti, Piergiorgio Bruno, Francesco Burzotta, Massimo Massetti
{"title":"Left atrial myxoma associated with multivessel coronary embolism confirmed by cardiac magnetic resonance imaging: a case of myocardial infarction with non-obstructive coronary arteries.","authors":"Annalisa Pasquini, Andrea Caffè, Monica Filice, Rosa Lillo, Rocco Antonio Montone, Giovanni Alfonso Chiariello, Natalia Pavone, Marialisa Nesta, Maria Grandinetti, Piergiorgio Bruno, Francesco Burzotta, Massimo Massetti","doi":"10.1093/ehjimp/qyae124","DOIUrl":"10.1093/ehjimp/qyae124","url":null,"abstract":"<p><strong>Aims: </strong>Explore the diagnostic value of multimodal imaging in identifying considerably rare causes of myocardial infarction.</p><p><strong>Methods and results: </strong>We report a case of myocardial infarction with non-obstructive coronary arteries (MINOCA) probably due to coronary embolism associated with a left atrial myxoma. A 56-year-old male presented with non-ST-elevation myocardial infarction, with coronary angiography showing mild coronary atherosclerosis without significant epicardial stenosis. Transthoracic echocardiography and cardiac magnetic resonance imaging (CMR) revealed a large left atrial mass, suspected to be an atrial myxoma. CMR also showed an ischaemic pattern involving multiple coronary territories, suggesting coronary embolism as the cause of the MINOCA. The patient underwent successful surgical excision of the left atrial mass, and histopathology confirmed the diagnosis of cardiac myxoma.</p><p><strong>Conclusions: </strong>This case highlights the relevance of CMR in detecting ischaemic patterns in patients with a working diagnosis of MINOCA and underlines the diagnostic value of multimodal imaging in identifying considerably rare causes of myocardial infarction, such as myxoma-associated coronary embolism.</p>","PeriodicalId":94317,"journal":{"name":"European heart journal. Imaging methods and practice","volume":"2 3","pages":"qyae124"},"PeriodicalIF":0.0,"publicationDate":"2024-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11852255/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143506749","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}
引用次数: 0
Ultra-low-dose coronary computed tomography angiography using photon-counting detector computed tomography. 超低剂量冠状动脉计算机断层造影使用光子计数检测器计算机断层。
European heart journal. Imaging methods and practice Pub Date : 2024-11-27 eCollection Date: 2024-07-01 DOI: 10.1093/ehjimp/qyae125
Suguru Araki, Satoshi Nakamura, Masafumi Takafuji, Yasutaka Ichikawa, Hajime Sakuma, Kakuya Kitagawa
{"title":"Ultra-low-dose coronary computed tomography angiography using photon-counting detector computed tomography.","authors":"Suguru Araki, Satoshi Nakamura, Masafumi Takafuji, Yasutaka Ichikawa, Hajime Sakuma, Kakuya Kitagawa","doi":"10.1093/ehjimp/qyae125","DOIUrl":"10.1093/ehjimp/qyae125","url":null,"abstract":"<p><strong>Aims: </strong>Photon-counting detector computed tomography (PCD-CT), which allows the exclusion of electronic noise, shows promise for significant dose reduction in coronary CT angiography (CCTA). This study aimed to assess the radiation dose and image quality of CCTA using PCD-CT, combined with high-pitch helical scanning and an ultra-low tube potential of 70 kVp, and investigate the effect of a sharp kernel on image quality and stenosis assessment in such an ultra-low-dose CCTA setting.</p><p><strong>Methods and results: </strong>Forty patients (65% male) with stable heart rates and no prior coronary interventions were included. Data on CT dose index volume (CTDIvol) and dose-length product (DLP) were collected, with effective radiation dose estimated using a conversion factor of 0.014. Images were reconstructed using kernels of Bv64 and Bv40 for image quality and stenosis assessment. The mean CTDIvol, DLP, and effective dose of CCTA were 1.72 ± 0.38 mGy, 29.1 ± 6.8 mGy·cm, and 0.41 ± 0.09 mSv, respectively. Image quality was similar (<i>P</i> = 0.75) between the two kernels, with over 95% of segments achieving a rating of good image quality for both kernels. The per-segment stenosis score distribution between Bv40 and Bv64 reconstruction images showed significant differences for both non-calcified and calcified plaques (<i>P</i> < 0.001 for both).</p><p><strong>Conclusion: </strong>PCD-CT technology with high-pitch helical scanning and the tube potential of 70 kVp can provide CCTA with ultra-low radiation exposure (DLP, 29 mGy·cm). The noise reduction capability of PCD-CT allows the use of a sharp kernel even in this low-dose CCTA setting without compromising image quality, potentially improving the evaluation of coronary artery stenosis.</p>","PeriodicalId":94317,"journal":{"name":"European heart journal. Imaging methods and practice","volume":"2 3","pages":"qyae125"},"PeriodicalIF":0.0,"publicationDate":"2024-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11631184/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142808968","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}
引用次数: 0
Guidelines at a crossroad: comparing European and American guidelines regarding the use of imaging in peripheral vascular arterial disease and aortic disease. 十字路口的指南:比较欧洲和美国关于外周血管疾病和主动脉疾病影像学应用的指南
European heart journal. Imaging methods and practice Pub Date : 2024-11-27 eCollection Date: 2024-07-01 DOI: 10.1093/ehjimp/qyae123
Riccardo Liga, Aurelien Hostalrich, Alessia Gimelli, Jean-Baptiste Ricco
{"title":"Guidelines at a crossroad: comparing European and American guidelines regarding the use of imaging in peripheral vascular arterial disease and aortic disease.","authors":"Riccardo Liga, Aurelien Hostalrich, Alessia Gimelli, Jean-Baptiste Ricco","doi":"10.1093/ehjimp/qyae123","DOIUrl":"10.1093/ehjimp/qyae123","url":null,"abstract":"<p><p>This review examines the differences and similarities between the European and American guidelines concerning the use of imaging in the diagnosis and management of peripheral arterial disease (PAD) and aortic disease. PAD and aortic conditions contribute significantly to global cardiovascular morbidity and mortality; yet, they are often underdiagnosed and undertreated. Imaging plays a critical role in addressing this gap, with the European Society of Cardiology and American Cardiac Society offering different approaches to diagnostic and interventional imaging modalities. The review highlights that while both guidelines endorse duplex ultrasound as the first-line imaging method for PAD, discrepancies arise in the use of advanced modalities such as computed tomography angiography and magnetic resonance angiography. The European guidelines adopts a more conservative approach, reserving these advanced techniques for specific clinical scenarios, whereas the American guidelines places a stronger emphasis on comprehensive imaging for all patients with suspected PAD. The review also compares the guidelines on aortic disease, noting consensus on the role of computed tomography angiography and magnetic resonance angiography for aortic aneurysm diagnosis, but with differences in the emphasis on transoesophageal echocardiography, which is more strongly recommended by the American guidelines for acute cases. The manuscript calls for harmonization of these guidelines to streamline clinical practice and improve patient outcomes.</p>","PeriodicalId":94317,"journal":{"name":"European heart journal. Imaging methods and practice","volume":"2 3","pages":"qyae123"},"PeriodicalIF":0.0,"publicationDate":"2024-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11632527/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142815451","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}
引用次数: 0
Image-guided percutaneous revascularization of the coronary arteries. 图像引导下经皮冠状动脉血运重建术。
European heart journal. Imaging methods and practice Pub Date : 2024-11-23 eCollection Date: 2024-07-01 DOI: 10.1093/ehjimp/qyae122
Mirvat Alasnag, Fawaz Bardooli, Tom Johnson, Alexander G Truesdell
{"title":"Image-guided percutaneous revascularization of the coronary arteries.","authors":"Mirvat Alasnag, Fawaz Bardooli, Tom Johnson, Alexander G Truesdell","doi":"10.1093/ehjimp/qyae122","DOIUrl":"10.1093/ehjimp/qyae122","url":null,"abstract":"<p><p>The European Society of Cardiology recently updated guidelines on the management of chronic coronary syndromes upgrading the use of intracoronary imaging for complex percutaneous coronary interventions (PCI) to a class 1A recommendation. It is essential that the interventional community appreciate the additive value of intracoronary imaging over angiography alone-not only to obtain optimal acute PCI results but also to improve longer-term cardiovascular outcomes. The purpose of this manuscript is to review the latest evidence that informed the recent guideline recommendations and expand on the specific role of the different imaging modalities before, during, and after PCI.</p>","PeriodicalId":94317,"journal":{"name":"European heart journal. Imaging methods and practice","volume":"2 3","pages":"qyae122"},"PeriodicalIF":0.0,"publicationDate":"2024-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11632525/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142815452","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}
引用次数: 0
Multimodality imaging challenge: differentiating a pleiomorphic sarcoma of the left atrial appendage from a thrombus. 多模态成像挑战:左心房阑尾多形性肉瘤与血栓的鉴别。
European heart journal. Imaging methods and practice Pub Date : 2024-11-18 eCollection Date: 2024-07-01 DOI: 10.1093/ehjimp/qyae119
Michiel Lembrechts, Guy Vandenplas, Philippe Vanduynhoven, Elke De Vuyst
{"title":"Multimodality imaging challenge: differentiating a pleiomorphic sarcoma of the left atrial appendage from a thrombus.","authors":"Michiel Lembrechts, Guy Vandenplas, Philippe Vanduynhoven, Elke De Vuyst","doi":"10.1093/ehjimp/qyae119","DOIUrl":"10.1093/ehjimp/qyae119","url":null,"abstract":"","PeriodicalId":94317,"journal":{"name":"European heart journal. Imaging methods and practice","volume":"2 3","pages":"qyae119"},"PeriodicalIF":0.0,"publicationDate":"2024-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11642600/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142831604","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}
引用次数: 0
Echocardiographer-guided transjugular three-dimensional intracardiac echocardiography in combination with transoesophageal echocardiography enhances the image quality during tricuspid valve repair procedures. 超声心动图引导下经颈静脉三维心内超声心动图与经食管超声心动图结合可提高三尖瓣修复过程中的图像质量。
European heart journal. Imaging methods and practice Pub Date : 2024-11-09 eCollection Date: 2024-07-01 DOI: 10.1093/ehjimp/qyae118
Massimiliano Mariani, Michela Bonanni, Rachele Manzo, Rosangela Capasso, Luigi Emilio Pastormerlo, Marcello Ravani, Tommaso Gasbarri, Umberto Paradossi, Sergio Berti
{"title":"Echocardiographer-guided transjugular three-dimensional intracardiac echocardiography in combination with transoesophageal echocardiography enhances the image quality during tricuspid valve repair procedures.","authors":"Massimiliano Mariani, Michela Bonanni, Rachele Manzo, Rosangela Capasso, Luigi Emilio Pastormerlo, Marcello Ravani, Tommaso Gasbarri, Umberto Paradossi, Sergio Berti","doi":"10.1093/ehjimp/qyae118","DOIUrl":"10.1093/ehjimp/qyae118","url":null,"abstract":"","PeriodicalId":94317,"journal":{"name":"European heart journal. Imaging methods and practice","volume":"2 3","pages":"qyae118"},"PeriodicalIF":0.0,"publicationDate":"2024-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11630000/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142808967","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}
引用次数: 0
Severe concentric hypertrophy after cardiac arrest makes support with ECPELLA® impossible. 心脏骤停后出现严重的同心性肥大,无法使用 ECPELLA® 支持。
European heart journal. Imaging methods and practice Pub Date : 2024-10-30 eCollection Date: 2024-07-01 DOI: 10.1093/ehjimp/qyae112
Maria Vidal-Burdeus, Eduard Argudo, Imanol Otaegui-Irureta, Jordi Riera-Del Brio, Aitor Uribarri
{"title":"Severe concentric hypertrophy after cardiac arrest makes support with ECPELLA® impossible.","authors":"Maria Vidal-Burdeus, Eduard Argudo, Imanol Otaegui-Irureta, Jordi Riera-Del Brio, Aitor Uribarri","doi":"10.1093/ehjimp/qyae112","DOIUrl":"https://doi.org/10.1093/ehjimp/qyae112","url":null,"abstract":"","PeriodicalId":94317,"journal":{"name":"European heart journal. Imaging methods and practice","volume":"2 3","pages":"qyae112"},"PeriodicalIF":0.0,"publicationDate":"2024-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11578546/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142684066","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}
引用次数: 0
How to address the coronaries in TAVI candidates: can the need for revascularization be safely determined by CT angiography only? 如何处理 TAVI 候选者的冠状动脉:仅通过 CT 血管造影能否安全地确定是否需要进行血管再通术?
European heart journal. Imaging methods and practice Pub Date : 2024-10-28 eCollection Date: 2024-04-01 DOI: 10.1093/ehjimp/qyae096
Katharina Theresa Julia Mascherbauer, Gudrun Lamm, Andreas Anselm Kammerlander, Maximilian Will, Christian Nitsche, Roya Anahita Mousavi, Caglayan Demirel, Philipp Emanuel Bartko, Konstantin Schwarz, Christian Hengstenberg, Julia Mascherbauer
{"title":"How to address the coronaries in TAVI candidates: can the need for revascularization be safely determined by CT angiography only?","authors":"Katharina Theresa Julia Mascherbauer, Gudrun Lamm, Andreas Anselm Kammerlander, Maximilian Will, Christian Nitsche, Roya Anahita Mousavi, Caglayan Demirel, Philipp Emanuel Bartko, Konstantin Schwarz, Christian Hengstenberg, Julia Mascherbauer","doi":"10.1093/ehjimp/qyae096","DOIUrl":"https://doi.org/10.1093/ehjimp/qyae096","url":null,"abstract":"<p><p>Coronary artery disease (CAD) remains one of the most frequent comorbidities among transcatheter aortic valve implantation (TAVI) candidates. Whether routine assessment of CAD by invasive coronary angiography (CA) and eventual peri-procedural percutaneous coronary intervention (PCI) is generally beneficial in TAVI patients has recently been heavily questioned. CA carries significant risks, such as kidney injury, bleeding, and prolonged hospital stay, and may frequently be unnecessary if significant stenoses of the proximal coronary segments can be ruled out on computed tomography angiography. Moreover, the benefits of pre-emptive coronary revascularization at the time of TAVI are not well defined. Despite these facts and weak guideline recommendations, CA and eventual PCI of stable significant coronary lesions at the time of TAVI remain common practice. However, ongoing randomized trials currently challenge the efficacy of such strategies to enable a more streamlined, individualized, and resource-sparing treatment with TAVI.</p>","PeriodicalId":94317,"journal":{"name":"European heart journal. Imaging methods and practice","volume":"2 2","pages":"qyae096"},"PeriodicalIF":0.0,"publicationDate":"2024-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11518922/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142549850","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}
引用次数: 0
Artificial intelligence-enabled reconstruction of the right ventricular pressure curve using the peak pressure value: a proof-of-concept study.
European heart journal. Imaging methods and practice Pub Date : 2024-10-28 eCollection Date: 2024-10-01 DOI: 10.1093/ehjimp/qyae099
Ádám Szijártó, Alina Nicoara, Mihai Podgoreanu, Márton Tokodi, Alexandra Fábián, Béla Merkely, András Sárkány, Zoltán Tősér, Sergio Caravita, Claudia Baratto, Michele Tomaselli, Denisa Muraru, Luigi Paolo Badano, Bálint Lakatos, Attila Kovács
{"title":"Artificial intelligence-enabled reconstruction of the right ventricular pressure curve using the peak pressure value: a proof-of-concept study.","authors":"Ádám Szijártó, Alina Nicoara, Mihai Podgoreanu, Márton Tokodi, Alexandra Fábián, Béla Merkely, András Sárkány, Zoltán Tősér, Sergio Caravita, Claudia Baratto, Michele Tomaselli, Denisa Muraru, Luigi Paolo Badano, Bálint Lakatos, Attila Kovács","doi":"10.1093/ehjimp/qyae099","DOIUrl":"10.1093/ehjimp/qyae099","url":null,"abstract":"<p><strong>Aims: </strong>Conventional echocardiographic parameters of right ventricular (RV) function are afterload-dependent. Therefore, incorporating RV pressures may enable the formulation of new parameters that reflect intrinsic RV function accurately. Accordingly, we sought to develop an artificial intelligence-based method to reconstruct the RV pressure curve based on the peak RV pressure.</p><p><strong>Methods and results: </strong>We invasively acquired RV pressure in 29 heart failure patients before and after implanting a left ventricular (LV) assist device. Using these tracings, we trained various machine learning models to reconstruct the RV pressure curve of the entire cardiac cycle based on the peak value of the curve. The best-performing model was compared with two other methods that estimated RV pressures based on a reference LV and RV pressure curve, respectively. Seventeen consecutive patients from another centre who underwent right heart catheterization and simultaneous echocardiography served as an external validation cohort. Among the evaluated algorithms, multilayer perceptron (MLP) achieved the best performance with an <i>R</i> <sup>2</sup> of 0.887 (0.834-0.941). The RV and LV reference curve-based methods achieved <i>R</i> <sup>2</sup> values of 0.879 (0.815-0.943) and 0.636 (0.500-0.771), respectively. During external validation, MLP exhibited similarly good performance [<i>R</i> <sup>2</sup> 0.911 (0.873-0.948)], which decreased only modestly if the echocardiography-derived peak RV pressure was used instead of the invasively measured peak RV pressure [<i>R</i> <sup>2</sup> 0.802 (0.694-0.909)].</p><p><strong>Conclusions: </strong>The proposed method enables the reconstruction of the RV pressure curve using only the peak value as input. Thus, it may serve as a fundamental component for developing new echocardiographic tools targeting the afterload-adjusted assessment of RV function.</p>","PeriodicalId":94317,"journal":{"name":"European heart journal. Imaging methods and practice","volume":"2 4","pages":"qyae099"},"PeriodicalIF":0.0,"publicationDate":"2024-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11959175/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143766284","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}
引用次数: 0
Feasibility validation of automatic diagnosis of mitral valve prolapse from multi-view echocardiographic sequences based on deep neural network. 基于深度神经网络从多视角超声心动图序列自动诊断二尖瓣脱垂的可行性验证。
European heart journal. Imaging methods and practice Pub Date : 2024-10-28 eCollection Date: 2024-10-01 DOI: 10.1093/ehjimp/qyae086
Zijian Wu, Zhenyi Ge, Zhengdan Ge, Yumeng Xing, Weipeng Zhao, Lili Dong, Yongshi Wang, Dehong Kong, Chunqiang Hu, Yixiu Liang, Haiyan Chen, Wufeng Xue, Cuizhen Pan, Dong Ni, Xianhong Shu
{"title":"Feasibility validation of automatic diagnosis of mitral valve prolapse from multi-view echocardiographic sequences based on deep neural network.","authors":"Zijian Wu, Zhenyi Ge, Zhengdan Ge, Yumeng Xing, Weipeng Zhao, Lili Dong, Yongshi Wang, Dehong Kong, Chunqiang Hu, Yixiu Liang, Haiyan Chen, Wufeng Xue, Cuizhen Pan, Dong Ni, Xianhong Shu","doi":"10.1093/ehjimp/qyae086","DOIUrl":"https://doi.org/10.1093/ehjimp/qyae086","url":null,"abstract":"<p><strong>Aims: </strong>To address the limitations of traditional diagnostic methods for mitral valve prolapse (MVP), specifically fibroelastic deficiency (FED) and Barlow's disease (BD), by introducing an automated diagnostic approach utilizing multi-view echocardiographic sequences and deep learning.</p><p><strong>Methods and results: </strong>An echocardiographic data set, collected from Zhongshan Hospital, Fudan University, containing apical 2 chambers (A2C), apical 3 chambers (A3C), and apical 4 chambers (A4C) views, was employed to train the deep learning models. We separately trained view-specific and view-agnostic deep neural network models, which were denoted as MVP-VS and MVP view-agonistic (VA), for MVP diagnosis. Diagnostic accuracy, precision, sensitivity, F1-score, and specificity were evaluated for both BD and FED phenotypes. MVP-VS demonstrated an overall diagnostic accuracy of 0.94 for MVP. In the context of BD diagnosis, precision, sensitivity, F1-score, and specificity were 0.83, 1.00, 0.90, and 0.92, respectively. For FED diagnosis, the metrics were 1.00, 0.83, 0.91, and 1.00. MVP-VA exhibited an overall accuracy of 0.95, with BD-specific metrics of 0.85, 1.00, 0.92, and 0.94 and FED-specific metrics of 1.00, 0.83, 0.91, and 1.00. In particular, the MVP-VA model using mixed views for training demonstrated efficient diagnostic performance, eliminating the need for repeated development of MVP-VS models and improving the efficiency of the clinical pipeline by using arbitrary views in the deep learning model.</p><p><strong>Conclusion: </strong>This study pioneers the integration of artificial intelligence into MVP diagnosis and demonstrates the effectiveness of deep neural networks in overcoming the challenges of traditional diagnostic methods. The efficiency and accuracy of the proposed automated approach suggest its potential for clinical applications in the diagnosis of valvular heart disease.</p>","PeriodicalId":94317,"journal":{"name":"European heart journal. Imaging methods and practice","volume":"2 4","pages":"qyae086"},"PeriodicalIF":0.0,"publicationDate":"2024-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11519029/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142549851","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}
引用次数: 0
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