Cargando…

Clinically Feasible and Accurate View Classification of Echocardiographic Images Using Deep Learning

A proper echocardiographic study requires several video clips recorded from different acquisition angles for observation of the complex cardiac anatomy. However, these video clips are not necessarily labeled in a database. Identification of the acquired view becomes the first step of analyzing an ec...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kusunose, Kenya, Haga, Akihiro, Inoue, Mizuki, Fukuda, Daiju, Yamada, Hirotsugu, Sata, Masataka
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7277840/ https://www.ncbi.nlm.nih.gov/pubmed/32344829 http://dx.doi.org/10.3390/biom10050665

Ejemplares similares

Identifying the extent of oral fluid droplets on echocardiographic machine consoles in COVID-19 era
por: Kusunose, Kenya, et al.
Publicado: (2020)

Deep Learning Analysis of Echocardiographic Images to Predict Positive Genotype in Patients With Hypertrophic Cardiomyopathy
por: Morita, Sae X., et al.
Publicado: (2021)

Rivaroxaban, a specific FXa inhibitor, improved endothelium-dependent relaxation of aortic segments in diabetic mice
por: Pham, Phuong Tran, et al.
Publicado: (2019)

Canagliflozin Prevents Diabetes-Induced Vascular Dysfunction in ApoE-Deficient Mice
por: Rahadian, Arief, et al.
Publicado: (2020)

Diastolic Mitral Regurgitation on Color M-Mode Echocardiography in a Patient With Complete Atrioventricular Block
por: Tani, Akihiro, et al.
Publicado: (2020)

Inhibition of S1P Receptor 2 Attenuates Endothelial Dysfunction and Inhibits Atherogenesis in Apolipoprotein E-Deficient Mice
por: Ganbaatar, Byambasuren, et al.
Publicado: (2021)

How to standardize the measurement of left ventricular ejection fraction
por: Kusunose, Kenya, et al.
Publicado: (2021)

Deleterious Effects of Epicardial Adipose Tissue Volume on Global Longitudinal Strain in Patients With Preserved Left Ventricular Ejection Fraction
por: Maimaituxun, Gulinu, et al.
Publicado: (2021)

Pemafibrate, A Novel Selective Peroxisome Proliferator-Activated Receptor α Modulator, Reduces Plasma Eicosanoid Levels and Ameliorates Endothelial Dysfunction in Diabetic Mice
por: Suto, Kumiko, et al.
Publicado: (2021)

Activation of Toll-Like Receptor 9 Impairs Blood Flow Recovery After Hind-Limb Ischemia
por: Nishimoto, Sachiko, et al.
Publicado: (2018)

Clinical course and decision‐making in heart failure by preload stress echocardiography: a preliminary study
por: Kusunose, Kenya, et al.
Publicado: (2022)

Artificial intelligence-assisted interpretation of systolic function by echocardiogram
por: Yamaguchi, Natsumi, et al.
Publicado: (2023)

Comparison of carotid plaque tissue characteristics in patients with acute coronary syndrome or stable angina pectoris: assessment by iPlaque, transcutaneous carotid ultrasonography with integrated backscatter analysis
por: Bando, Mika, et al.
Publicado: (2015)

A Selective Mineralocorticoid Receptor Blocker, Esaxerenone, Attenuates Vascular Dysfunction in Diabetic C57BL/6 Mice
por: Munkhjargal, Uugantsetseg, et al.
Publicado: (2023)

Use of Echocardiography and Heart Failure In-Hospital Mortality from Registry Data in Japan
por: Kusunose, Kenya, et al.
Publicado: (2021)

Impact of cancer on short-term in-hospital mortality after primary acute myocardial infarction
por: Zheng, Robert, et al.
Publicado: (2021)

Clinical clerkship students’ preferences and satisfaction regarding online lectures during the COVID-19 pandemic
por: Yagi, Shusuke, et al.
Publicado: (2022)

Deep learning to predict elevated pulmonary artery pressure in patients with suspected pulmonary hypertension using standard chest X ray
por: Kusunose, Kenya, et al.
Publicado: (2020)

Acute Hospital Mortality of Venous Thromboembolism in Patients With Cancer From Registry Data
por: Okushi, Yuichiro, et al.
Publicado: (2021)

Effect of sitagliptin on the echocardiographic parameters of left ventricular diastolic function in patients with type 2 diabetes: a subgroup analysis of the PROLOGUE study
por: Yamada, Hirotsugu, et al.
Publicado: (2017)

Deep Learning for Detection of Exercise-Induced Pulmonary Hypertension Using Chest X-Ray Images
por: Kusunose, Kenya, et al.
Publicado: (2022)

Deep learning approach for analyzing chest x-rays to predict cardiac events in heart failure
por: Kusunose, Kenya, et al.
Publicado: (2023)

Cardiac reserve by 6-minute walk stress echocardiography in systemic sclerosis
por: Arase, Miharu, et al.
Publicado: (2021)

Association between Vitamin D and Heart Failure Mortality in 10,974 Hospitalized Individuals
por: Kusunose, Kenya, et al.
Publicado: (2021)

Effects of L-/N-Type Calcium Channel Blockers on Angiotensin II–Renin Feedback in Hypertensive Patients
por: Kawabata, Yutaka, et al.
Publicado: (2020)

Frontiers of inflammatory disease research: inflammation in cardiovascular–cerebral diseases
por: Fukuda, Daiju, et al.
Publicado: (2021)

Classification of chest X-ray images by incorporation of medical domain knowledge into operation branch networks
por: Tsuji, Takumasa, et al.
Publicado: (2023)

Evaluation of the input site and characteristics of the antegrade fast pathway based on three-dimensional bi-atrial stimulus-ventricle mapping
por: Matsumoto, Kazuhisa, et al.
Publicado: (2021)

Fast and accurate view classification of echocardiograms using deep learning
por: Madani, Ali, et al.
Publicado: (2018)

Plasma brain natriuretic peptide levels are elevated in patients with cancer
por: Bando, Sachiko, et al.
Publicado: (2017)

Emerging roles of Toll-like receptor 9 in cardiometabolic disorders
por: Nishimoto, Sachiko, et al.
Publicado: (2020)

Expanding role of deoxyribonucleic acid-sensing mechanism in the development of lifestyle-related diseases
por: Nishimoto, Sachiko, et al.
Publicado: (2022)

Erratum to: ‘Reduced ratio of eicosapentaenoic acid and docosahexaenoic acid to arachidonic acid is associated with early onset of acute coronary syndrome’
por: Yagi, Shusuke, et al.
Publicado: (2015)

Reduced ratio of eicosapentaenoic acid and docosahexaenoic acid to arachidonic acid is associated with early onset of acute coronary syndrome
por: Yagi, Shusuke, et al.
Publicado: (2015)

Infective Endocarditis from Furuncle with Meningitis Complication Caused by Methicillin-resistant Staphylococcus aureus
por: Yagi, Shusuke, et al.
Publicado: (2021)

Gender disparities in the association between epicardial adipose tissue volume and coronary atherosclerosis: A 3-dimensional cardiac computed tomography imaging study in Japanese subjects
por: Dagvasumberel, Munkhbaatar, et al.
Publicado: (2012)

Emerging Roles of the Innate Immune System Regulated by DNA Sensors in the Development of Vascular and Metabolic Diseases
por: Fukuda, Daiju, et al.
Publicado: (2022)

Effect of febuxostat on left ventricular diastolic function in patients with asymptomatic hyperuricemia: a sub analysis of the PRIZE Study
por: Kusunose, Kenya, et al.
Publicado: (2021)

Improvement of global longitudinal strain following high-dose chemotherapy and autologous peripheral blood stem cell transplantation in patients with amyloid light-chain cardiac amyloidosis: a case report
por: Hirata, Yukina, et al.
Publicado: (2019)

Canagliflozin reduces epicardial fat in patients with type 2 diabetes mellitus
por: Yagi, Shusuke, et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_dp0sm7gvsqskee7f1gm8al3mjp