1.An attention-guided network for bilateral ventricular segmentation in pediatric echocardiography.
Jun PANG ; Yongxiong WANG ; Lijun CHEN ; Jiapeng ZHANG ; Jinlong LIU ; Gang PEI
Journal of Biomedical Engineering 2023;40(5):928-937
Accurate segmentation of pediatric echocardiograms is a challenging task, because significant heart-size changes with age and faster heart rate lead to more blurred boundaries on cardiac ultrasound images compared with adults. To address these problems, a dual decoder network model combining channel attention and scale attention is proposed in this paper. Firstly, an attention-guided decoder with deep supervision strategy is used to obtain attention maps for the ventricular regions. Then, the generated ventricular attention is fed back to multiple layers of the network through skip connections to adjust the feature weights generated by the encoder and highlight the left and right ventricular areas. Finally, a scale attention module and a channel attention module are utilized to enhance the edge features of the left and right ventricles. The experimental results demonstrate that the proposed method in this paper achieves an average Dice coefficient of 90.63% in acquired bilateral ventricular segmentation dataset, which is better than some conventional and state-of-the-art methods in the field of medical image segmentation. More importantly, the method has a more accurate effect in segmenting the edge of the ventricle. The results of this paper can provide a new solution for pediatric echocardiographic bilateral ventricular segmentation and subsequent auxiliary diagnosis of congenital heart disease.
Adult
;
Humans
;
Child
;
Heart Ventricles/diagnostic imaging*
;
Echocardiography
;
Image Processing, Computer-Assisted
2.Characteristics of the left heart structure and function in 86 term neonates with intrauterine growth restriction.
Mo-Qi LI ; Ying-Xue DING ; Hong CUI ; Li-Na JIANG ; Zi-Wei WANG ; Yan-Ru LAI ; Bai-Hong LI ; Wen-Hong DING
Chinese Journal of Contemporary Pediatrics 2023;25(10):1016-1021
OBJECTIVES:
To study the left heart structure and functional characteristics of term neonates with intrauterine growth restriction (IUGR).
METHODS:
This study included 86 term neonates with IUGR admitted to the Neonatal Ward of Beijing Friendship Hospital, Capital Medical University from January 2019 to January 2022 as the IUGR group, as well as randomly selected 86 term neonates without IUGR born during the same period as the non-IUGR group. The clinical data and echocardiographic data were compared between the two groups.
RESULTS:
The analysis of left heart structure and function showed that compared with the non-IUGR group, the IUGR group had significantly lower left ventricular mass, left ventricular end-diastolic diameter, left ventricular end-systolic diameter, left atrial diameter, end-diastolic interventricular septal thickness, left ventricular posterior wall thickness, left ventricular end-diastolic volume, left ventricular end-systolic volume, and stroke volume (P<0.05) and significantly higher ratio of end-diastolic interventricular septal thickness to left ventricular posterior wall thickness, proportion of neonates with a mitral peak E/A ratio of ≥1, and cardiac index (P<0.05). The Spearman correlation analysis suggested that stroke volume was positively correlated with birth weight and body surface area (rs=0.241 and 0.241 respectively; P<0.05) and that the ratio of end-diastolic interventricular septal thickness to left ventricular posterior wall thickness was negatively correlated with birth weight and body surface area (rs=-0.229 and -0.225 respectively; P<0.05).
CONCLUSIONS
The left ventricular systolic function of neonates with IUGR is not significantly different from that of neonates without IUGR. However, the ventricular septum is thicker in neonates with IUGR. This change is negatively correlated with birth weight and body surface area. The left ventricular diastolic function may be impaired in neonates with IUGR.
Humans
;
Infant, Newborn
;
Birth Weight
;
Echocardiography
;
Fetal Growth Retardation
;
Heart
;
Heart Ventricles/diagnostic imaging*
;
Ventricular Function, Left
4.The preliminary value of vector flow mapping on assessment of left intraventricular pressure difference in patients with paroxysmal atrial fibrillation.
Mei LIU ; Yuyan CAI ; He HUANG ; Yue ZHONG ; Fang WANG
Journal of Biomedical Engineering 2021;38(2):310-316
This study aims to explore the intraventricular pressure difference (IVPD) within left ventricle in patients with paroxysmal atrial fibrillation (PAF) by using the relative pressure imaging (RPI) of vector flow mapping (VFM). Twenty patients with paroxysmal atrial fibrillation (PAF) and thirty control subjects were enrolled in the study. Systolic and diastolic IVPD derived from VFM within left ventricle and conventional echocardiographic parameters were analyzed. It was found that the B-A IVPD of left ventricle in PAF patients showed the same pattern as controls-single peak and single valley during systole and double peaks and double valleys during diastole. Basal IVPD was the main component of base to apex IVPD (B-A IVPD). The isovolumetric systolic IVPD was associated with early systolic IVPD, early systolic IVPD was associated with late systolic IVPD, and late systolic IVPD was associated with isovolumic diastolic IVPD (all
Atrial Fibrillation/diagnostic imaging*
;
Diastole
;
Heart Ventricles
;
Humans
;
Ventricular Function, Left
;
Ventricular Pressure
5.Clinical manifestations and gene mutation analysis of children with noncompaction of the ventricular myocardium: an analysis of 6 cases.
Feng-Hua ZHANG ; Jin-Dou AN ; Song FENG ; Xiao-Jian ZHANG ; Xiao-Lin ZHAO
Chinese Journal of Contemporary Pediatrics 2021;23(1):84-90
This article summarizes and analyzes the clinical features and gene mutation characteristics of children with noncompaction of the ventricular myocardium (NVM). For the 6 children with NVM (4 boys and 2 girls), the age of onset ranged from 3 months to 12 years. Of the 6 children, 5 had arrhythmia, 3 had cardiac insufficiency, 1 had poor mental state, and 1 had chest distress and sighing. NVM-related gene mutations were detected in 4 children, among whom 2 had
Cardiomyopathies
;
Child
;
Child, Preschool
;
Echocardiography
;
Female
;
Heart Ventricles/diagnostic imaging*
;
Humans
;
Infant
;
Male
;
Mutation
;
Myocardium
6.Clinical value of left ventricular strain analysis by cardiovascular magnetic resonance in patients with coronary chronic total occlusion.
Li Jun ZHANG ; Jin Fan TIAN ; Xue Yao YANG ; Lei XU ; Yi HE ; Xian Tao SONG
Chinese Journal of Cardiology 2021;49(6):601-609
Objective: To explore the clinical value of quantitatively assessment of left ventricular strain in patients with coronary chronic total occlusion (CTO) by cardiac magnetic resonance imaging (CMR)-feature tracking (CMR-FT) technique. Methods: In this retrospective and observation study, patients with single CTO, who underwent CMR examination in Beijing Anzhen Hospital from November 2014 to January 2019, were selected as case group (CTO group), and those without cardiovascular diseases defined by echocardiography, electrocardiogram (ECG) and clinical history and with normal CMR results were selected as healthy control group (control group). General clinical data including age, gender, discharge diagnosis, and the examination results of echocardiography and ECG were obtained from the electronic medical record system. Two-dimensional CMR-FT was applied to measure left ventricle (LV) global peak radial, circumferential, and longitudinal strains (GPRS, GPCS and GPLS, respectively), and the regional myocardial strain in the target vessel area of CTO was analyzed. Grayscale thresholds of 5 standard deviations (SDs) were used to quantify late gadolinium enhancement (LGE). Patients with CTOs were divided into infract size>10% group and infarct size≤10% group, and left ventricular ejection fraction (LVEF)≥50% group and LVEF<50% group, respectively. The differences between various groups were compared. Results: There were 52 patients in CTO group (34 males, age (54.1±11.7) years, body mass index (BMI) (26.2±2.5)kg/m2) and 30 patients in control group (14 males, age(51.6±12.3)years, BMI (25.6±3.3)kg/m2). There was no significant difference in age, gender, and BMI between the two groups (all P>0.05). LVEF, GPRS, GPCS and GPLS were significantly lower in CTO group than in control group (all P<0.05), left ventricular volume (LVEDV) was similar between the two groups (P>0.05). Among the patients with CTO, there were 26 patients with infarct size>10% and 26 patients with infarct size≤10%. GPRS, GPCS and GPLS were significantly lower (all P<0.05), while LVEF and LVEDV were similar in CTO patients with infarct size≤10% as compared to control group (both P>0.05). LVEF, GPRS, GPCS and GPLS were significantly lower (all P<0.05), while LVEDV was similar in CTO patients with infarct size>10% (P>0.05) as compared to control group. GPRS and GPCS were significantly lower (both P<0.05), while LVEF, LVEDV and GPLS were similar in CTO patients with infarct size>10% as compared to infarct size≤10% group. There were 40 subjects in LVEF≥50% group and 12 subjects in LVEF<50% group. Compared with the control group, GPCS and GPLS of CTO patients were significantly lower in LVEF≥50% group and LVEF<50% group (all P<0.01), LVEF and LVEDV was similar in CTO patients with LVEF≥50% (both P>0.05), but LVEF was lower and LVEDV was larger in LVEF<50% group (both P<0.05). The GPRS, GPCS, GPLS and LVEF of CTO patients in LVEF ≥ 50% group were higher than those in LVEF<50% group (all P<0.0l), and the myocardial infarction size was smaller than that in LVEF reduced group (P<0.0l), but there was no significant difference in LVEDV between the two groups (P=0.07). In the CTO group, there were 21 patients with left anterior descending artery (LAD) occlusion and 126 segments supplied by the target vessels. The peak radial strain (PRS), circumferential strain (PCS) and longitudinal strain (PLS) in the blood supply area were lower than those in the control group (all P<0 01). In 7 patients with left circumflex artery (LCX) occlusion, the number of myocardial segments supplied by the target vessels was 35, and the PRS, PCS and PLS in the target vessel supply area were lower than those in the control group (all P<0 05). In 24 patients with right coronary artery (RCA) occlusion, the number of myocardial segments supplied by the target vessels was 120, and the PRS, PCS and PLS in the target vessel supply area were lower than those in the control group (all P<0.01). Among the 126 segments in 21 patients with LAD CTO, 91 (72.2%) segments had infarct size≤25%, 17 (13.5%) segments had infarct size between 26%-50%, 11 segments (8.7%) had infarct size between 51%-75%, and 7 (5.6%) segments had infarct size between 76%-100%. Among the 35 segments in 7 patients with LCX CTO, 31 (88.6%) segments had infarct size≤25%, and 4 (11.4%) segments had infarct size between 26%-75%. Among the 120 segments in 24 patients with RCA CTO, 96 (80.0%) segments had infarct size≤25%, 11 (9.2%) segments had infarct size between 26%-50%, 8 (6.7%) segments had infarct size between 51%-75%, and 5 segments (4.2%) had infarct size between 76%-100%. Conclusions: In this study with single CTO, although the LVEF is preserved in the majority of the patients, the left ventricular global and regional strain values are significantly decreased. The larger the infarct size, the greater the impact on radial and circumferential motion, reflecting the early impairment of left ventricular function in these patients.
Adult
;
Aged
;
Contrast Media
;
Coronary Occlusion/diagnostic imaging*
;
Gadolinium
;
Heart Ventricles/diagnostic imaging*
;
Humans
;
Magnetic Resonance Spectroscopy
;
Male
;
Middle Aged
;
Percutaneous Coronary Intervention
;
Retrospective Studies
;
Stroke Volume
;
Ventricular Function, Left
7.Risk factors of low cardiac output syndrome after cardiac valvular surgery in elderly patients with valvular disease complicated with giant left ventricle.
Zhao LI ; Guo Bao ZHANG ; Ting Wu LI ; Yu ZHANG ; Meng Die LI ; Yue WU
Chinese Journal of Cardiology 2021;49(4):368-373
Objective: To explore the risk factors of low cardiac output syndrome (LCOS) after cardiac valvular surgery in elderly patients with valvular disease complicated with giant left ventricle. Methods: This was a retrospective study. The clinical data of patients over 60 years old with giant left ventricle who underwent cardiac valvular surgery in Henan Provincial People's Hospital (Fuwai Central China Cardiovascular Hospital) from January 2016 to January 2020 were collected in this study. Patients were divided into LCOS group and non-LCOS group. The clinical data, preoperative echocardiographic results and surgical data of all patients were collected. Taking LCOS as dependent variable and statistically significant variables in univariate analysis as independent variable, multivariate logistic regression equation was constructed to identify the risk factors of LCOS after cardiac valvular surgery in elderly patients with valvular disease complicated with giant left ventricle. On the basis of logistic regression, the risk factors of continuous variables were put into the regression model for trend test. Results: A total of 112 patients were included, among whom 76 patients were male, the mean age was (65.3±3.8) years. There were 21 cases in LCOS group and 91 cases in non LCOS group. Univariate analysis showed that age≥70 years, preoperative NYHA cardiac function class Ⅳ, preoperative renal dysfunction, preoperative cerebrovascular disease, preoperative LVEF<40%, blood loss/total blood volume>20%, cardiopulmonary bypass (CPB) time>130 minutes and aortic cross-clamp time>90 minutes all had statistically significant differences between the two groups (all P<0.05). Multivariate logistic regression analysis showed that age≥70 years (OR=5.067, 95%CI 1.320-19.456, P=0.018), preoperative NYHA cardiac function class Ⅳ (OR=3.100, 95%CI 1.026-9.368, P=0.045), renal dysfunction (OR=3.627, 95%CI 1.018-12.926, P=0.047), CPB time>130 minutes (OR=4.539, 95%CI 1.483-13.887, P=0.008) were the independent risk factors of LCOS after cardiac valvular surgery in elderly patients with giant left ventricle. Risk of LCOS was significantly higher in patients aged from 65 to 70 years (OR=1.784, 95%CI 0.581-5.476) and aged 70 years and above (OR=4.400, 95%CI 1.171-16.531) than in patients aged from 60 to 65 years. The trend test results showed that the risk of LCOS increased significantly in proportion with the increase of age (P for trend=0.024). Risk of LCOS was significantly higher in patients with CPB time between 90 and 110 minutes (OR=1.917, 95%CI 0.356-10.322), 110 and 130 minutes (OR=1.437, 95%CI 0.114-18.076) and 130 minutes and above (OR=5.750, 95%CI 1.158-28.551) than in patients with CPB time ≤ 90 minutes (P for trend=0.009). Conclusions: The risk factors of LCOS after cardiac valvular surgery are age≥70 years, preoperative NYHA cardiac function class Ⅳ, renal dysfunction, CPB time>130 minutes in elderly patients with giant left ventricle.
Aged
;
Cardiac Output, Low/etiology*
;
China
;
Female
;
Heart Valve Diseases
;
Heart Ventricles/diagnostic imaging*
;
Humans
;
Male
;
Middle Aged
;
Retrospective Studies
;
Risk Factors
8.Repair of left ventricular pseudoaneurysm from mitral valve endocarditis.
Sivaraj Pillai GOVINDASAMY ; Hong Kai SHI ; Yeong Phang LIM
Singapore medical journal 2019;60(2):105-106
Adult
;
Aneurysm, False
;
diagnostic imaging
;
surgery
;
Anti-Bacterial Agents
;
therapeutic use
;
Echocardiography, Transesophageal
;
Endocarditis, Bacterial
;
diagnostic imaging
;
drug therapy
;
Female
;
Heart Valve Prosthesis Implantation
;
Heart Ventricles
;
pathology
;
Humans
;
Mitral Valve
;
surgery
;
Mitral Valve Insufficiency
;
diagnostic imaging
;
surgery
10.Supplementary Diagnostic Landmarks of Left Ventricular Non-Compaction on Magnetic Resonance Imaging
Marko BOBAN ; Vladimir PESA ; Natko BECK ; Sime MANOLA ; Marinko ZULJ ; Ante ROTIM ; Aleksandar VCEV
Yonsei Medical Journal 2018;59(1):63-71
PURPOSE: Diagnostic criteria for left ventricular non-compaction (LVNC) are still a matter of dispute. The aim of our present study was to test the diagnostic value of two novel diagnostic cardiac magnetic resonance (CMR) parameters: proof of non-compact (NC) myocardium blood flow using T2 sequences and changes in geometry of the left ventricle. MATERIALS AND METHODS: The study included cases with LVNC and controls, from a data base formed in a period of 3.5 years (n=1890 exams), in which CMR protocol included T2 sequences. Measurement of perpendicular maximal and minimal end diastolic dimensions in the region with NC myocardium from short axis plane was recorded, and calculated as a ratio (MaxMinEDDR), while flow through trabecula was proven by intracavital T2-weighted hyperintensity (ICT2HI). LVNC diagnosis met the following three criteria: thickening of compact (C) layer, NC:C>2.3:1 and NC>20%LV. RESULTS: The study included 200 patients; 71 with LVNC (35.5%; i.e., 3.76% of CMRs) and 129 (64.5%) controls. MaxMinEDDR in patients with LVNC was significantly different from that in controls (1.17±0.08 vs. 1.06±0.04, respectively; p < 0.001). MaxMinEDDR >1.10 had sensitivity of 91.6% [95% confidence intervals (CI) 82.5–96.8], specificity of 85.3% (95% CI 78.0–90.0), and area under curve (AUC) 0.919 (95% CI 0.872–0.953; p < 0.001) for LVNC. Existence of ICT2HI had sensitivity of 100.0% (95% CI 94.9–100.0), specificity of 91.5% (95% CI 85.3–95.7), and AUC 0.957 (95% CI 0.919–0.981; p < 0.001) for LVNC. CONCLUSION: Two additional diagnostic parameters for LVNC were identified in this study. ICT2HI and geometric eccentricity of the ventricle both had relatively high sensitivity and specificity for diagnosing LVNC.
Adolescent
;
Adult
;
Aged
;
Aged, 80 and over
;
Area Under Curve
;
Case-Control Studies
;
Female
;
Gadolinium/chemistry
;
Heart Ventricles/diagnostic imaging
;
Heart Ventricles/pathology
;
Humans
;
Isolated Noncompaction of the Ventricular Myocardium/diagnosis
;
Magnetic Resonance Imaging
;
Male
;
Middle Aged
;
ROC Curve
;
Young Adult

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