Domain Adapted Breast Tissue Segmentation in Magnetic Resonance Imaging

机译：磁共振成像中的领域适应性乳房组织分割

获取原文

页面导航

摘要
著录项
相似文献
相关主题

摘要

Risk stratification in breast cancer (BCa) screening is a current recommendation and is based on current modeling tools for risk assessment.1 These models use genetic markers, family history, and the patient's hormonal and medical history to make an estimate of their lifetime risk for developing BCa. Reports of these models being applied on different cohorts from around the world have shown a range of area tinder the curve (AUC) performance from 0.5 - 0.71. A critique of these models is the lack of non-genetic information, such as tissue characteristics observed in radiographic investigations.

机译：乳腺癌（BCa）筛查的风险分层是当前的建议，并基于当前的风险评估建模工具。1这些模型使用遗传标记，家族史以及患者的激素和病史来估计他们的终生风险。正在开发BCa。这些模型在世界各地不同队列中应用的报告显示，区域曲线变化（AUC）性能范围为0.5-0.71。对这些模型的批评是缺乏非遗传信息，例如在射线照相研究中观察到的组织特征。

著录项

来源
《International Workshop on Breast Imaging》|2020年|115131B.1-115131B.8|共8页
会议地点
作者
Grey Kuling; Belinda Curpen; Anne L.Martel;
展开▼
作者单位

展开▼
会议组织
原文格式 PDF
正文语种
中图分类
关键词
Background Parenchymal Enhancement; Breast; MRI; Breast Density; Automatic Segmentation; Machine Learning; Breast Cancer Risk; Deep Learning; Image Domain Adaptation;

机译：背景实质增强;乳房;核磁共振;乳房密度;自动分割;机器学习;乳腺癌风险;深度学习;图像域自适应;

相似文献

外文文献
中文文献
专利

1. Identification of breast contour for nipple segmentation in breast magnetic resonance images [J] . Medical Physics . 2014,第2期

机译：在乳腺磁共振图像中识别乳头分割的乳腺轮廓
2. Feasibility of 7 Tesla breast magnetic resonance imaging determination of intrinsic sensitivity and high-resolution magnetic resonance imaging, diffusion-weighted imaging, and (1)H-magnetic resonance spectroscopy of breast cancer patients receiving neoadjuvant therapy. [J] . Korteweg MA, Veldhuis WB, Visser F, Investigative radiology . 2011,第6期

机译：7特斯拉乳腺磁共振成像测定固有灵敏度和高分辨率磁共振成像，扩散加权成像以及（1）H核磁共振波谱对接受新辅助治疗的乳腺癌患者的可行性。
3. A robust approach for subject segmentation of medical Images: Illustration with mammograms and breast magnetic resonance images [J] . Yang Sheng-Chih Computers and Electrical Engineering . 2017,第期

机译：一种稳健的医学图像分割方法：用乳房X线照片和乳房磁共振图像的插图
4. Application of a fuzzy inference system to the quantification of 3D magnetic resonance imaging of breast tissue [C] . Julio Carballido-Gamio, Catherine Klifa, Sharmila Majumdar, Image Processing pt.3 . 2004

机译：模糊推理系统在乳腺组织3D磁共振成像定量中的应用
5. Assisted breast tissue abnormality differentiation using Magnetic Resonance Images. [D] . Fu Keong, Chia. 2014

机译：使用磁共振图像辅助乳房组织异常分化。
6. Segmentation of Brain Tissues from Magnetic Resonance Images Using Adaptively Regularized Kernel-Based Fuzzy C-Means Clustering [O] . Ahmed Elazab, Changmiao Wang, Fucang Jia, 2015

机译：使用自适应正则化基于核的模糊C均值聚类从磁共振图像中脑组织分割
7. MODERATED EPOSTERS1385Longitudinal strain assessment in dilated cardiomyopathy patients using a novel accelerated DENSE sequence1407Simultaneous T1 and T2 cardiac quantification with CABIRIA: initial clinical experience1423Head-to-head comparison of acceleration algorithms in 4-dimensional flow CMR1502Left ventricular function and size evaluated by hybrid cardiac positron emission tomography-magnetic resonance: Intraindividual comparison of left ventricular ejection fraction and ventricular volumes derived by two modalities1510Left Atrium assessed by Cardiovascular Magnetic Resonance at 1.5 and 3 Tesla – age and gender effects1514Comparison of Free Breathing Cardiac MRI Radial technique to the Standard Multi breath-hold cine SSFP CMR technique for the assessment of LV Volumes and Function1536Self-navigated free-breathing isotropic 3D whole heart phase sensitive inversion recovery magnetic resonance without navigator for detection of myocardial infarction1547Assessment of Right Ventricular Strain Using Myocardial Deformation Recovery Semi Automated Technique: Initial Experience and Normal Values1586Tissue tracking myocardial deformation analysis and prediction of left ventricular remodeling in acute myocardial infarction1589Investigating strategies for optimal 31P MRS clinical cardiac at 3T: Initial Results1620Quantitative Criteria for the Diagnosis of the Congenital Absence of Pericardium by Cardiac Magnetic Resonance1632Widespread tissue injury during acute myocardial infarction: evidence from advanced CMR relaxometry1322Computed tomography coronary angiography verSus sTRess cArdiac magneTic rEsonance for the manaGement of sYmptomatic revascularized patients: a cost effectiveness study (STRATEGY study)1339Comparison of low- versus high-dose of gadobutrol for late gadolinium enhancement imaging at 1.5 Tesla: a clinical feasibility study1347Multi-parametric Cardiac Magnetic Resonance for Prediction of Cardiac Complications in Thalassemia Intermedia: a Prospective Multicenter Study1461Prognostic value of Cardiovascular Magnetic Resonance derived indexes of myocardial fibrosis in heart transplant recipients1523The role of CMR in the acute phase of hospitalization: changing paradigms1542Preoperative CMR-based score predict ventricular response after surgical left ventricular reconstruction in ischemic heart failure patients1555Excellent response rate to cardiac resynchronization therapy guided with magnetic resonance imaging1626The ECG as a predictor of arrhythmogenic substrate on Cardiac Magnetic Resonance Imaging in patients undergoing ablation for premature ventricular contractions1649Comparison of T1-mapping at 3.0T CMR and angiographic APPROACH score for area at risk assessment in ST-segment elevation myocardial infarction1340Pathological correlates of left bundle branch disease in patients with non-ischemic cardiomyopathy: a cardiovascular magnetic resonance study1342Myocardial remodelling and fibrosis in nonischaemic dilated cardiomyopathy: insights from cardiovascular magnetic resonance1411The association between fibrosis and contractile dysfunction in hypertrophic cardiomyopathy assessed by cardiovascular magnetic resonance1622Persistent myocardial inflammation due to intramyocardial haemorrhage in reperfused STEMI as a precursor to adverse LV remodelling - insights from multi-parametric mapping1566Semiquantitative analysis of low and high b value DWI for detecting myocardial edema in acute myocarditis1567Value of Cardiac MRI In Detecting Coronary Artery Disease In Newly Diagnosed Systolic Dysfunction1570Usefulness of cardiac magnetic resonance in tuberous sclerosis complex1578Papillary muscles offer further insight into hypertrophied hearts: a cardiovascular magnetic resonance study1627Diagnostic and clinical implications of CMR timing (early versus late) in patients with troponin positive acute coronary syndromes and unobstructed coronary arteries: Table 1. [O] . Upasana Tayal, Alexandros Kallifatidis, P. Garg, 2016

机译：在使用新的扩张型心肌病的患者缓和EPOSTERS1385Longitudinal应变评估加速DENSE sequence1407Simultaneous T1和T2与CABIRIA心脏定量：在4维流动的加速算法初始临床experience1423Head对头比较CMR1502Left心室功能和尺寸由混合心脏正电子发射断层摄影术评价 - 磁性共振：由两个modalities1510Left庭派生左室射血分数和心室体积的个体间的比较，在1.5和3特斯拉评估心血管磁共振 - 免费的年龄和性别effects1514Comparison呼吸心脏MRI径向技术标准的多屏气电影SSFP CMR技术的LV卷和Function1536Self-导航自由呼吸各向同性3D整个心脏相位敏感反转恢复磁共振导航仪没有检测右Ventricu心肌infarction1547Assessment的评估拉尔菌株使用心肌变形恢复半自动技术：初步经验和正常Values1586Tissue跟踪心肌变形分析和预测左室重构急性心肌infarction1589Investigating策略优化31P MRS临床心脏在3T：初始Results1620Quantitative标准的先天缺失的诊断心包心脏磁Resonance1632Widespread组织损伤急性心肌梗死时：证据先进CMR relaxometry1322Computed CT冠状动脉成像与压力心脏磁共振对症的管理吻合血管患者：成本效益研究（战略研究）1339Comparison低与高剂量钆布醇在1.5特斯拉晚钆增强成像的临床可行性，在中间型地贫心脏并发症的预测study1347Multi参数心脏核磁共振的前瞻性德穆尔心血管磁共振的ticenter Study1461Prognostic价值衍生心肌纤维化指标在住院的急性期CMR的心脏移植recipients1523The作用：改变基于CMR-paradigms1542Preoperative比分预测缺血性心脏衰竭patients1555Excellent响应速度外科左心室重建心脏再同步化后心室反应治疗与磁共振imaging1626The ECG导引作为心脏磁共振成像致心律失常性基板的在ST段抬高心肌infarction1340Pathological在风险评估经历在3.0T CMR T1映射的室性早搏contractions1649Comparison和血管造影APPROACH分数区域消融患者的预测左束支传导疾病的患者与非缺血性心肌病相关因素：心血管磁共振study1342Myocardial重塑和纤维化nonischaemic扩张型心肌病：在从在由心血管磁性resonance1622Persistent心肌炎症评估肥厚型心肌病的纤维化和收缩功能障碍之间心血管磁性resonance1411The协会由于心肌内出血景点在再灌注STEMI为先导，以不利的LV重塑 - 从低的多参数mapping1566Semiquantitative分析和高的b值DWI的见解为在心脏MRI检测冠状动脉疾病急性myocarditis1567Value在结节性硬化症complex1578Papillary肌肉初诊收缩期Dysfunction1570Usefulness心脏磁共振检测心肌水肿提供进一步的深入了解肥大心脏：心血管磁共振study1627Diagnostic和CMR定时的临床意义（早期与晚）患者肌钙蛋白阳性的急性冠脉综合征和通畅的冠状动脉：表1。

Domain Adapted Breast Tissue Segmentation in Magnetic Resonance Imaging

摘要

著录项

相似文献

相关主题

期刊订阅