QUANTITATIVE IMAGE MODELING FOR BRAIN TUMOR ANALYSIS AND TRACKING
QUANTITATIVE IMAGE MODELING FOR BRAIN TUMOR ANALYSIS AND TRACKING
批准号:
9706156
负责人:
Khan M Iftekharuddin
金额:
$4.65万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2018
资助国家:
美国
项目状态:
已结题
起止时间:
2018-09-01 至 2019-08-31
关键词:
Brain NeoplasmsCause of DeathClassificationClinicalComputer softwareDetectionEarly DiagnosisGrantImageImage AnalysisLiteratureMachine LearningMagnetic Resonance ImagingMalignant NeoplasmsMeasuresMedicalMethodsModelingMonitorParentsPatientsPublishingResearchSystemTechnologyTimeTissuesWorkbasedesignmagnetic fieldquantitative imagingresponsestatisticssuccess
中文摘要
MRI图像已经被用于各种各样的医疗应用很长一段时间,因为
它们在检测指示癌症的组织异常方面是安全的和高度敏感的。MRI是
通过测量组织成分对磁场的响应而产生。此外,根据
公布的统计数据显示,脑肿瘤是最常见的死亡原因之一,
监测对治疗至关重要。文献和市场回顾表明,尽管
存在关于使用MRI图像、基于MRI的系统
设计用于脑肿瘤检测的具有最终临床价值和用途的药物缺乏。
因此,我们提出了一种新的软件技术,有效地检测,分割,分类,
在MRI图像中监测脑肿瘤。
英文摘要
MRI images have been used for a wide variety of medical applications for a long time because
they are safe and highly sensitive at detecting of tissue abnormalities that indicate cancer. MRI is
generated by measuring the response of tissue components to a magnetic field. Also, based on the
published statistics, brain tumor is one of the most common causes of death and early detection
and monitoring is crucial for treatment. Literature and market review suggests that although
extensive research exists on brain tumor detection using MRI images, MRI–based systems
designed for brain tumor detection that have ultimate clinical value and use are lacking.
Accordingly, we propose a new software technology that effectively detect, segment, classify and
monitor brain tumor in MRI images.
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Quantitative Image Modeling for Brain Tumor Analysis and Tracking
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批准号:9278165
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项目类别:
-
资助金额:$40.0万
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财政年份:2016
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负责人:Khan M Iftekharuddin
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依托单位:
Quantitative Image Modeling for Brain Tumor Analysis and Tracking
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批准号:9053035
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项目类别:
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资助金额:$40.0万
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财政年份:2016
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负责人:Khan M Iftekharuddin
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依托单位:
Multiresolution-fractal modeling for brain tumor detection
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批准号:8374280
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项目类别:
-
资助金额:$37.16万
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财政年份:2010
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负责人:Khan M Iftekharuddin
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依托单位:
Multiresolution-fractal modeling for brain tumor detection
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批准号:7988732
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项目类别:
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资助金额:$10.11万
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财政年份:2010
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负责人:Khan M Iftekharuddin
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依托单位:
海外基金