Towards a better understanding of cardio and cerebrovascular diseases

加深对心脑血管疾病的认识

基本信息

批准号：
2872635
负责人：
金额：
--
依托单位：
University College London
依托单位国家：
英国
项目类别：
Studentship
财政年份：
2023
资助国家：
英国
起止时间：
2023 至无数据
项目状态：
未结题

来源：
https://gtr.ukri.org/projects?ref=studentship-2872635
关键词：
Towards better understanding cardio cerebrovascular

项目摘要

Research Potential Impact:To identify biological and social factors that affect lifelong health, ageing and the development of chronic disease, and to use findings to design and test interventions that enhance healthy ageingResearch Aims:1. Discover novel features in medical imaging (e.g. echocardiography, magnetic resonance) to predict major clinical outcomes (e.g. heart attack, hospital admission, death).2. Use novel remote monitoring techniques (e.g. wearable devices and mobile Health devices) to identify trends significantly impacting on long-term cardiovascular health.3. Develop new predictive models of cerebrovascular disease evolution based on brain MRI imaging and clinical data.4. Improve the understanding of the possible links between cerebrovascular lesions and cognition.Research Methodology:Project will involve applying data science and machine learning techniques to physiological and imaging data to gain better insight into normal ageing and the disease process, with the overarching aim of improving prevention of cardio- and Cerebro-vascular disease and cognitive decline and promoting healthy ageing.Studentship is available in a partnership between the MRC Unit for Lifelong Health and Ageing, and the Centre for Medical Image Computing. Funding jointly from the MRC LHA, i4health CDT and the BHF accelerator award

研究潜在的影响：确定影响终身健康，衰老和慢性疾病发展的生物学和社会因素，并使用发现来设计和测试干预措施，以增强健康的老年研究目的：1。发现医学成像中的新颖特征（例如，超声心动图，磁共振），以预测主要的临床结果（例如心脏病发作，医院入院，死亡）2。使用新型的远程监测技术（例如可穿戴设备和移动健康设备）来确定对长期心血管健康的影响显着影响3。基于脑MRI成像和临床数据，开发了脑血管疾病进化的新预测模型。4。研究方法论：项目将涉及将数据科学和机器学习技术应用于生理和成像数据，以更好地了解正常衰老和疾病过程，而总体目的可以更好地深入了解正常衰老和疾病过程，而在心脏病和脑血管生疾病中的预防促进促进型号的促进率的总体目的是改善促进型号，以促进促进性疾病，并促进促进性疾病，以促进促进促进型号的促进促进促进促进的人，以促进促进促进良好的促进效果。终身健康和衰老，以及医学图像计算中心。共同获得MRC LHA，I4Health CDT和BHF加速器奖的资金