课题基金 / 基金详情

Health and Bioscience IDEAS - Imaging, Data structures, gEnetics and Analytical Strategies

Health and Bioscience IDEAS - Imaging, Data structures, gEnetics and Analytical Strategies
健康和生物科学理念 - 成像、数据结构、遗传学和分析策略
批准号:
MR/V03863X/1
负责人:
David Cash
金额:
$109.98万
依托单位:
依托单位国家:
英国
项目类别:
Research Grant
财政年份:
2021
资助国家:
英国
项目状态:
未结题
起止时间:
2021 至 --

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中文摘要
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英文摘要
We will develop a training program for researchers at universities, hospitals, and businesses that helps them better use data from medical images in their research. These images are generated from many different machines, such as microscopes, magnetic resonance imaging (MRI) scanners, and computer tomography (CT) scanners. These technologies not only can produce maps of the human body's structure (from single cells to large organs), but they can also tell you how the body is functioning, such as how blood is being delivered to different parts of the body or where abnormal proteins that could cause Alzheimer's disease are present. These images have played a major part in many recent scientific discoveries across a range of medical fields. As a result, imaging data is being used more often in research and the amount of imaging data available for researchers to work with and ask new scientific questions is also growing rapidly. This means that researchers from a diverse set of backgrounds now have the opportunity to work with imaging data and bring their own expertise and perspective to answering new questions about various diseases. However, this imaging data is often complex and difficult to work with, specialist training is required to understand how to handle, process, and obtain accurate and reliable information from these images. This training is often not a part of most scientists' standard curriculum, so it can be an entry barrier for many scientists in terms of getting started with research involving imaging. We are proposing a series of short courses that will cover many different aspects of working with medical imaging data. Most importantly, as security of the sensitive personal data contained in imaging becomes a greater concern, we will focus on teaching attendees about best practices in terms of data management and protection. Some of these courses will be given as intensive face-to-face workshops, while others will be online courses where the users will set their own pace. The courses will cover a wide range of backgrounds, from newcomers who are just getting started working with imaging data to those who wish to do more advanced, complex analysis. We will also develop some courses that will allow a smaller set of individuals be able to train staff at their own institutions about how to work with this imaging data. We have experts in all of these aspects who will develop the lectures and exercise for the courses, and we will hire a course leader who will combine this content into a cohesive set of courses about medical imaging. Feedback will be sought from those attending the courses, as to assess their effectiveness, tailor them to the needs of the community, and improve them. By the end of the two years, we will make this project self-sufficient after the 2 years; the resulting courses will continue to be delivered to new researchers, with a charge that is both fair and good value to attendees throughout the UK, while also being sustainable financially from the university's perspective. During the project we will create and nurture a network that starts with fostering interaction between attendees during and after the course, creating a community of these "imaging literate" researchers throughout the UK. We hope this will lead to a range of collaborations and critical-mass for exiting and large projects.
期刊论文(1)
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会议论文
Machine Learning for Brain Disorders
机器学习治疗脑部疾病
DOI: 10.1007/978-1-0716-3195-9_25
发表时间: 2023
期刊:
影响因子: --
作者: [Modat M]
通讯作者: Modat M
CAREER: Cryptography for Secure Outsourcing
  • 批准号:
    1928767
  • 项目类别:
    Continuing Grant
  • 资助金额:
    $28.69万
  • 财政年份:
    2018
  • 负责人:
    David Cash
  • 依托单位:
SaTC: CORE: Medium: Collaborative: Cryptographic Data Protection in Modern Systems
  • 批准号:
    1925288
  • 项目类别:
    Standard Grant
  • 资助金额:
    $36.59万
  • 财政年份:
    2018
  • 负责人:
    David Cash
  • 依托单位:
SaTC: CORE: Medium: Collaborative: Cryptographic Data Protection in Modern Systems
  • 批准号:
    1703953
  • 项目类别:
    Standard Grant
  • 资助金额:
    $40.0万
  • 财政年份:
    2017
  • 负责人:
    David Cash
  • 依托单位:
CAREER: Cryptography for Secure Outsourcing
  • 批准号:
    1453132
  • 项目类别:
    Continuing Grant
  • 资助金额:
    $56.69万
  • 财政年份:
    2015
  • 负责人:
    David Cash
  • 依托单位:
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