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研究生研究项目

可解释的健康AI (XAI)

资金
资助的竞争 查看费用和资金
学位类型
哲学博士
准入要求
荣誉学位 查看完整的入学要求
学院研究生院
工程与物理科学学院
截止日期

项目简介

英国的数字健康产业估计有1英镑.90亿年营业额. 英国政府正在投资医疗保健领域的研究和创新, 促进数码应用, and more specifically digital tools to help people manage long-term health 条件 in their own homes.

Applications are invited for a fully-funded PhD 学生hip to be part of the Digital Health and Biomedical Engineering research group at the 电子与计算机科学学院 (ECS). 跨学科团队专注于可解释的健康人工智能(XAI). The PhD will build artificial intelligence (AI) systems for interpreting sensors data and scanning health-related text for clinicians, 不是开发人员.

The PhD student will work closely with 教授 Christopher Freeman (Applied Control) and Dr Mark Weal (Director of the Web Science Institute). You will explore how to combine sensors data with the best evidence/practice from biomedical literature. 该项目可能涉及一系列技术, 从自然语言处理(NLP)到可解释的人工智能(XAI), 应用于多种形式的数据,从传感器到生物医学文献. The research could lead to new techniques and methods for remotely monitoring the health of individuals. 未来的世界 is an accelerator to help translate research into innovations and is available for 学生 to move their research into business.

Successful candidates would have a strong background in computer science and preference would be given to those with good understanding of electronics, 机器学习(包括深度学习), 知识工程(包括知识图谱).

你将加入 电子与计算机科学学院, which is ranked 1st in the UK for Electrical and Electronic Engineering (Guardian University Guide 2022) within the 足球世界杯买球app, 哪所大学在全球排名前1%.

You will be supervised by leading researchers in their field and join an exceptional and vibrant team of postdoctoral researchers and other PhD 学生. 足球世界杯买球app将提供专业设备和实验室, 包括足球世界杯买球app的控制实验室和超级计算设备. We will also support the development of your future career and give you opportunities to expand your experience and knowledge beyond the topic of the PhD project.

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