Computational Methods for Capturing and Analyzing Personalized Genomic and Medical Data

我的研究重点是计算机科学方法的发展，以帮助解决生物学和医学中的问题。虽然我的研究应用于医学和基因组学的许多领域，但贯穿我所有工作的统一主线是开发新的计算方法，坚定地在计算机科学领域内，以解决这些问题。在接下来的五年里，我想把重点放在开发三种计算方法上，这些方法可以结合起来，更准确、更快速地捕获和分析医疗数据。在所有这些情况下，主要的努力将是开发新的计算方法和途径，而不是在医疗环境中部署现有技术，所开发的许多方法将在医疗环境之外推广。

My research centers on the development of Computer Science methods to help solve problems in Biology and Medicine. While my research has application to many areas of medicine and genomics, the unifying thread through all of my work is the development of novel computational methods, firmly within the domain of Computer Science, to solve these problems. In the next five years I want to focus on the development of three computational approaches that can be combined for more accurate and rapid capture and analysis of medical data. In all of these cases the effort will be primarily on developing novel computational methodology and approaches, rather than deployment of existing technologies in the medical setting, and many of the methods developed will be generalizable outside of the medical setting.