DLI-Phase 2: A Patient Care Digital Library: Personalized Retrieval Summarization of Multimedia Information

[摘要]美国哥伦比亚大学凯瑟琳·麦基翁953188 - 12美元。dli阶段2：病人护理数字图书馆这是五年合作协议奖的第一年资助。医疗保健消费者和提供者都需要快速方便地访问各种在线资源。该项目的目标是通过开发PERSIVAL（图像、视频和语言资源的个性化检索和总结）系统，提供对分布式患者护理数字图书馆的个性化访问。PERSIVAL将为最终用户（无论是患者还是医疗保健提供者）量身定制在线医学文献和消费者健康信息的搜索、呈现和摘要。PERSIVAL将利用哥伦比亚长老会医疗中心（Columbia Presbyterian Medical Center， CPMC）提供的安全在线患者记录，作为一种复杂的、预先存在的用户模型，帮助预测用户的信息需求和兴趣。所提议的工作的关键特征包括对本地和互联网上可用的分布式多媒体资源的个性化访问，重复信息的融合和来自多个相关来源的冲突信息的识别，以及以交叉链接图像、视频和文本的简明多媒体摘要的形式呈现信息。当在患者护理点提供最新的医疗信息时，它可以帮助执业临床医生避免漏诊并最大限度地减少即将发生的并发症。当以可理解的方式表达时，它可以使患者掌握自己的医疗保健。

Abstract IIS-9817434 McKeown, KathleenColumbia University$953,188 - 12 mos. DLI-Phase 2: A Patient Care Digital Library This is the first year funding of a five year Cooperative Agreement award. Healthcare consumers and providers both need quick and easy access to a wide range of online resources. The goal of this project is to provide personalized access to a distributed patient care digital library through the development of a system, PERSIVAL (Personalized Retrieval and Summarization of Image, Video And Language resources). PERSIVAL will tailor search, presentation, and summarization of online medical literature and consumer health information to the end user, whether patient or healthcare provider. PERSIVAL will utilize the secure online patient records available at Columbia Presbyterian Medical Center (CPMC) as a sophisticated, pre-existing user model that can aid in predicting user's information needs and interests. Key features of the proposed work include personalized access to distributed, multimedia resources available both locally and over the Internet, fusion of repetitive information and identification of conflicting information from multiple relevant sources, and presentation of information in concise multimedia summaries that cross-link images, video, and text. When the latest medical information is provided at the point of patient care, it can help practicing clinicians to avoid missed diagnoses and minimize impending complications. When expressed in understandable terms, it can empower patients to take charge of their healthcare.