Towards Generating Patient Specific Summaries of Medical Articles

نویسندگان

  • Noemie Elhadad
  • Kathleen R. McKeown
چکیده

The end users of medical digital libraries need quick access to information that is specific to the patients under their care. We present a summarization system that finds and extracts results from multiple medical journal articles returned by a search, filters results that match the patient and merges and orders the remaining facts for the summary. Our approach features an integration of text categorization, information extraction, information fusion and text reformulation for the summarization task.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Generating Patient-Specific Summaries of Online Literature

Medical professionals increasingly use online resources to find journal articles of interest, looking for both the latest news in their specialty, and for articles that discuss results pertaining to patients currently ~,~der their care. We present a design for generating summaries of such online articles that are tailored to the characteristics of the patient under consideration. In this model,...

متن کامل

Using Domain Knowledge for Text Summarization in Medical Domain

Medical Literatures on the web are the important sources to help clinicians in patient-care. Initially, the clinicians go through the author-written abstracts or summaries available with the medical articles to decide whether articles are suitable for in-depth study. Since all medical articles do not come with author written abstracts or summaries, automatic summarization of medical articles wi...

متن کامل

In-Browser Summarisation: Generating Elaborative Summaries Biased Towards the Reading Context

We investigate elaborative summarisation, where the aim is to identify supplementary information that expands upon a key fact. We envisage such summaries being useful when browsing certain kinds of (hyper-)linked document sets, such as Wikipedia articles or repositories of publications linked by citations. For these collections, an elaborative summary is intended to provide additional informati...

متن کامل

Surveyor: A System for Generating Coherent Survey Articles for Scientific Topics

We investigate the task of generating coherent survey articles for scientific topics. We introduce an extractive summarization algorithm that combines a content model with a discourse model to generate coherent and readable summaries of scientific topics using text from scientific articles relevant to the topic. Human evaluation on 15 topics in computational linguistics shows that our system pr...

متن کامل

Data-to-text summarisation of patient records: Using computer-generated summaries to access patient histories☆

OBJECTIVE We assess the efficacy and utility of automatically generated textual summaries of patients' medical histories at the point of care. METHOD Twenty-one clinicians were presented with information about two cancer patients and asked to answer key questions. For each clinician, the information on one of the patients comprised their official hospital records, and for the other patient it...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2001