The identification of important concepts in highly structured technical papers
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
A trainable document summarizer
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
Generating summaries of multiple news articles
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
PERSIVAL, a system for personalized search and summarization over multimedia healthcare information
Proceedings of the 1st ACM/IEEE-CS joint conference on Digital libraries
Summarizing scientific articles: experiments with relevance and rhetorical status
Computational Linguistics - Summarization
The TIPSTER SUMMAC Text Summarization Evaluation
EACL '99 Proceedings of the ninth conference on European chapter of the Association for Computational Linguistics
Journal of Biomedical Informatics - Special issue: Unified medical language system
From single to multi-document summarization: a prototype system and its evaluation
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Evaluation challenges in large-scale document summarization
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
A common theory of information fusion from multiple text sources step one: cross-document structure
SIGDIAL '00 Proceedings of the 1st SIGdial workshop on Discourse and dialogue - Volume 10
Manual and automatic evaluation of summaries
AS '02 Proceedings of the ACL-02 Workshop on Automatic Summarization - Volume 4
Sub-event based multi-document summarization
HLT-NAACL-DUC '03 Proceedings of the HLT-NAACL 03 on Text summarization workshop - Volume 5
Summarising legal texts: sentential tense and argumentative roles
HLT-NAACL-DUC '03 Proceedings of the HLT-NAACL 03 on Text summarization workshop - Volume 5
Biostatistical Analysis (5th Edition)
Biostatistical Analysis (5th Edition)
An empirical study of information synthesis tasks
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
The Pyramid Method: Incorporating human content selection variation in summarization evaluation
ACM Transactions on Speech and Language Processing (TSLP)
Answering Clinical Questions with Knowledge-Based and Statistical Techniques
Computational Linguistics
Tracking and summarizing news on a daily basis with Columbia's Newsblaster
HLT '02 Proceedings of the second international conference on Human Language Technology Research
Abstraction summarization for managing the biomedical research literature
CLS '04 Proceedings of the HLT-NAACL Workshop on Computational Lexical Semantics
Customization in a unified framework for summarizing medical literature
Artificial Intelligence in Medicine
Summarization from medical documents: a survey
Artificial Intelligence in Medicine
Guest Editorial: Current issues in biomedical text mining and natural language processing
Journal of Biomedical Informatics
Methodological Review: What can natural language processing do for clinical decision support?
Journal of Biomedical Informatics
Knowledge and reasoning for medical question-answering
KRAQ '09 Proceedings of the 2009 Workshop on Knowledge and Reasoning for Answering Questions
Arguments of nominals in semantic interpretation of biomedical text
BioNLP '10 Proceedings of the 2010 Workshop on Biomedical Natural Language Processing
Dynamic concept ontology construction for pubmed queries
DTMBIO '10 Proceedings of the ACM fourth international workshop on Data and text mining in biomedical informatics
Automatic integration of drug indications from multiple health resources
Proceedings of the 1st ACM International Health Informatics Symposium
Experimenting with automatic text summarisation for arabic
LTC'09 Proceedings of the 4th conference on Human language technology: challenges for computer science and linguistics
Exploring clustering for multi-document arabic summarisation
AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
Degree centrality for semantic abstraction summarization of therapeutic studies
Journal of Biomedical Informatics
Development and evaluation of a biomedical search engine using a predicate-based vector space model
Journal of Biomedical Informatics
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As the number of electronic biomedical textual resources increases, it becomes harder for physicians to find useful answers at the point of care. Information retrieval applications provide access to databases; however, little research has been done on using automatic summarization to help navigate the documents returned by these systems. After presenting a semantic abstraction automatic summarization system for MEDLINE citations, we concentrate on evaluating its ability to identify useful drug interventions for 53 diseases. The evaluation methodology uses existing sources of evidence-based medicine as surrogates for a physician-annotated reference standard. Mean average precision (MAP) and a clinical usefulness score developed for this study were computed as performance metrics. The automatic summarization system significantly outperformed the baseline in both metrics. The MAP gain was 0.17 (p