How to write and publish a scientific paper
How to write and publish a scientific paper
Information seeking in electronic environments
Information seeking in electronic environments
New Methods in Automatic Extracting
Journal of the ACM (JACM)
An investigation of linguistic features and clustering algorithms for topical document clustering
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
An English language question answering system for a large relational database
Communications of the ACM
A vector space model for automatic indexing
Communications of the ACM
PERSIVAL, a system for personalized search and summarization over multimedia healthcare information
Proceedings of the 1st ACM/IEEE-CS joint conference on Digital libraries
Extracting macroscopic information from Web links
Journal of the American Society for Information Science and Technology
Usability in the real world: assessing medical information technologies in patient's homes
Journal of Biomedical Informatics - Patient safety
Cognitive and usability engineering methods for the evaluation of clinical information systems
Journal of Biomedical Informatics
Information fusion in the context of multi-document summarization
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
Combining the language model and inference network approaches to retrieval
Information Processing and Management: an International Journal - Special issue: Bayesian networks and information retrieval
Journal of the American Society for Information Science and Technology
Generic soft pattern models for definitional question answering
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLPWorkshop on Automatic summarization - Volume 4
Automated text summarization and the SUMMARIST system
TIPSTER '98 Proceedings of a workshop on held at Baltimore, Maryland: October 13-15, 1998
EMNLP '03 Proceedings of the 2003 conference on Empirical methods in natural language processing
User simulations for evaluating answers to question series
Information Processing and Management: an International Journal
Zone identification in biology articles as a basis for information extraction
JNLPBA '04 Proceedings of the International Joint Workshop on Natural Language Processing in Biomedicine and its Applications
BioNLP '06 Proceedings of the Workshop on Linking Natural Language Processing and Biology: Towards Deeper Biological Literature Analysis
Generative content models for structural analysis of medical abstracts
BioNLP '06 Proceedings of the Workshop on Linking Natural Language Processing and Biology: Towards Deeper Biological Literature Analysis
Abstraction summarization for managing the biomedical research literature
CLS '04 Proceedings of the HLT-NAACL Workshop on Computational Lexical Semantics
Inferring strategies for sentence ordering in multidocument news summarization
Journal of Artificial Intelligence Research
Customization in a unified framework for summarizing medical literature
Artificial Intelligence in Medicine
The automatic creation of literature abstracts
IBM Journal of Research and Development
Automatically generating extraction patterns from untagged text
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 2
From expert-driven to user-oriented communication of infection control guidelines
International Journal of Human-Computer Studies
Biomedical question answering: A survey
Computer Methods and Programs in Biomedicine
Automatic indexing and retrieval of encounter-specific evidence for point-of-care support
Journal of Biomedical Informatics
A study on the use of search engines for answering clinical questions
HIKM '10 Proceedings of the Fourth Australasian Workshop on Health Informatics and Knowledge Management - Volume 108
Detecting hedge cues and their scope in biomedical text with conditional random fields
Journal of Biomedical Informatics
Automatically extracting information needs from complex clinical questions
Journal of Biomedical Informatics
Discount user-centered e-health design: a quick-but-not-dirty method
USAB'10 Proceedings of the 6th international conference on HCI in work and learning, life and leisure: workgroup human-computer interaction and usability engineering
AskHERMES: An online question answering system for complex clinical questions
Journal of Biomedical Informatics
Open- vs. Restricted-Domain QA Systems in the Biomedical Field
Journal of Information Science
Journal of Biomedical Informatics
Hi-index | 0.00 |
The published medical literature and online medical resources are important sources to help physicians make patient treatment decisions. Traditional sources used for information retrieval (e.g., PubMed) often return a list of documents in response to a user's query. Frequently the number of returned documents from large knowledge repositories is large and makes information seeking practical only ''after hours'' and not in the clinical setting. This study developed novel algorithms, and designed, implemented, and evaluated a medical definitional question answering system (MedQA). MedQA automatically analyzed a large number of electronic documents to generate short and coherent answers in response to definitional questions (i.e., questions with the format of ''What is X?''). Our preliminary cognitive evaluation shows that MedQA out-performed three other online information systems (Google, OneLook, and PubMed) in two important efficiency criteria; namely, time spent and number of actions taken for a physician to identify a definition. It is our contention that question answering systems that aggregate pertinent information scattered across different documents have the potential to address clinical information needs within a timeframe necessary to meet the demands of clinicians.