Question answering in biomedicine

The recent developments in Question Answering have kept with open-domain questions and collections, sometimes argued as being more di fficult than narrow domain-focused questions and corpora. The biomedical field is indeed a specialized domain; however, its scope is fairly broad, so that considering a biomedical QA task is not necessarily such a simplification over open-domain QA as represented in the recent TREC evaluations. We shall try to characterize salient aspects of biomedical QA as well as to give a short review of useful resources to address this task.

[1]  F B ROGERS,et al.  Medical Subject Headings , 1948, Nature.

[2]  D. Lindberg,et al.  Unified Medical Language System , 2020, Definitions.

[3]  Ian Horrocks,et al.  The GRAIL concept modelling language for medical terminology , 1997, Artif. Intell. Medicine.

[4]  M. Ebell,et al.  Analysis of questions asked by family doctors regarding patient care , 1999, BMJ.

[5]  P. Gorman,et al.  A taxonomy of generic clinical questions: classification study , 2000, BMJ : British Medical Journal.

[6]  S J Darmoni,et al.  CISMeF: A Structured Health Resource Guide , 2000, Methods of Information in Medicine.

[7]  Alan R. Aronson,et al.  Effective mapping of biomedical text to the UMLS Metathesaurus: the MetaMap program , 2001, AMIA.

[8]  B. Ewigman,et al.  Answering family physicians' clinical questions using electronic medical databases. , 2001, The Journal of family practice.

[9]  Stefan Schulz,et al.  The German specialist lexicon , 2002, AMIA.

[10]  M. Ebell,et al.  Obstacles to answering doctors' questions about patient care with evidence: qualitative study , 2002, BMJ : British Medical Journal.

[11]  Jimmy J. Lin,et al.  Question Answering Techniques for the World Wide Web , 2003 .

[12]  Robert H. Baud,et al.  Towards a Unified Medical Lexicon for French , 2003, MIE.

[13]  Pierre Zweigenbaum,et al.  Towards a Medical Question-Answering System: a Feasibility Study , 2003, MIE.

[14]  Pierre Zweigenbaum,et al.  Recherche en corpus de réponses à des questions définitoires , 2005, JEPTALNRECITAL.