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Khresmoi – Multilingual Semantic Search of Medical Text and Images

Khresmoi – Multilingual Semantic Search of Medical Text and Images. Henning Müller Allan Hanbury. Khresmoi. 4 year EU Project Currently in its 3rd year. Quick Poll. Who has searched for health information online? Where do you search? Websites suggested by a health care provider

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Khresmoi – Multilingual Semantic Search of Medical Text and Images

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  1. Khresmoi – Multilingual Semantic Search of Medical Text and Images • Henning Müller • Allan Hanbury

  2. Khresmoi • 4 year EU Project • Currently in its 3rd year

  3. Quick Poll • Who has searched for health information online? • Where do you search? • Websites suggested by a health care provider • Forums and Blogs • Websites providing health information (hospital, university, …) • Wikipedia • Facebook • General search engines (Google, Yahoo, Bing)

  4. How often do you use the following types of online sources to find online health information?

  5. The Khresmoi System Crawler HONcode certified websites Knowledge base Spell Checker Solr / Lucene AJAX User Interface MOSES

  6. Quick Poll • Where do you believe that physicians search for medical information? • Hospital or University websites • Wikipedia • Physician network communities • Medical research databases (e.g. PubMed) • General search engines (Google, Yahoo, Bing)

  7. The Khresmoi System ezDL Web Interface ezDL Desktop Interface ezDL Mobile Interface Journals with images ParaDISE Index ezDL Backend SCA Integration Framework GATE Mimir Indexes Crawler GATE Teamware HONcode certified websites Disambiguator Knowledge base Spell Checker Physician websites Solr / Lucene AJAX User Interface MOSES

  8. Medical imaging data production • Medical imaging is estimated to occupy 30% of world storage capacity in 2010! • Mammography data in the US in 2009 amounts to 2.5 Petabytes Riding the wave – how Europe can gain from the rising tide of scientific data, report of the European Commission, 10/2010.

  9. The Khresmoi System ezDL Web Interface ezDL Desktop Interface ezDL Mobile Interface Journals with images ParaDISE Index ezDL Backend 3D images on the PACS 3D image analyser and indexer SCA Integration Framework Radiology reports on the PACS GATE Mimir Indexes Index Crawler GATE Teamware HONcode certified websites Disambiguator Knowledge base Spell Checker Physician websites Solr / Lucene AJAX User Interface MOSES

  10. Open Source Components • GATE (https://gate.ac.uk) • General Architecture for Text Engineering • Used to annotate documents at word, section and document levels. • Mimir (https://gate.ac.uk/mimir) • Uses GATE annotations to perform semantic search. • ezDL (http://ezdl.de) • Framework for interactive search applications. • ParaDISE • New visual search engine using state-of-the-art image features and visual similarity calculation. • MOSES (http://www.statmt.org/moses) • Statistical machine translation software. • Trained to translate text in the medical domain.

  11. Khresmoi Consortium http://khresmoi.eu

  12. http://khresmoi.eu • @khresmoi • Khresmoi LinkedIn Group

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