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Conference papers
Sequential Pattern Mining to Discover Relations between Genes and Rare Diseases
Abstract : Orphanet provides an international web-based knowledge portal for rare diseases including a collection of review articles. However, reviews and literature monitoring are manual. Thus, new documentation about a rare disease is a time-consuming process and automatically discovering knowledge from a large collection of texts is a crucial issue. This context represents a strong motivation to address the problem of extracting gene-rare diseases relationships from texts. In this paper, we tackle this issue with a cross-fertilization of information extraction and data mining techniques (sequential pattern mining under constraints). Experiments show the interest of the method for the documentation of rare diseases.
https://hal.archives-ouvertes.fr/hal-01023713
Contributor : Greyc Référent <>
Submitted on : Tuesday, July 15, 2014 - 10:34:36 AM
Last modification on : Tuesday, June 15, 2021 - 4:26:35 PM
Contributor : Greyc Référent <>
Submitted on : Tuesday, July 15, 2014 - 10:34:36 AM
Last modification on : Tuesday, June 15, 2021 - 4:26:35 PM