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Overview of BioCreative II gene mention recognition

Nineteen teams presented results for the Gene Mention Task at the BioCreative II Workshop. In this task participants designed systems to identify substrings in sentences corresponding to gene name mentions. A variety of different methods were used and the results varied with a highest achieved F(1 )...

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Autores principales: Smith, Larry, Tanabe, Lorraine K, Ando, Rie Johnson nee, Kuo, Cheng-Ju, Chung, I-Fang, Hsu, Chun-Nan, Lin, Yu-Shi, Klinger, Roman, Friedrich, Christoph M, Ganchev, Kuzman, Torii, Manabu, Liu, Hongfang, Haddow, Barry, Struble, Craig A, Povinelli, Richard J, Vlachos, Andreas, Baumgartner, William A, Hunter, Lawrence, Carpenter, Bob, Tsai, Richard Tzong-Han, Dai, Hong-Jie, Liu, Feng, Chen, Yifei, Sun, Chengjie, Katrenko, Sophia, Adriaans, Pieter, Blaschke, Christian, Torres, Rafael, Neves, Mariana, Nakov, Preslav, Divoli, Anna, Maña-López, Manuel, Mata, Jacinto, Wilbur, W John
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2559986/
https://www.ncbi.nlm.nih.gov/pubmed/18834493
http://dx.doi.org/10.1186/gb-2008-9-s2-s2
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author Smith, Larry
Tanabe, Lorraine K
Ando, Rie Johnson nee
Kuo, Cheng-Ju
Chung, I-Fang
Hsu, Chun-Nan
Lin, Yu-Shi
Klinger, Roman
Friedrich, Christoph M
Ganchev, Kuzman
Torii, Manabu
Liu, Hongfang
Haddow, Barry
Struble, Craig A
Povinelli, Richard J
Vlachos, Andreas
Baumgartner, William A
Hunter, Lawrence
Carpenter, Bob
Tsai, Richard Tzong-Han
Dai, Hong-Jie
Liu, Feng
Chen, Yifei
Sun, Chengjie
Katrenko, Sophia
Adriaans, Pieter
Blaschke, Christian
Torres, Rafael
Neves, Mariana
Nakov, Preslav
Divoli, Anna
Maña-López, Manuel
Mata, Jacinto
Wilbur, W John
author_facet Smith, Larry
Tanabe, Lorraine K
Ando, Rie Johnson nee
Kuo, Cheng-Ju
Chung, I-Fang
Hsu, Chun-Nan
Lin, Yu-Shi
Klinger, Roman
Friedrich, Christoph M
Ganchev, Kuzman
Torii, Manabu
Liu, Hongfang
Haddow, Barry
Struble, Craig A
Povinelli, Richard J
Vlachos, Andreas
Baumgartner, William A
Hunter, Lawrence
Carpenter, Bob
Tsai, Richard Tzong-Han
Dai, Hong-Jie
Liu, Feng
Chen, Yifei
Sun, Chengjie
Katrenko, Sophia
Adriaans, Pieter
Blaschke, Christian
Torres, Rafael
Neves, Mariana
Nakov, Preslav
Divoli, Anna
Maña-López, Manuel
Mata, Jacinto
Wilbur, W John
author_sort Smith, Larry
collection PubMed
description Nineteen teams presented results for the Gene Mention Task at the BioCreative II Workshop. In this task participants designed systems to identify substrings in sentences corresponding to gene name mentions. A variety of different methods were used and the results varied with a highest achieved F(1 )score of 0.8721. Here we present brief descriptions of all the methods used and a statistical analysis of the results. We also demonstrate that, by combining the results from all submissions, an F score of 0.9066 is feasible, and furthermore that the best result makes use of the lowest scoring submissions.
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spelling pubmed-25599862008-10-04 Overview of BioCreative II gene mention recognition Smith, Larry Tanabe, Lorraine K Ando, Rie Johnson nee Kuo, Cheng-Ju Chung, I-Fang Hsu, Chun-Nan Lin, Yu-Shi Klinger, Roman Friedrich, Christoph M Ganchev, Kuzman Torii, Manabu Liu, Hongfang Haddow, Barry Struble, Craig A Povinelli, Richard J Vlachos, Andreas Baumgartner, William A Hunter, Lawrence Carpenter, Bob Tsai, Richard Tzong-Han Dai, Hong-Jie Liu, Feng Chen, Yifei Sun, Chengjie Katrenko, Sophia Adriaans, Pieter Blaschke, Christian Torres, Rafael Neves, Mariana Nakov, Preslav Divoli, Anna Maña-López, Manuel Mata, Jacinto Wilbur, W John Genome Biol Research Nineteen teams presented results for the Gene Mention Task at the BioCreative II Workshop. In this task participants designed systems to identify substrings in sentences corresponding to gene name mentions. A variety of different methods were used and the results varied with a highest achieved F(1 )score of 0.8721. Here we present brief descriptions of all the methods used and a statistical analysis of the results. We also demonstrate that, by combining the results from all submissions, an F score of 0.9066 is feasible, and furthermore that the best result makes use of the lowest scoring submissions. BioMed Central 2008 2008-09-01 /pmc/articles/PMC2559986/ /pubmed/18834493 http://dx.doi.org/10.1186/gb-2008-9-s2-s2 Text en Copyright © 2008 Smith et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Smith, Larry
Tanabe, Lorraine K
Ando, Rie Johnson nee
Kuo, Cheng-Ju
Chung, I-Fang
Hsu, Chun-Nan
Lin, Yu-Shi
Klinger, Roman
Friedrich, Christoph M
Ganchev, Kuzman
Torii, Manabu
Liu, Hongfang
Haddow, Barry
Struble, Craig A
Povinelli, Richard J
Vlachos, Andreas
Baumgartner, William A
Hunter, Lawrence
Carpenter, Bob
Tsai, Richard Tzong-Han
Dai, Hong-Jie
Liu, Feng
Chen, Yifei
Sun, Chengjie
Katrenko, Sophia
Adriaans, Pieter
Blaschke, Christian
Torres, Rafael
Neves, Mariana
Nakov, Preslav
Divoli, Anna
Maña-López, Manuel
Mata, Jacinto
Wilbur, W John
Overview of BioCreative II gene mention recognition
title Overview of BioCreative II gene mention recognition
title_full Overview of BioCreative II gene mention recognition
title_fullStr Overview of BioCreative II gene mention recognition
title_full_unstemmed Overview of BioCreative II gene mention recognition
title_short Overview of BioCreative II gene mention recognition
title_sort overview of biocreative ii gene mention recognition
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2559986/
https://www.ncbi.nlm.nih.gov/pubmed/18834493
http://dx.doi.org/10.1186/gb-2008-9-s2-s2
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