[Corpora-List] Second Call for Participation
Ozlem Uzuner
ozlem at mit.edu
Fri Feb 15 14:08:15 UTC 2008
Announcement of Data Release and Second Call for Participation
Second i2b2 Shared-Task and Workshop
Challenges in Natural Language Processing for Clinical Data
Obesity Challenge (A Shared-Task on Obesity): Who's obese and what
co-morbidities do they (definitely/likely) have?
Data Release: 15 March, 2008
Evaluation: 23-25 June, 2008
Paper Submission: 1 September, 2008
Workshop: 7 November, 2008 in Washington, DC
Organizer: Informatics for Integrating Biology and the Bedside,
i2b2, a National Center for Biomedical Computing
Website: https://www.i2b2.org/NLP
The obesity challenge is a multi-class, multi-label classification task
focused on obesity and its co-morbidities. The data for the challenge
consist of discharge summaries from Partners Healthcare. All records have
been fully de-identified. Obesity information and co-morbidities have been
marked at a document level as present, absent, questionable, or
unmentioned in the documents. For each patient, both textual judgments,
i.e., what the text explicitly states about obesity and co-morbidities,
and intuitive judgments, i.e., what the text implies about obesity and
co-morbidities, are provided. The goal of the challenge is to evaluate
systems on their ability to recognize whether a patient is obese and what
co-morbidities they exhibit.
The obesity challenge opened to preregistration on February 1, 2008.
Training data for the challenge will be released in installments; the
first installment will be released on March 15, 2008. The rest of the
installments will follow soon after. Test data are scheduled to be
released for only three days and will be used only for evaluation
purposes. The results of the challenge will be presented at the workshop
organized by i2b2.
Evaluation Dates, File Formats, and Evaluation Metrics.
The obesity challenge evaluation will be on only the test data. Each team
is allowed to upload up to three system runs. System output is expected in
the form of standoff annotations, following the exact format of the ground
truth annotations provided by i2b2. Precision, recall, and f-measure will
be used as evaluation metrics.
Participants are asked to submit a short paper describing their system and
analyzing their performance. Authors of top performing systems and of
particularly novel approaches will be invited to present or demo their
systems at the workshop.
Tentative Schedule
February 1, 2008 Preregistration Open
March 15, 2008 Training Data Release
April 15, 2008 Commitment to Participate in Challenge
June 23, 2008 Test Data Release at 9am EST
June 25, 2008 Output Due at Midnight EST
August 1, 2008 Notification of Results to Each Participant
September 1, 2008 Short Papers Due
October 1, 2008 Invitations to Present at the Workshop
November 7, 2008 Workshop
Organizing Committee:
Ozlem Uzuner, Chair, SUNY at Albany and Middle East Technical University North Cyprus Campus
Peter Szolovits, MIT CSAIL
Isaac Kohane, Partners Healthcare
Questions on the challenge can be addressed to Ozlem Uzuner,
i2b2nlp at albany.edu.
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