{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,23]],"date-time":"2025-02-23T05:16:02Z","timestamp":1740287762783,"version":"3.37.3"},"reference-count":0,"publisher":"IOS Press","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2004]]},"abstract":"<jats:p>Clinical conditions described in patients&amp;rsquo; dictated reports are necessary for automated detection of patients with respiratory illnesses such as inhalational anthrax and pneumonia. We applied MetaMap to emergency department reports to extract a set of 71 clinical conditions relevant to detection of a lower respiratory outbreak. We indexed UMLS terms in emergency department reports with MetaMap, filtered the indexed output with a specialized lexicon of UMLS terms for the domain, and mapped the clinical conditions of interest to concepts in the lexicon. We compared MetaMap&amp;rsquo;s ability to accurately identify the conditions against a physician&amp;rsquo;s manual annotations and evaluated incorrectly indexed features to determine what additional processing is necessary.<\/jats:p>","DOI":"10.3233\/978-1-60750-949-3-487","type":"book-chapter","created":{"date-parts":[[2025,2,22]],"date-time":"2025-02-22T23:19:26Z","timestamp":1740266366000},"source":"Crossref","is-referenced-by-count":0,"title":["Identifying Respiratory Findings in Emergency Department Reports for Biosurveillance using MetaMap"],"prefix":"10.3233","author":[{"family":"Chapman Wendy W","sequence":"additional","affiliation":[]},{"family":"Fiszman Marcelo","sequence":"additional","affiliation":[]},{"family":"Dowling John N","sequence":"additional","affiliation":[]},{"family":"Chapman Brian E","sequence":"additional","affiliation":[]},{"family":"Rindflesch Thomas C","sequence":"additional","affiliation":[]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","MEDINFO 2004"],"original-title":[],"deposited":{"date-parts":[[2025,2,22]],"date-time":"2025-02-22T23:42:34Z","timestamp":1740267754000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.medra.org\/servlet\/aliasResolver?alias=iospressISSNISBN&issn=0926-9630&volume=107&spage=487"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2004]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/978-1-60750-949-3-487","relation":{},"ISSN":["0926-9630"],"issn-type":[{"value":"0926-9630","type":"print"}],"subject":[],"published":{"date-parts":[[2004]]}}}