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Natural Language Processing (NLP) is being applied for several information extraction tasks in the biomedical domain. The unique nature of clinical information requires the need for developing an NLP system designed specifically for the clinical domain. We describe a method to identify semantically coherent phrases within clinical reports. This is an important step towards full syntactic parsing within a clinical NLP system. We use this semantic phrase chunker to identify anatomical phrasesdoi:10.1109/cidm.2007.368874 dblp:conf/cidm/BashyamT07 fatcat:orrds45cc5bqvkrl3dwqodcl5y