Results: 5

1.
Figure 4

Figure 4. From: The Yale cTAKES extensions for document classification: architecture and application.

Dimensions of the document corpus.

Vijay Garla, et al. J Am Med Inform Assoc. 2011 Sep-Oct;18(5):614-620.
2.
Figure 2

Figure 2. From: The Yale cTAKES extensions for document classification: architecture and application.

Bag-of-Words Exporter pivots instance id, attribute name, attribute value triples into a sparse matrix.

Vijay Garla, et al. J Am Med Inform Assoc. 2011 Sep-Oct;18(5):614-620.
3.
Figure 5

Figure 5. From: The Yale cTAKES extensions for document classification: architecture and application.

Varices classification rule. If any one of the varices terms is affirmed more than it is negated, the tree assigns the document the class label ‘varices positive.’

Vijay Garla, et al. J Am Med Inform Assoc. 2011 Sep-Oct;18(5):614-620.
4.
Figure 1

Figure 1. From: The Yale cTAKES extensions for document classification: architecture and application.

Yale clinical Text Analysis and Knowledge Extraction System Extensions (YTEX) pipeline. New annotators developed as part of this study are shaded in gray. DB, database.

Vijay Garla, et al. J Am Med Inform Assoc. 2011 Sep-Oct;18(5):614-620.
5.
Figure 3

Figure 3. From: The Yale cTAKES extensions for document classification: architecture and application.

Development of the gold standard. ICD, International Classification of Diseases, Ninth Revision; VACS, Veterans Aging Cohort Study.

Vijay Garla, et al. J Am Med Inform Assoc. 2011 Sep-Oct;18(5):614-620.

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