Abstract: Techniques are disclosed for automatic tagging of terms within a document and generating visual representations specifying the identifications to terms in the document and tags assigned to each term. Particularly, responsive to obtaining a document, a term auto-tagging system can implement machine learning and/or natural language processing techniques to compare terms included in the document with a database maintaining a mapping of terms and tags corresponding to each term to assign one or more tags to relevant terms. The identified terms and tags can be provided in a visual representation for processing/review at a client device, and the visual representation can be modified according to actions selected for the identified terms. The modified visual representation can be provided to a client device, and metadata for each term/tag can be uploaded to a database for training the term auto-tagging system.

Abstract: Techniques are disclosed for automatic tagging of terms within a document and generating visual representations specifying the identifications to terms in the document and tags assigned to each term. Particularly, responsive to obtaining a document, a term auto-tagging system can implement machine learning and/or natural language processing techniques to compare terms included in the document with a database maintaining a mapping of terms and tags corresponding to each term to assign one or more tags to relevant terms. The identified terms and tags can be provided in a visual representation for processing/review at a client device, and the visual representation can be modified according to actions selected for the identified terms. The modified visual representation can be provided to a client device, and metadata for each term/tag can be uploaded to a database for training the term auto-tagging system.

Abstract: Antigenic proteins may be expressed in bacteria by use of vectors having inserted therein DNA fragments from an envelope gene. The DNA fragments employed in the example are coding sequences found in the HTLV-I envelope gene. The bacteria used was E. coli. The antigenic proteins are useful in identifying antibodies to the organisms from which the DNA fragments were originally obtained.

Abstract: Antigenic proteins may be expressed in bacteria by use of vectors having inserted therein DNA fragments from an envelope gene. The DNA fragments employed in the example are coding sequences found in the HTLV-I envelope gene. The bacteria used was E. coli. The antigenic proteins are useful in identifying antibodies to the organisms from which the DNA fragments were originally obtained.