Data Quality accelerator bundles > Data Quality bundle for life sciences
  

Data Quality bundle for life sciences

Use the Data Quality life sciences bundle to evaluate life science elements like Hierarchical Condition Category codes, National Drug Code numbers, National Provider Identifier numbers, and International Classification of Diseases codes. The bundle includes mapplets and other assets that define cleansing, labeling, parsing, and rule specification operations for life sciences data.
The following table describes the life sciences bundle assets:
Name
Type
Description
c_Remove_Non_Digit_Chars
Cleanse
Removes X, S, and underscore characters.
c_Remove_Punctuation
Cleanse
Removes all occurrences of punctuation from the input field.
c_Uppercase
Cleanse
Converts the input text to uppercase.
c_merge_remaining_text
Cleanse
Merges multiple input fields into a single field.
c_Remove_Space
Cleanse
Removes all occurrences of a character space from the input field.
hcc_code_infa
Dictionary
Contains a list of Hierarchical Condition Category (HCC) codes and their corresponding descriptions.
icd_11_infa
Dictionary
Contains a list of International Classification of Diseases (ICD-11) codes and their corresponding descriptions.
ndc_labeler_code
Dictionary
Contains the Labeler code number, which is a substring of the National Drug Code (NDC) numbers and the manufacturers of the drugs that the code numbers represent.
lbl_HCC_Code
Labeler
Labels an input string as "Valid" if the string is present in the dictionary of Hierarchical Condition Category (HCC) codes, and returns the corresponding description for a valid code.
lbl_ICD_11
Labeler
Labels an input string as "Valid" if the string is present in the dictionary of International Classification of Diseases (ICD-11) codes, and returns the corresponding description for a valid code.
lbl_Non_Digit_Chars
Labeler
Labels all non-digit characters consistently.
mplt_Hierarchical_Condition_Category_Code_Parse
Mapplet
Extracts a Hierarchical Condition Category (HCC) code from an input string.
mplt_Hierarchical_Condition_Category_Code_Validate
Mapplet
Validates a Hierarchical Condition Category (HCC) code.
mplt_International_Classification_Of_Diseases_Parse
Mapplet
Extracts an International Classification of Diseases (ICD-11) code from an input string.
mplt_International_Classification_Of_Diseases_Standardize
Mapplet
Standardizes an International Classification of Diseases (ICD-11) code.
mplt_International_Classification_Of_Diseases_Validate
Mapplet
Validates an International Classification of Diseases (ICD-11) code.
mplt_National_Drug_Code_parse
Mapplet
Extracts a National Drug Code (NDC) number.
The mapplet recognizes the following number formats:
  • - NNNNN-NNNN-NN
  • - NNNN-NNNN-NN
  • - NNNNN-NNN-NN
  • - NNNNN-NNNN-N
  • - NNNNNNNNNNN
  • - NNNNNNNNNN
mplt_National_Drug_Code_Standardize
Mapplet
Standardizes a National Drug Code (NDC) number to the following format:
NNNNN-NNNN-NN
mplt_National_Drug_Code_Validate
Mapplet
Validates a National Drug Code (NDC) number.
mplt_National_Provider_Identifier_Parse
Mapplet
Extracts a National Provider Identifier (NPI) number. The mapplet recognizes NNNNNNNNNN as the valid format.
mplt_National_Provider_Identifier_Standardize
Mapplet
Standardizes a National Provider Identifier (NPI) number to the following format:
NNNNNNNNNN
mplt_National_Provider_Identifier_Validate
Mapplet
Validates a National Provider Identifier (NPI) number using the Luhn algorithm.
mplt_Remove_Punctuation_and_Space
Mapplet
Removes all punctuation symbols and character spaces from an input value, and returns the remaining digits and letters.
mplt_Luhn_Algorithm
Mapplet
Applies the Luhn algorithm, a mod 10 calculation commonly used for credit card number check digit validation, to an input value.
Returns Valid if the supplied check digit matches the calculated value. Returns Invalid if the supplied check digit does not match the calculated value.
mplt_Hierarchical_Condition_Category_Code_Standardize
Mapplet
Standardizes a Hierarchical Condition Category(HCC) code.
p_HCC_Code
Parse
Extracts a Hierarchical Condition Category (HCC) code from a string of text.
p_ICD_11
Parse
Extracts an International Classification of Diseases (ICD-11) code from a string of text.
p_NDC
Parse
Extracts a National Drug Code (NDC) number from a string of text.
p_NPI
Parse
Extracts a National Provider Identifier (NPI) number from a string of text.
rs_ICD_11
Rule Specification
Identifies an input string as a valid or invalid International Classification of Diseases (ICD-11) code.
rs_NDC_Format
Rule Specification
Formats a National Drug Code (NDC) value as NNNNN-NNNN-NN.
rs_NDC_Labeler
Rule Specification
Compares an input field to the ndc_labeler_code dictionary. If the input field data is present in the dictionary, the rule specification returns the corresponding drug manufacturer name from the dictionary.