Spark NLP in Action

Spark NLP for Healthcare Resolve Entities to Codes
Map clinical terminology to SNOMED taxonomy
Automatically resolve the SNOMED code corresponding to the diseases and conditions mentioned in your health record using Spark NLP for Healthcare out of the box.
Map clinical terminology to ICD-10-CM taxonomy
This demo shows how clinical problems can be automatically mapped to the ICD10-CM taxonomy.
Map drug terminology to RxNorm taxonomy
This demo shows how drugs can be automatically mapped to RxNorm codes using sentence based resolvers.
Resolve drugs to RXNORM-NDC codes
This demo shows how the extracted drugs can be mapped to RxNorm-NDC codes using Spark NLP for Healhtcare sentence resolvers.
Logical Observation Identifiers Names and Codes (LOINC)
Map clinical NER entities to Logical Observation Identifiers Names and Codes (LOINC) using our pre-trained model.
Map healthcare codes between taxonomies
These pretrained pipelines map various codes (e.g., ICD10CM codes to SNOMED codes) without using any text data.
Map laboratory terminology to LOINC taxonomy
This demo shows how laboratory terminology can be automatically mapped to the Logical Observation Identifiers Names and Codes (LOINC) taxonomy.
Extract Hierarchical Condition Categories billable codes using ICD-10-CM taxonomy
This demo shows how the extracted medical entities can be mapped to Hierarchical Condition Categories billable codes, using the ICD10-CM taxonomy.
Resolve Clinical Health Information using the HPO taxonomy
This demo shows how clinical health information can be mapped to codes using the HPO taxonomy.
Resolve Clinical Health Information using the MeSH taxonomy
This demo shows how clinical health information can be mapped to codes using the MeSH taxonomy.
Resolve Clinical Findings using the UMLS CUI taxonomy
This demo shows how clinical findings can be mapped to codes using the UMLS CUI taxonomy.
Map clinical terminology to HCPCS taxonomy
This demo shows how clinical terminology can be automatically mapped to the Healthcare Common procedure Coding System (HCPCS) taxonomy.
Resolve Clinical Health Information using the NDC taxonomy
This demo shows how clinical health information and concepts (like drugs/ingredients) can be mapped to codes using the NDC taxonomy.