Resolve Entities to Terminology Codes - Live Demos & Notebooks
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. (...)
MEDDRA
This demo returns MedDRA codes corresponding to clinical terms. (...)
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. (...)
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. (...)
Resolve Drug Class using RxNorm taxonomy
This demo shows how to map Drugs to related Drug-Classes using RxNorm taxonomy. (...)
Resolve Drug & Substance using the UMLS CUI taxonomy
This demo shows how to map Drug & Substance to their corresponding codes using UMLS CUI taxonomy. (...)
Resolve Clinical Procedures using CPT taxonomy
This demo shows how to map clinical procedures to codes using CPT taxonomy. (...)
Mapping ICD-10-CM Codes with Corresponding Medicare Severity-Diagnosis Related Group
This pretrained model maps ICD-10-CM codes with their corresponding Medicare Severity-Diagnosis Related Group (MS-DRG). (...)
Mapping RxNorm Codes with Corresponding Drug Brand Names, Actions and Treatments
Mapping RxNorm and RxNorm Extension Codes with Corresponding Drug Brand Names, Actions and Treatments. (...)
Extraction of SNOMED Terms
This NER model is designed to identify SNOMED terms within clinical documents, utilizing the embeddings_clinical embeddings model. (...)