Spark NLP in Action

Spark NLP – English Resolve Entities to Codes
Detect sign
Detect signs
SNOMED coding
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.
Diagnosis and procedures
Diagnosis and procedures
ICDO coding
Automatically detect the tumor in your healthcare records and link it to the corresponding ICDO code using Spark NLP for Healthcare out of the box.
ICD10-CM coding
Automatically detect the pre and post op diagnosis, signs and symptoms or other findings in your healthcare records and automatically link them to the corresponding ICD10-CM code using Spark NLP for Healthcare out of the box.
prescriptions
prescriptions
RxNORM coding
Automatically detect the drugs and treatments names mentioned in your prescription or healthcare records and link them to the corresponding RxNORM codes using Spark NLP for Healthcare out of the box.
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
These pretrained pipelines map various codes (e.g., ICD10CM codes to SNOMED codes) without using any text data.