Description
This pretrained pipeline is built on the top of summarizer_generic_jsl model.
How to use
from sparknlp.pretrained import PretrainedPipeline
pipeline = PretrainedPipeline("summarizer_generic_jsl_pipeline", "en", "clinical/models")
text = """Patient with hypertension, syncope, and spinal stenosis - for recheck.
(Medical Transcription Sample Report)
SUBJECTIVE:
The patient is a 78-year-old female who returns for recheck. She has hypertension. She denies difficulty with chest pain, palpations, orthopnea, nocturnal dyspnea, or edema.
PAST MEDICAL HISTORY / SURGERY / HOSPITALIZATIONS:
Reviewed and unchanged from the dictation on 12/03/2003.
MEDICATIONS:
Atenolol 50 mg daily, Premarin 0.625 mg daily, calcium with vitamin D two to three pills daily, multivitamin daily, aspirin as needed, and TriViFlor 25 mg two pills daily. She also has Elocon cream 0.1% and Synalar cream 0.01% that she uses as needed for rash.
"""
result = pipeline.fullAnnotate(text)
import com.johnsnowlabs.nlp.pretrained.PretrainedPipeline
val pipeline = new PretrainedPipeline("summarizer_generic_jsl_pipeline", "en", "clinical/models")
val text = """Patient with hypertension, syncope, and spinal stenosis - for recheck.
(Medical Transcription Sample Report)
SUBJECTIVE:
The patient is a 78-year-old female who returns for recheck. She has hypertension. She denies difficulty with chest pain, palpations, orthopnea, nocturnal dyspnea, or edema.
PAST MEDICAL HISTORY / SURGERY / HOSPITALIZATIONS:
Reviewed and unchanged from the dictation on 12/03/2003.
MEDICATIONS:
Atenolol 50 mg daily, Premarin 0.625 mg daily, calcium with vitamin D two to three pills daily, multivitamin daily, aspirin as needed, and TriViFlor 25 mg two pills daily. She also has Elocon cream 0.1% and Synalar cream 0.01% that she uses as needed for rash.
"""
val result = pipeline.fullAnnotate(text)
Results
The patient is 78 years old and has hypertension. She has a history of chest pain, palpations, orthopedics, and spinal stenosis. She has a prescription of Atenolol 50 mg daily, Premarin 0.625 mg daily, calcium with vitamin D two to three pills daily, multivitamin daily, aspirin, and TriViFlor 25 mg two pills daily.
Model Information
| Model Name: | summarizer_generic_jsl_pipeline |
| Type: | pipeline |
| Compatibility: | Healthcare NLP 4.4.1+ |
| License: | Licensed |
| Edition: | Official |
| Language: | en |
| Size: | 936.7 MB |
Included Models
- DocumentAssembler
- MedicalSummarizer