Description
This pretrained pipeline is built on the top of jsl_meds_ner_q16_v4 model.
How to use
from sparknlp.pretrained import PretrainedPipeline
pipeline = PretrainedPipeline("jsl_meds_ner_q16_v4_pipeline", "en", "clinical/models")
text = """### Template:
{
"drugs": [
{
"name": "",
"reactions": []
}
]
}
### Text:
I feel a bit drowsy & have a little blurred vision , and some gastric problems .
I 've been on Arthrotec 50 for over 10 years on and off , only taking it when I needed it .
Due to my arthritis getting progressively worse , to the point where I am in tears with the agony.
Gp 's started me on 75 twice a day and I have to take it every day for the next month to see how I get on , here goes .
So far its been very good , pains almost gone , but I feel a bit weird , did n't have that when on 50."""
result = pipeline.fullAnnotate(text)
from johnsnowlabs import nlp, medical
pipeline = nlp.PretrainedPipeline("jsl_meds_ner_q16_v4_pipeline", "en", "clinical/models")
text = """### Template:
{
"drugs": [
{
"name": "",
"reactions": []
}
]
}
### Text:
I feel a bit drowsy & have a little blurred vision , and some gastric problems .
I 've been on Arthrotec 50 for over 10 years on and off , only taking it when I needed it .
Due to my arthritis getting progressively worse , to the point where I am in tears with the agony.
Gp 's started me on 75 twice a day and I have to take it every day for the next month to see how I get on , here goes .
So far its been very good , pains almost gone , but I feel a bit weird , did n't have that when on 50."""
result = pipeline.fullAnnotate(text)
import com.johnsnowlabs.nlp.pretrained.PretrainedPipeline
val pipeline = new PretrainedPipeline("jsl_meds_ner_q16_v4_pipeline", "en", "clinical/models")
val text = """### Template:
{
"drugs": [
{
"name": "",
"reactions": []
}
]
}
### Text:
I feel a bit drowsy & have a little blurred vision , and some gastric problems .
I 've been on Arthrotec 50 for over 10 years on and off , only taking it when I needed it .
Due to my arthritis getting progressively worse , to the point where I am in tears with the agony.
Gp 's started me on 75 twice a day and I have to take it every day for the next month to see how I get on , here goes .
So far its been very good , pains almost gone , but I feel a bit weird , did n't have that when on 50."""
val result = pipeline.fullAnnotate(text)
Results
{
"drugs": [
{
"name": "Arthrotec 50",
"reactions": [
"drowsy",
"blurred vision",
"gastric problems"
]
},
{
"name": "75",
"reactions": [
"weird"
]
}
]
}
Model Information
| Model Name: | jsl_meds_ner_q16_v4_pipeline |
| Type: | pipeline |
| Compatibility: | Healthcare NLP 6.1.0+ |
| License: | Licensed |
| Edition: | Official |
| Language: | en |
| Size: | 6.0 GB |
Included Models
- DocumentAssembler
- MedicalLLM