Clinical NER (problem, test, treatment)

Text & chatUnavailable
by CommunityModel ID: clinical-ner-problem-test-treatment

Token-classification model that tags the three core i2b2 clinical entity types in patient notes: problem, test and treatment. Given a sentence from a discharge summary or progress note it marks which spans are medical problems, which are diagnostic tests and which are treatments or medications.

Status
Unavailable
Input → output
Text → Text
Developer
Community
Updated
23 September 2026

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Clinical note text to tag with problem, test and treatment spans

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About Clinical NER (problem, test, treatment)

TL;DRAs of 23 September 2026

Clinical NER (problem, test, treatment) is a model by Community in the Text & chat category. Clinical NER (problem, test, treatment) is currently not available on Railwail.

This BERT token classifier from Sam Rawal labels clinical concepts into the i2b2 2010 scheme of problem, test and treatment. Problems cover diagnoses and symptoms, tests cover labs and imaging, and treatments cover procedures and medications. It is a compact, widely-referenced baseline for structuring electronic health record text into these three categories before downstream coding or summarization.
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Pricing

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API

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Specifications

Model ID
clinical-ner-problem-test-treatment
Developer
Community
Category
Text & chat
Input
Text
Output
Text
Catalog entry updated
23 September 2026

Input parameters

Inputs and settings from the model's input schema. The example in the API section shows which of them the API accepts.

  • inputsrequired

    Clinical note text to tag with problem, test and treatment spans

    Type: Text
    Default: –
    Allowed values: up to 8,000 characters

Tags

  • medical
  • research
  • nlp
  • huggingface
  • ner
  • token-classification
  • clinical
  • i2b2
  • ehr
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Use cases

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Frequently asked questions

What is Clinical NER (problem, test, treatment)?

Clinical NER (problem, test, treatment) is a model by Community in the Text & chat category. It is listed on Railwail but cannot be run at the moment.

How much does Clinical NER (problem, test, treatment) cost on Railwail?

Clinical NER (problem, test, treatment) cannot be run on Railwail at the moment, so there is no current price. Available alternatives with prices are listed further down this page.

Which settings does Clinical NER (problem, test, treatment) support?

According to its input schema, Clinical NER (problem, test, treatment) knows these parameters: inputs (up to 8,000 characters).

How fast is Clinical NER (problem, test, treatment)?

There are not enough measured runs of Clinical NER (problem, test, treatment) on Railwail yet to state a run time. It depends on the input, the settings and the load at the provider.

Is Clinical NER (problem, test, treatment) better than Claude Fable 5.1?

That depends on the task. Clinical NER (problem, test, treatment) (Community) and Claude Fable 5.1 (Anthropic) are both models in the Text & chat category. The comparison page shows their prices and specifications side by side.

Compare Clinical NER (problem, test, treatment) and Claude Fable 5.1

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