Biomedical NER (all entities)

Text & chatUnavailable
by CommunityModel ID: biomedical-ner-all

Token-classification model from d4data that tags 84 biomedical entity types in clinical and medical text, including disease, sign, symptom, medication, dosage, lab value, body part and procedure. Trained on the Maccrobat clinical case corpus on a DistilBERT base, so it runs cheaply for high-volume tagging.

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

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Clinical or biomedical text to tag with named entities

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About Biomedical NER (all entities)

TL;DRAs of 23 September 2026

Biomedical NER (all entities) is a model by Community in the Text & chat category. Biomedical NER (all entities) is currently not available on Railwail.

biomedical-ner-all is a DistilBERT token classifier fine-tuned on the Maccrobat dataset of annotated clinical case reports. It recognises 84 entity categories spanning diagnoses, signs and symptoms, medications and dosages, lab results, anatomical sites, procedures and demographics. It is one of the most-downloaded open biomedical NER models and a practical default for extracting structured fields from doctor notes, case reports and patient histories.
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Pricing

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API

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Specifications

Model ID
biomedical-ner-all
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 or biomedical text to tag with named entities

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

Tags

  • medical
  • research
  • nlp
  • huggingface
  • ner
  • token-classification
  • biomedical
  • clinical
  • distilbert
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Use cases

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Frequently asked questions

What is Biomedical NER (all entities)?

Biomedical NER (all entities) 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 Biomedical NER (all entities) cost on Railwail?

Biomedical NER (all entities) 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 Biomedical NER (all entities) support?

According to its input schema, Biomedical NER (all entities) knows these parameters: inputs (up to 8,000 characters).

How fast is Biomedical NER (all entities)?

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

Is Biomedical NER (all entities) better than Claude Fable 5.1?

That depends on the task. Biomedical NER (all entities) (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 Biomedical NER (all entities) and Claude Fable 5.1

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