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Stanford Deidentifier Base

huggingface.co·Infrastructure·🇺🇸

stanford-deidentifier-base is a fine-tuned BERT model developed by Stanford AIMI for token classification. It identifies protected health information (PHI) in biomedical and radiology text. The model is distributed on Hugging Face and can be used with the Transformers library for research, clinical data processing, and compliance workflows.

Open SourceApache-2.0WebAPI
SStanford Deidentifier Base preview
Visit huggingface.co↗
107stars
19forks
4features
2022since

Overview

4 features

Stanford Deidentifier Base is an Other AI project. Automatically detecting and de-identifying protected health information in clinical notes and radiology reports to enable safe data sharing. Stanford Deidentifier Base is an open-source project aimed at developers. The project is open source (Apache-2.0). Stanford Deidentifier Base is available on the web and API.

Stanford AIMI builds and maintains Stanford Deidentifier Base, and it first shipped in 2022. Development happens publicly on GitHub with 107 stars. Key capabilities include Token Classification, PHI Detection, and Medical Text Processing.

Summary written by a language model from the project’s public pages.

  • ✓Token Classification
  • ✓PHI Detection
  • ✓Medical Text Processing
  • ✓Transformers Compatible
Tags
clinical-nlpphi-deidentificationmedical-nerbert-model
AI capabilities
Text
Inference: LocalWeights: Open

Built with & integrations

Hosting
AWS
Runs on
BrowserAPI-only
Detected from
AWS
x-amz-cf-id header · x-amz-cf-pop header · via header

Trust & compliance

License
Apache-2.0
Verified signals
✓HTTPS✓Privacy Policy✓Terms of Service✓Open Source✓GitHub · ★ 107
Legal
Privacy Policy →Terms of Service →

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed23 Jul · 08:54 UTC
    StanfordAIMI/stanford-deidentifier-base verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about Stanford Deidentifier Base

What is Stanford Deidentifier Base?
Automatically detecting and de-identifying protected health information in clinical notes and radiology reports to enable safe data sharing. It is catalogued under Other AI on PulseGate.
Who is Stanford Deidentifier Base for?
Stanford Deidentifier Base is an open-source project built for developers.
Is Stanford Deidentifier Base free?
Yes — Stanford Deidentifier Base is open source under the Apache-2.0 license and free to use.
What platforms does Stanford Deidentifier Base run on?
Stanford Deidentifier Base runs on the web and API.
Is Stanford Deidentifier Base still active?
Unverified. Stanford Deidentifier Base has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
What projects are similar to Stanford Deidentifier Base?
Similar projects tracked by PulseGate include verdikt, cliver, and ChatGPT Prompts Extension.verdiktcliverChatGPT Prompts Extension
Who makes Stanford Deidentifier Base?
Stanford Deidentifier Base is developed by Stanford AIMI, based in the United States.
When did Stanford Deidentifier Base launch?
Stanford Deidentifier Base first shipped in 2022.

At a glance

Pricing
Open Source
Platforms
Web
Languages
English
Open source
Yes · ★ 107
License
Apache-2.0
Built for
developers
Model
Open source
Solves
Automatically detecting and de-identifying protected health information in clinical notes and radiology reports to enable safe data sharing.

Registered as

GitHub
MIDRC/Stanford_Penn_Deidentifier
Hugging Face
StanfordAIMI/stanford-deidentifier-base

Developer

🇺🇸Stanford AIMI
Small team
↗ GitHub

Open source

View on GitHub →
Stars
107
Forks
19
Open issues
6
Last commit
24 Nov 2025
Commits 90d
0
Contributors
2
Authorship
Small team
Default branch
master

Live coverage

Identity confidence
Medium · 70.4
Indexed
23 Jul 2026
Lifecycle
Alive
Last seen
23 Jul 2026
Identity audit (13)
Slug
stanfordaimi-stanford-deidentifier-base-huggingface-co
Lifecycle state recorded
23 Jul 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
23 Jul 2026
Timeline basis
Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from
Derived from the project's own page and URL.
Category from
Derived from the model's own Hugging Face metadata.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model from page content.
Last updated
5 Aug 2026
Canonical URL
https://huggingface.co/StanfordAIMI/stanford-deidentifier-base

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