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CONCH

huggingface.co·Infrastructure

CONCH is a vision-language foundation model developed by MahmoodLab for computational pathology. It excels at image feature extraction and understanding of histopathology slides. The model is released under a non-commercial license and integrates with the timm library for easy use in research pipelines. It is intended for academic researchers performing image analysis in medicine.

Open SourceWebCLIAPI
CCONCH preview
Visit huggingface.co↗
518stars
53forks
4features
2024since

Overview

4 features

CONCH sits in PulseGate's Other AI category. It focuses on extracting high-quality features from pathology images for downstream analysis and research without training custom models from scratch. It is built as an open-source project for Medical AI researchers. CONCH is open source under the Open Source license. CONCH is available on the web, the command line, and API.

MahmoodLab builds and maintains CONCH, and it first shipped in 2024. The project is developed in the open on GitHub with 518 stars. Key capabilities include Pathology Image Analysis, Feature Extraction, and Timm Integration.

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

  • ✓Pathology Image Analysis
  • ✓Feature Extraction
  • ✓Timm Integration
  • ✓Vision Language Model
Tags
pathology-aivision-language-modelmedical-imagingfeature-extractor
AI capabilities
Image
Inference: LocalWeights: Open

Built with & integrations

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

Trust & compliance

License
Open Source
Verified signals
✓HTTPS✓Privacy Policy✓Terms of Service✓Open Source✓Free tier✓GitHub · ★ 518
Legal
Privacy Policy →Terms of Service →

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed19 Jul · 20:51 UTC
    MahmoodLab/CONCH verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about CONCH

What is CONCH?
CONCH focuses on extracting high-quality features from pathology images for downstream analysis and research without training custom models from scratch. It is catalogued under Other AI on PulseGate.
Who should use CONCH?
CONCH is an open-source project built for Medical AI researchers.
Does CONCH have a free plan?
Yes — CONCH is open source under the Open Source license and free to use.
What platforms does CONCH run on?
CONCH runs on the web, the command line, and API.
Is CONCH still maintained?
Unverified. CONCH 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 CONCH?
Similar projects tracked by PulseGate include verdikt, cliver, and ChatGPT Prompts Extension.verdiktcliverChatGPT Prompts Extension
Who develops CONCH?
CONCH is developed by MahmoodLab.
When did CONCH launch?
CONCH first shipped in 2024.

At a glance

Pricing
Open Source
Platforms
Cli · Web
Languages
English
Open source
Yes · ★ 518
License
Open Source
Built for
Medical AI researchers
Model
Open source
Solves
Extracting high-quality features from pathology images for downstream analysis and research without training custom models from scratch.

Registered as

GitHub
mahmoodlab/CONCH
Hugging Face
MahmoodLab/CONCH

Developer

MahmoodLab
Small team
↗ GitHub

Open source

View on GitHub →
Stars
518
Forks
53
Open issues
16
Last commit
26 Mar 2025
Commits 90d
0
Contributors
3
Authorship
Small team
Default branch
main

Live coverage

Identity confidence
Medium · 70.4
Indexed
19 Jul 2026
Lifecycle
Unverified
Last seen
19 Jul 2026
Identity audit (12)
Slug
mahmoodlab-conch-huggingface-co
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
19 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
6 Aug 2026
Canonical URL
https://huggingface.co/MahmoodLab/CONCH

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