TITAN
MahmoodLab/TITAN is a vision transformer model trained with self-supervised learning specifically for computational pathology. It excels at extracting rich features from histology and tissue images for downstream tasks such as classification, segmentation, and biomarker discovery. The model is available on Hugging Face for research use.
Open SourceWebAPI
356stars
39forks
4features
2024since
Overview
4 featuresIn the Other AI space, TITAN takes a focused approach. It focuses on extracting meaningful representations from pathology and histology images without extensive labeled data. It is built as an open-source project for medical researchers. TITAN is open source under the Open Source license. It runs on the web and API.
Behind TITAN is Mahmood Lab, and it first shipped in 2024. The project is developed in the open on GitHub with 356 stars. Key capabilities include self-supervised learning, histology analysis, and feature extraction.
Summary written by a language model from the project’s public pages.
- Self-supervised learning
- Histology analysis
- Feature extraction
- Vision transformer
Tags
histology-modelpathology-aiself-supervised-vitmedical-imaging
AI capabilities
Image
Weights: 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
Open Source
Verified signals
Indexing history
1What PulseGate has recorded for this listing
- Indexed19 Jul · 20:19 UTCMahmoodLab/TITAN verified against its public sourceSource: PulseGate · Open
Frequently asked questions about TITAN
- What does TITAN do?
- TITAN focuses on extracting meaningful representations from pathology and histology images without extensive labeled data. It is catalogued under Other AI on PulseGate.
- Who is TITAN for?
- TITAN is an open-source project built for medical researchers.
- Does TITAN have a free plan?
- Yes — TITAN is open source under the Open Source license and free to use.
- What platforms does TITAN run on?
- TITAN runs on the web and API.
- Is TITAN still maintained?
- Unverified. TITAN 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 TITAN?
- Similar projects tracked by PulseGate include verdikt, cliver, and ChatGPT Prompts Extension.verdiktcliverChatGPT Prompts Extension
- Who develops TITAN?
- TITAN is developed by Mahmood Lab.
- How long has TITAN been around?
- TITAN first shipped in 2024.
Also in Other AI
Same category — not a similarity match