Encord Annotate > DICOM & NIfTI
Deploy medical AI products faster with the leading medical annotation tool.
Level-up your model development and create high-quality training data up to 10x faster with the most advanced image labeling tool.
Lightning fast
Pixel-perfect labeling at the speed of AI
Experience an advanced, lightning-fast label editor with powerful automation capabilities to accelerate your labeling workflows.
Segment Anything, instantly
Create pixel-perfect segmentation masks by leveraging state of the art automated labeling capabilities powered by Meta AI’s Segment Anything Model.
A suite of labeling tools to suit your needs
Encord supports a range of labeling options such as bounding box, rotatable box, polygons, polylines, keypoints, and classifications to support your model requirements.
Accelerate with models-in-the-loop
Bring your own model to the Encord platform with no fuss, pre-label datasets, and seamlessly review and correct annotations to create high-quality training data faster.
Testimonial
What our clients say
Prajwal Kotamraju
Co-Founder and Head of Computer Vision @ Automotus
“We now have an integrated, one-stop solution where we can manage our data and also understand our model performance – and the errors and issues where the models are not performing well – and create the feedback mechanisms to improve our models and data.”
Flexible & Customizable
A fully-customizable, medical-grade experience
Experience an advanced, lightning fast label editor with powerful automation capabilities to accelerate your labeling workflows.
Metadata viewer.Search, filter, and slice your data for all defined & custom metadata and sequences associated with your file.
Maximum intensity Projection.Simply drag and adjust the volume of your displayed images that suits your annotation needs.
HTJ2K Support.At the forefront of DICOM development, we support the latest transfer syntaxes for DICOM files.
Distance measurement.Measure real-world distances between any two points on an image to convert pixels into distance accurately.
Bring your custom models.Label data faster with models-in-the-loop. Bring your own model to Encord seamlessly.
Programmatically upload data.Use our API/SDK to programmatically upload your projects, datasets, and labels.
Testimonial
Trusted by leading AI teams
Prajwal KotamrajuAutomotus
We now have an integrated, one-stop solution where we can manage our data and also understand our model performance to create feedback mechanisms to improve data and models.
Dr. James Ryan MasonRapidAI
Encord’s DICOM annotation tool captures the shape of the pathology, interpolating the label on the slices the annotators skipped. In a case with 100 slices, annotators only have to label about 30 images.
Markus KittelConxai
With other labeling tools, we needed to integrate another tool for data management and exploration capabilities, but Encord combined the two needs and provided a single comprehensive solution, along with excellent customer care and support.
Camilla GilrchristTractable
It’s always about balancing speed and quality. A lot of platforms prioritize speed over quality or quality over speed. Encord speeds up annotation while still allowing for strong quality control.
Maayan GerbiViz.ai
We plan on leveraging Encord to expand the range of use cases and include more medical conditions in our solutions... We are excited about our potential with Encord and look forward to seeing how we will evolve together
Prajwal KotamrajuAutomotus
We now have an integrated, one-stop solution where we can manage our data and also understand our model performance to create feedback mechanisms to improve data and models.
Dr. James Ryan MasonRapidAI
Encord’s DICOM annotation tool captures the shape of the pathology, interpolating the label on the slices the annotators skipped. In a case with 100 slices, annotators only have to label about 30 images.
Markus KittelConxai
With other labeling tools, we needed to integrate another tool for data management and exploration capabilities, but Encord combined the two needs and provided a single comprehensive solution, along with excellent customer care and support.
Camilla GilrchristTractable
It’s always about balancing speed and quality. A lot of platforms prioritize speed over quality or quality over speed. Encord speeds up annotation while still allowing for strong quality control.
Maayan GerbiViz.ai
We plan on leveraging Encord to expand the range of use cases and include more medical conditions in our solutions... We are excited about our potential with Encord and look forward to seeing how we will evolve together
Workflows that suits you
Customizable workflows, automated pipelines
Integrate humans-in-the-loop seamlessly to accelerate training data creation by leveraging workflow templates or fully customizing workflows and expert review to suit your project needs.
Everything you can do with workflows
Build custom workflows with no-code
Add desired stages to your labeling workflow. Select from annotate, review, consensus, webhooks, and various routers to configure your workflows.
Ensure label accuracy with Consensus
Compare annotations between labellers and establish accepted thresholds that determine approved or rejected labels.
Custom pathways with advanced routers
Create specific pathways for any labeling instances. Leverage annotator-specific routing, label-specific routing, or weighted routing to suit your needs.
Significant improvements in workflow efficiency and data accuracy 📄
Maayan Gerbi
Clinical AI Specialist
Built for scale
Effectively supporting datasets of 1,000 or 10,000,000 images
Scale your labeling workflows in one user friendly tool.
Build truly balanced datasets with ease
Filter and slice datasets in a consolidated visual explorer and export for labeling in one click. Encord supports deep search, filtering, and metadata analysis.
Rich knowledge structures enhance model context
Build nested relationship structures in your data schema to improve the quality of your model output.
Bulk classifications
Leverage natural language or similarity search to select large datasets and label en masse, queue for review to drastically accelerate labeling operations.
Seamless collaboration
A truly collaborative experience
Communication between ML and labeling teams has never been easier.
Build reliable quality control workflows
Build robust workflows with multi-step review stages, now with consensus.
Find & fix label errors
Automatically surface labeling errors to shift your attention to the labels that are impacting model performance.
Collaborate with teams of all sizes
Seamlessly control user roles with permissioning, manage task assignment, and infinitely scale your MLOps workflows.
security-first
Enterprise-grade security as standard
Your data is important to us. That’s why we deploy enterprise-grade security measures to ensure you retain total control of your data.
Designed for your specific use case
Explore our products
Annotate
Supporting your labeling needs
Super charge your data annotation with AI-powered labeling — including automated interpolation, object detection and ML-based quality control.
Active
Find & fix data issues with ease
Monitor, troubleshoot, and evaluate the data and labels impacting model performance.
Index
Manage & curate your data
Super charge your data annotation with AI-powered labeling — including automated interpolation, object detection and ML-based quality control.