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label studio for healthcare

Turn Your Medical Data Into AI

Label multimodal data quickly without sacrificing quality. Securely collaborate with interdisciplinary teams within and outside your organization. Meet regulatory requirements with structured review and compliance workflows.

trusted by top healthcare companies

Explore Medical and Life Sciences Use Cases

From laboratory data to electronic health records, our HIPAA-compliant platform can handle it all. We're here to help solve your toughest training data challenges.

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Why Medical and Biotech Teams Choose HumanSignal

All-in-one platform for developing healthcare AI

Get your models into production faster with everything your practitioners, non-clinicians, and data science teams need to work effectively together in one secure place.

  • Streamlines everything from model fine-tuning to data annotation and validation
  • Provides an endlessly customizable interface and multimodal data support so you can take on any project
  • Seamlessly integrates data from diverse sources like EHRs and lab systems, allowing for comprehensive and context-rich labeling

Advanced project management and collaboration

Improve the efficiency and quality of your annotation workforce with complete oversight. Easily manage all your projects, regardless of use case, data type, or ML backend.

  • Assign tasks to those with the right knowledge of medical terminology, clinical concepts, and coding systems
  • Securely collaborate with internal and external subject matter experts with granular logging for security and compliance
  • Optimize workflows and calm workload chaos with dedicated annotator and project performance dashboards

Structured review and consensus-based workflows

Elevate label quality and reduce the impact of subjectivity, ambiguity, and bias with strict quality controls and end-to-end feedback loops.

  • Create custom reviewer workflows to better allocate resources and manage clinical expertise
  • Provide contextual feedback with in-task comments to iterate faster
  • Improve data correctness and reduce the impact of annotator errors with agreement matrices

Labeling automation and active learning

Create more affordable, easily adaptable health AI by leveraging automation in your workflows. Free your experts to focus more on validation and less on time-wasting manual work.

  • Pre-label and auto-label samples based on model predictions to label common data faster
  • Leverage AI-assisted labeling to more easily annotate complex shapes and forms
  • Prioritize diverse and informative data to annotate using active learning algorithms
  • Accelerate human-in-the-loop validation with uncertainty sampling that highlights problematic labels

The most secure platform for medical training data

Get peace of mind and reduce compliance risk with a platform that safeguards sensitive patient data. All backed by industry best practices and proactive security programs.

Train better models.
Unlock better patient outcomes.

Let’s explore how HumanSignal can help you accelerate your AI development, overcome time and resource constraints, and scale your projects from potential to reality.