Breast Imaging Solutions

CLINICAL-GRADE DATA LABELING

From mammography and tomosynthesis to ultrasound and breast MRI, iMerit delivers expert-annotated, regulatory-ready data to accelerate diagnostic AI for breast cancer detection.

Breast Imaging Solutions

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CHOOSE iMERIT

iMerit is the leader in providing AI data solutions for the leading brands and technology innovators advancing healthcare AI today. With over 10 years of data annotation experience, a full time workforce of 5,500 employees and world-class technology, iMerit provides the highest quality data in the industry.

CERTIFIED EXPERTS

Our data is labeled and reviewed by board certified radiologists and domain-trained annotators experienced in DICOM/NRRD workflows.

ADVANCED TOOLING

From mammography and tomosynthesis to ultrasound and MRI, we support advanced views for annotation and labeling: multi-resolution zoom, side-by-side comparisons, symmetry alignment, and pre-labeling and more.

REGULATORY-GRADE DATA

Workflows designed for FDA 510(k), MQSA, and HIPAA compliance with audit trails, metadata tagging, and rigorous QA processes for annotated and labeled clinical datasets.

Trusted by Industry Leaders

BUILT FOR CLINICAL PRECISION

iMERIT DELIVERS

Breast imaging AI needs more than raw data. It demands expertly annotated and labeled datasets, regulatory-grade accuracy, clinical expertise, and workflows aligned to medical compliance.

  1. EXPERT-IN-THE-LOOP

    MQSA-qualified radiologists and certified pathologists
  2. TRUSTED AND SECURE
    FDA, HIPAA, SOC 2, ISO 27001, and GxP-aligned workflows ensure safe and secure processes that achieve your outcomes.
  3. TECHNOLOGY ENABLED
    Ango Hub’s advanced tooling with AI-assisted pre-labeling, symmetry mode, and smart QC enable automation for greater efficiency without compromising quality.

  4. SCALE MEETS ACCURACY
    Dual-shore and tiered workforce model combines automation with clinical expertise to reduce labeling time while maintaining clinical precision, quality and scale.

WHAT WE SUPPORT

Accelerate breast imaging AI development with clinically precise data annotation and labeling services:

  • 2D and 3D mammography and digital breast tomosynthesis
  • Dedicated ‘Mammography Mode’ for symmetry-based analysis
  • Breast ultrasound and MRI annotation workflows
  • Multi-panel DICOM (up to 16 simultaneous images) with real-time QC
  • Lesion detection, segmentation, and classification with BI-RADS scoring support
  • Volume rendering and 3D multiplanar annotations for advanced cases
  • Foundation model training and validation with multimodal data inputs

USE CASES

Breast imaging annotation and labeling are critical enablers for developing, training, and validating AI systems in healthcare. From early detection in screening, through diagnostic support, to treatment monitoring and long-term risk prediction, the future of healthcare AI starts with data.

Breast cancer detection

Marking calcifications, masses, and distortions in mammograms and tomosynthesis images provides the gold standard labels for training detection models. This reduces missed cancers, improves radiologist efficiency, and supports large-scale screening programs.

LESION CLASSIFICATION & BI-RADS CATEGORIZATION

Bounding boxes, shape descriptors, and category labels help AI learn to differentiate benign vs. malignant findings. This supports decision-making and consistency, potentially reducing unnecessary biopsies.

breast density assessment

Radiologists annotate density categories (A–D), allowing AI models to automate density scoring. This helps stratify patient risk and personalize screening strategies.

TUMOR SEGMENTATION FOR TREATMENT PLANNING

Precise delineation of tumor margins in MRI or ultrasound is critical for measuring tumor size and treatment response. Pixel-level segmentation maps of tumors and surrounding tissue provide training data. This supports personalized therapy, surgical planning, and monitoring.

“I’ve seen firsthand that breast imaging AI needs more than just labeled data. It really comes down to having the same kind of accuracy and context that radiologists rely on every day. At iMerit, I get to work with clinical experts who bring that level of care into the datasets, so AI teams can feel confident their models are learning from the right examples.”
Healthcare AI SME
iMerit

Trusted & secure

At iMerit, data security and privacy are built into every workflow. Our platform features strict access controls, granular data partitioning, and encryption for sensitive information, and complies with data privacy regulations and compliance standards. Detailed logging, monitoring, and audit trails ensure complete transparency and traceability, keeping every interaction with your data secure and accountable.

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The need for speed in high-quality data annotation has never been greater. iMerit combines the best of predictive and automated annotation technology with world-class data annotation and subject matter experts to deliver the data you need.