Radiology Image Annotation Services for MRI, CT, X-ray, and Advanced Diagnostic AI

Radiology Image Annotation Services

Radiology Image Annotation Services

Radiology imaging datasets require precise and consistent annotation to train AI systems that support clinical decision making, triage, segmentation, and detection tasks. Radiology presents complex visual patterns, subtle findings, and anatomical variations that must be labeled with strict accuracy to reduce noise in training data.DataVLab provides radiology image annotation services designed for AI teams building models in diagnostic imaging, research institutions, and radiology technology companies. Annotators are trained to interpret radiological structures under detailed guidelines that specify class definitions, edge case management, labeling consistency rules, and region boundaries.We support MRI, CT, X-ray, PET, SPECT, DICOM sequences, mammography, neuroimaging, cardiac imaging, orthopedic radiology, and abdominal imaging. Annotation tasks include segmentation, region of interest labeling, detection bounding boxes, polygons, classification tags, anatomical landmarks, and multi class structures.Workflows include multi stage quality control with sampling, cross review, and refinement cycles. Complex cases are escalated through controlled review steps to maintain consistency. Sensitive radiology datasets can be processed within GDPR aligned workflows with optional EU only annotation.Our goal is to deliver highly reliable radiology datasets that support robust AI development while aligning with your scientific and clinical requirements.

Expert structured annotation across MRI, CT, X-ray, and PET imaging.

Multi step quality control designed for radiology specific challenges.

Support for segmentation, region labeling, landmarks, and multi class structures.

How DataVLab Supports Radiology AI Teams

We build structured annotation workflows for radiology datasets with careful handling of clinical nuances and complex imaging artifacts.

MRI Segmentation and Region Labeling

MRI Segmentation and Region Labeling

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Detailed anatomical and pathological boundaries

We annotate brain regions, musculoskeletal structures, soft tissues, lesions, vessels, and other MRI features using precise masks and polygons.

CT Scan Annotation

CT Scan Annotation

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Region of interest labeling for diagnostic support

We annotate lungs, liver, spine, bones, abdominal organs, and lesion regions in CT datasets, with consistent application of class boundaries across slices.

X-ray Annotation

X-ray Annotation

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Detection and segmentation for radiographic models

We annotate lung zones, bone outlines, mediastinal structures, abnormalities, and visual artifacts in chest and skeletal X-rays.

Multi Slice and DICOM Sequence Annotation

Multi Slice and DICOM Sequence Annotation

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Aligned labeling across volumetric imaging sequences

We annotate multi slice datasets with attention to slice continuity, region transition, and volumetric consistency.

Neuroimaging Annotation

Neuroimaging Annotation

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Specialized labeling for brain imaging studies

We annotate brain regions, white matter structures, gray matter, ventricles, and pathology related regions for research oriented neuroimaging applications.

Radiology Dataset Quality Review

Radiology Dataset Quality Review

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Refinement and correction of complex medical imaging datasets

Reviewers examine boundary accuracy, class consistency, segmentation drift, and alignment issues across radiology images to ensure high quality training data.

Discover How Our Process Works

1

Defining Project

We analyze your project scope, objectives, and dataset to determine the best annotation approach.
2

Sampling & Calibration

We conduct small-scale annotations to refine guidelines, ensuring consistency and accuracy before scaling.
3

Annotation

Our expert annotators apply high-quality labels to your data using the most suitable annotation techniques.
4

Review & Assurance

Each dataset undergoes rigorous quality control to ensure precision and alignment with project specifications.
5

Delivery

We provide the fully annotated dataset in your preferred format, ready for seamless AI model integration.

Explore Industry Applications

We provide solutions to different industries, ensuring high-quality annotations tailored to your specific needs.

Upgrade your AI's performance

We provide high-quality annotation services to improve your AI's performances

Custom service offering

Up to 10x Faster

Accelerate your AI training with high-speed annotation workflows that outperform traditional processes.

AI-Assisted

Seamless integration of manual expertise and automated precision for superior annotation quality.

Advanced QA

Tailor-made quality control protocols to ensure error-free annotations on a per-project basis.

Highly-specialized

Work with industry-trained annotators who bring domain-specific knowledge to every dataset.

Ethical Outsourcing

Fair working conditions and transparent processes to ensure responsible and high-quality data labeling.

Proven Expertise

A track record of success across multiple industries, delivering reliable and effective AI training data.

Scalable Solutions

Tailored workflows designed to scale with your project’s needs, from small datasets to enterprise-level AI models.

Global Team

A worldwide network of skilled annotators and AI specialists dedicated to precision and excellence.

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Up to 10x Faster
Scalable for teams
AI-Assisted
Up to 10x Faster
Scalable for teams
AI-Assisted
Up to 10x Faster
Scalable for teams
AI-Assisted
Up to 10x Faster
Scalable for teams
AI-Assisted

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