X-ray Annotation Services for Chest, Skeletal, and Diagnostic Imaging AI

X-ray Annotation Services

X-ray Annotation Services

X-ray imaging is one of the most widely used diagnostic tools in healthcare, and accurate annotation is crucial for training AI systems that support radiology workflows. Chest X-rays, orthopedic studies, dental radiographs, and specialized scans all require consistent labeling that matches anatomical boundaries and diagnostic conventions.DataVLab provides X-ray annotation services designed for AI teams, radiology technology companies, and research groups building models for detection, classification, segmentation, and triage tasks. Annotators follow detailed labeling guidelines that define class rules, region boundaries, and handling of ambiguous or low contrast areas.We support chest, skeletal, spinal, abdominal, dental, and specialized X-ray datasets. Annotation tasks include region segmentation, bounding boxes, abnormality marking, bone outline labeling, lung zone segmentation, tool detection, and pathology region identification. We can annotate both 2D digital radiographs and multi view sequences when needed.Quality control involves multi stage review, cross checking between similar cases, and correction cycles that refine instruction sets as the dataset evolves. Sensitive medical datasets can be handled under GDPR aligned workflows with optional EU only annotation.Whether your X-ray dataset is intended for research or the development of clinical support tools, our structured annotation workflows deliver accuracy and consistency.

Precise annotation for chest, skeletal, spinal, and dental X-ray imaging.

Segmentation and region labeling aligned with radiology standards.

Strong quality review for consistent and interpretable datasets.

How DataVLab Supports X-ray Based AI Development

Our X-ray annotation workflows follow structured radiology guidelines and maintain consistency across large datasets.

Chest X-ray Annotation

Chest X-ray Annotation

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Lung zones, heart outlines, and region of interest labels

We annotate lung fields, mediastinum, diaphragm boundaries, and regions associated with pathology detection tasks.

Bone and Skeletal Annotation

Bone and Skeletal Annotation

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Bone outlines and structural segmentation

We label bone contours, joint areas, fracture regions, and orthopedic landmarks across skeletal X-rays.

Pathology and Abnormality Annotation

Pathology and Abnormality Annotation

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Structured labeling for detection and classification

We annotate abnormal regions such as opacities, nodules, fractures, foreign objects, and suspicious findings based on project guidelines.

Dental and Maxillofacial X-ray Annotation

Dental and Maxillofacial X-ray Annotation

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Region labeling for dental and oral imaging

We annotate teeth, bone structures, and anatomical regions in panoramic and bitewing radiographs.

Spine and Column Annotation

Spine and Column Annotation

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Landmarks and region labeling for vertebral analysis

We annotate vertebrae, curvature markers, and structural regions in spinal imaging, supporting orthopedic and neurology related AI tasks.

X-ray Dataset Quality Review

X-ray Dataset Quality Review

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Consistency checks and annotation refinement

Reviewers check region boundaries, labeling drift, and consistency across similar views, ensuring clean 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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