Medical & Healthcare

Medical imaging, clinical AI models, diagnostic support & healthcare research

Illustration of AI data labeling for medical imaging and healthcare applications

AI and Computer Vision for Medical Imaging and Healthcare Innovation

Medical AI models depend on precise and consistent annotations created by trained specialists. Applications span diagnostic support, treatment planning, surgical preparation, and clinical research. These systems rely on ground truth datasets generated from modalities such as CT, MRI, X ray, ultrasound, digital pathology, and endoscopy. Accurate labeling is essential for identifying anatomy, segmenting organs, tracking lesions, and detecting abnormalities.

DataVLab provides specialised medical annotation workflows that combine expert trained annotators with rigorous quality control. We support organ segmentation, tumor labeling, vessel tracing, pathology region marking, frame level clinical event detection, and more. Our team adapts to each client’s taxonomy and works under strict confidentiality and security protocols.

We help medical device companies, hospitals, research laboratories, and AI developers accelerate the creation of high quality training datasets that improve model performance and support clinical decision systems.

Support clinical AI development with precise annotation of organs, tissues, lesions, and abnormalities
Accelerate medical research with high quality segmentation across CT, MRI, X ray, ultrasound, and pathology imagery
Ensure consistency and compliance through specialized workflows and multi tier quality control designed for medical datasets
Organ and Structure Segmentation

Organ and Structure Segmentation

Pixel level annotation of organs, bones, soft tissues, and anatomical structures for diagnostic and planning tools

Tumor and Lesion Labeling

Tumor and Lesion Labeling

Detailed delineation of tumors, polyps, nodules, and pathology regions to support detection and classification models

Vessel and Nerve Tracing

Vessel and Nerve Tracing

Annotation of vascular networks, nerves, and branching structures for advanced segmentation and surgical planning

Clinical Event Detection

Clinical Event Detection

Frame level labeling of events such as tool movement, bleeding, or anatomical transitions in endoscopy or surgical video

Bone Fracture and Abnormality Annotation

Bone Fracture and Abnormality Annotation

Detection and classification of fractures, degenerative changes, and other anomalies across radiological scans

Digital Pathology Region Marking

Digital Pathology Region Marking

Segmentation of tissue types, cell structures, pathology regions, and microscopic features in high resolution slides

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

Annotation & Labeling for AI

Unlock the full potential of your AI application with our expert data labeling tech. We ensure high-quality annotations that accelerate your project timelines.

Image Annotation

Enhance Computer Vision
with Accurate Image Labeling

Precise labeling for computer vision models, including bounding boxes, polygons, and segmentation.

Video Annotation

Unleashing the Potential
of Dynamic Data

Frame-by-frame tracking and object recognition for dynamic AI applications.

3D Annotation

Building the Next
Dimension of AI

Advanced point cloud and LiDAR annotation for autonomous systems and spatial AI.

Custom AI Projects

Tailored Solutions 
for Unique Challenges

Tailor-made annotation workflows for unique AI challenges across industries.

NLP & Text Annotation

Get your data labeled in record time.

GenAI & LLM Solutions

Our team is here to assist you anytime.

Custom AI Projects

Tailored Solutions for Unique Challenges

End-to-end custom AI projects combining data strategy, expert annotation, and tailored workflows for complex machine learning and computer vision systems.

Diagnosis Annotation Services

Diagnosis Annotation Services for Clinical AI, Imaging Models, and Decision Support Systems

Structured annotation of diagnostic cues, clinical findings, and medically relevant regions to support AI development across imaging and clinical datasets.

Image Tagging and Product Classification Annotation Services

Image Tagging and Product Classification Annotation Services for E Commerce and Catalog Automation

High accuracy image tagging, multi label annotation, and product classification for e commerce catalogs, retail platforms, and computer vision product models.

Legal Document Annotation Services

Legal Document Annotation Services for Contract Intelligence, Clause Classification, and Compliance Automation

High quality annotation for contracts, legal documents, clauses, entities, and regulatory content used in LegalTech and document automation systems.

Medical Annotation Services

Medical Annotation Services for Imaging, Diagnostics, and Clinical AI Development

High quality medical annotation services for AI teams building diagnostic support tools, imaging models, and healthcare automation systems.

Medical Data Labeling Services

Medical Data Labeling Services for Imaging, Text, Signals, and Multimodal Healthcare AI

High quality labeling for medical imaging, clinical documents, biosignals, and multimodal datasets used in healthcare and biomedical AI development.

Medical Image Annotation Services

Medical Image Annotation Services for Radiology, Pathology, and Clinical Imaging AI

High accuracy annotation for MRI, CT, X-ray, ultrasound, and pathology imaging used in diagnostic support, research, and medical AI development.

Medical Text Annotation Services

Medical Text Annotation Services for Clinical NLP, Document AI, and Healthcare Automation

High quality annotation for clinical notes, reports, OCR extracted text, and medical documents used in NLP and healthcare AI systems.

Medical Video Annotation Services

Medical Video Annotation Services for Surgical AI, Endoscopy, and Ultrasound Motion Analysis

High precision video annotation for surgical workflows, endoscopy, ultrasound sequences, and medical procedures requiring temporal consistency and detailed labeling.

Medical Waveform Annotation Services

Medical Waveform Annotation Services for ECG, EEG, EMG, and Physiological Signal AI

High precision annotation of ECG, EEG, EMG, and other biomedical waveforms for clinical research and AI model development.

MRI Annotation Services

MRI Annotation Services for Brain, Musculoskeletal, and Soft Tissue Imaging AI

High accuracy MRI annotation for neuroimaging, musculoskeletal imaging, soft tissue segmentation, organ labeling, and research grade AI development.

Object Detection Annotation Services

Object Detection Annotation Services for Accurate and Reliable AI Models

High quality annotation for object detection models including bounding boxes, labels, attributes, and temporal tracking for images and videos.

OCR & Document AI Annotation Services

Structured Document Understanding

Annotation for OCR models including text region labeling, document segmentation, handwriting annotation, and structured field extraction.

Radiology Image Annotation Services

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

High accuracy annotation for radiology imaging including MRI, CT, X-ray, PET, and specialized scans used in diagnostic support and medical AI development.

Upgrade your AI's performance

We provide high-quality data annotation services and 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.

Unlock Your AI
Potential Today
Get Free Quote
Unlock Your AI Potential Today

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