You will get Medical imagining 3D segmentation CT & MRI Scan
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Top Rated
Project details
accurately identify and delineate anatomical structures or regions of interest within the 3D volume of medical images, such as CT scans, MRI images, or ultrasound. This process involves using computer algorithms to partition the 3D image data into distinct regions based on features such as intensity, texture, or shape.
Segmentation is crucial for tasks such as tumor detection and measurement, organ volume assessment, treatment planning, and disease diagnosis. It allows for precise localization and characterization of abnormalities, aiding healthcare professionals in making informed decisions about patient care. Additionally, 3D segmentation can provide valuable insights into the spatial relationships between different anatomical structures, contributing to a more comprehensive understanding of the patient's condition.
Segmentation is crucial for tasks such as tumor detection and measurement, organ volume assessment, treatment planning, and disease diagnosis. It allows for precise localization and characterization of abnormalities, aiding healthcare professionals in making informed decisions about patient care. Additionally, 3D segmentation can provide valuable insights into the spatial relationships between different anatomical structures, contributing to a more comprehensive understanding of the patient's condition.
AI Development Type
Deep LearningWhat's included $50
These options are included with the project scope.
$50
- Delivery Time 2 days
- AI Model Integration
- Ontology
- Taxonomy
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Nikita A.
Jun 25, 2026
Paid interview - experienced AI Medical/Clinical Trainers
Mohamed was very knowledgeable and helpful.
Look forward to working with him again
Look forward to working with him again
HO
Harris O.
Oct 20, 2025
Machine Learning Data Annotator - Image & Video Labeling (Encord Experience)
YS
Yujan S.
Jun 6, 2025
Body Composition on L3 (2D single slice)
Superb work. Mohammed and his team did a stellar job. Quality is top notch, speed is great, and he corrected some issues my ML engineers were facing.
JS
Jael S.
May 28, 2025
(Project Cmon) - Arabic Data Annotation Project - Only UAE, Bahrain or Qatar
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Kathy J.
May 19, 2025
Image Segmentation Specialist for Vascular Networks in CT Images
Mohamed delivered exceptional results on our 3D CT segmentation project, particularly for the coronary arteries. He was communicative, detail-oriented, and delivered ahead of schedule. Highly recommend working with him
About Mohamed
Data annotation project manager | Medical AI expert | Dentist
100%
Job Success
Dubai, United Arab Emirates - 11:22 pm local time
With over seven years of hands-on experience in medical data annotation project management, I specialize in leading high-complexity annotation initiatives across 2D and 3D medical imaging domains. I partner with AI developers, research labs, and med-tech companies to deliver clinically accurate, expertly curated datasets that power the next generation of healthcare AI solutions.
✅Advanced Annotation Tool Proficiency
Skilled in a wide range of industry-grade and medical-specialized platforms, including:
Labelbox
Label Studio
Hasty
Supervisely
Segment.ai
CVAT
V7
Encord
Redbrick AI
ITK-SNAP
3D Slicer
✅ Diverse Annotation Types (2D & 3D Imaging)
Comprehensive experience in labeling and segmentation for:
Organ and tissue segmentation
Lesion detection and classification
Dental structure annotation (tooth segmentation, caries detection)
3D volume labeling & multi-slice annotations
Bounding boxes, polygons, masks, keypoints
Semantic & instance segmentation
Radiology report tagging & medical text classification
✅ Multi-Specialty Medical Domain Experience
Successfully managed annotation pipelines across key healthcare verticals:
Radiology (CT, MRI, X-ray, PET)
Dentistry (2D & 3D CBCT)
Cardiology
Pathology (WSI & cellular-level annotation)
Gastroenterology
Hematology
This broad exposure allows rapid onboarding into new clinical contexts with strict compliance and precision.
✅ Project Leadership & Quality Assurance
As a senior project manager, I provide end-to-end management and QA services, including:
Medical expert recruitment & training
SOPs & annotation protocols tailored to clinical standards
Workflow automation & team scalability
Clinical QC reviews (by licensed professionals when required)
Delivery of HIPAA-compliant, audit-ready datasets
Consistent output accuracy >99%
Steps for completing your project
After purchasing the project, send requirements so Mohamed can start the project.
Delivery time starts when Mohamed receives requirements from you.
Mohamed works on your project following the steps below.
Revisions may occur after the delivery date.
initial batch delivery. "10% of the project"
Deliver 10% of the dataset for initial review to ensure that the quality matches your expectation
Entire project annotation
apply the required correction for the initial 10% submission, then annotate the rest of the dataset