Medical Image Annotator and Segmenter (Consultant Radiologist, Nepal Mediciti Hospital)
OtherSegmentation
I contributed to medical image annotation and segmentation for AI projects while practicing as a radiologist. My work emphasized the creation of high-quality labeled datasets, ensuring clinical accuracy and consistency throughout the annotation process. Collaborative involvement with AI developers helped bridge clinical expertise and model training needs.
• Prepared and segmented CT, MRI, X-ray, and ultrasound images using accurate clinical protocols.
• Conducted quality assurance and validation of image–mask pairs for AI compatibility.
• Utilized MONAI and 3D Slicer for data structuring and annotation tasks.
• Supported dataset preparation for machine learning pipelines in radiological research.
I contributed to medical image annotation and segmentation for AI projects while practicing as a radiologist. My work emphasized the creation of high-quality labeled datasets, ensuring clinical accuracy and consistency throughout the annotation process. Collaborative involvement with AI developers helped bridge clinical expertise and model training needs. • Prepared and segmented CT, MRI, X-ray, and ultrasound images using accurate clinical protocols. • Conducted quality assurance and validation of image–mask pairs for AI compatibility. • Utilized MONAI and 3D Slicer for data structuring and annotation tasks. • Supported dataset preparation for machine learning pipelines in radiological research.
2025 - Present