Radiology and pathology labeling for AI training
WORKFORCE
TYPES OF PAST PROJECTS
TYPES OF PAST PROJECTS
70+ radiologists
50 radiology attendings (average 10 years of clinical experience)
10 radiologists with 3D Slicer experience
30+ pathologists
2 AI programmers
TYPES OF PAST PROJECTS
TYPES OF PAST PROJECTS
TYPES OF PAST PROJECTS
Data curation: separating usable from unusable data, identifying artifacts, data sampling to boost spatial resolution
Image segmentation for AI training: Pixel perfect and bounding box segmentation on CT, MRI, and plain films and digital pathology slides
Text to image correlation
Skull removal for data processing/academic publication
3D models for education
Integration of existing software programs with ChatGPT.
Custom programming of new modules in 3D slicer.
AVAILABLE WEEKLY HOURS
AVAILABLE WEEKLY HOURS
AVAILABLE WEEKLY HOURS
Radiologists: 1400 hours/ week
Pathologists: 750 hours/week
AI: 40 hours/week
TURN AROUND TIME
AVAILABLE WEEKLY HOURS
AVAILABLE WEEKLY HOURS
Average: 2-4 weeks
Recent Project: 22,000 images in 2 weeks