Initial Consultation
Define the project scope, annotator requirements, and desired regulatory clearance, if any.
Company takes data and uses for model training, validation, or regulatory submission
Define the project scope, annotator requirements, and desired regulatory clearance, if any.
This may include general radiologists, sub-specialty trained radiologists, or even non-radiologists and non-physicians dependent upon project requirements.
Select the optimal annotation platform for your needs to maximize time and cost-efficiency, or use your own.
Conduct pilot on small subset of cases to discover and rectify any potential problems.
Determine final timeline and per-case annotation cost based on pilot project results.
Annotation projects can last anywhere from weeks to months. We schedule regular check-ins to discover any issues early.
We review all project results and metrics, ensuring you are completely satisfied.
Export annotated data into your own environment to use for model training, validation, or regulatory submission.
"Working with Lightbox.ai has been a game-changer for our company. Their expertise, led by a radiologist who specializes in data annotation and dataset development, ensured we received top-quality annotations for our project."
“Lightbox.ai truly goes above and beyond. They provided guidance on best practices for annotations and creative solutions to drive down annotation costs. When we needed modifications to our annotation schema, they adapted seamlessly and sourced the appropriate radiologists in record time for our FDA submission.”
"The efficiency of Lightbox.ai is unmatched. They provided clear timelines for our project and delivered flawlessly on schedule, ensuring we met our own deadlines with ease. ”
"Working with Lightbox.ai has been a game-changer for our company. Their expertise, led by a radiologist who specializes in data annotation and dataset development, ensured we received top-quality annotations for our project."
“Lightbox.ai truly goes above and beyond. They provided guidance on best practices for annotations and creative solutions to drive down annotation costs. When we needed modifications to our annotation schema, they adapted seamlessly and sourced the appropriate radiologists in record time for our FDA submission.”
"The efficiency of Lightbox.ai is unmatched. They provided clear timelines for our project and delivered flawlessly on schedule, ensuring we met our own deadlines with ease. ”
Radlogics “Lightbox.ai’s ability to provide expert guidance and tailor their services to our specific needs was a game changer. Their guidance significantly improved our project’s efficiency and effectiveness.”
Radiologist-led Image Annotation and Curation for AI
Radiologist-led Image Annotation and Curation for AI