Web Developer : Medical Image Visualization Tool - DESKi
- CDI
Context: : DESKi, “learn” in Breton, is a young and innovative company, combining a strong expertise in both medical imaging and artificial intelligence. DESKi works hand in hand with medical practitioners and researchers to develop automated, accurate, and data-driven medical image analysis tools for an enhanced patient care.
Mission: The objective is to build a web application for medical images visualization. Meant to be a central platform for DESKi’s research and development on deep learning models, embedding many visual tools.
It would encompass several services needed in our R&D pipeline:
• Image annotation: from image characterization to complex segmentation in 3D
• Deep learning model debugging and validation: models performances dashboard and prediction visuals
• Pre-production model test environment: beta application for model validation with physicians at the hospital
Technical Stack:
• Back-end using Flask framework (Python)
• Modern front-end tooling (e.g. Babel, webpack, Parcel, or Rollup)
• JS/HTML5 web viewer (Cornerstone)
• SQL databases and DICOM server for data manipulation
• Docker for portability and deployment
Please reach out if you have any questions ! contact@deski.io