Assistance tools for the evaluation of machine learning algorithm performance: the decision tree-based tools developed by the Medical Imaging and Data Resource Center (MIDRC) Technology Development Project (TDP) 3c effort.
Karen DrukkerBerkman SahinerTingting HuHyun J. Grace KimHeather M. WhitneyNatalie M. BaughanKyle J. MyersMaryellen L. GigerMichael F. McNitt-GrayPublished in: Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2023)
Keyphrases
- medical imaging
- case study
- learning algorithm
- image data
- software development projects
- medical images
- image registration
- machine learning
- volumetric data
- medical image processing
- innovative ways
- data sources
- image processing
- neural network
- computed tomography
- information infrastructure
- nsf funded
- clinical practice
- design tools
- mr images
- x ray
- image analysis
- computer vision