Integrative Imaging Informatics for Cancer Research: Workflow Automation for Neuro-Oncology (I3CR-WANO).
Satrajit ChakrabartySyed Amaan AbidiMina S MousaMahati MokkaralaIsabelle HrenDivya YadavMatthew KelseyPamela LaMontagneJohn WoodMichael AdamsYuzhuo SuSherry ThorpeCaroline ChungAristeidis SotirasDaniel S MarcusPublished in: JCO clinical cancer informatics (2023)
This streamlined framework automatically curated, processed, and segmented raw MRI data of patients with varying grades of gliomas, enabling the curation of large-scale neuro-oncology data sets and demonstrating high potential for integration as an assistive tool in clinical practice.
Keyphrases
- electronic health record
- big data
- clinical practice
- palliative care
- high resolution
- magnetic resonance imaging
- papillary thyroid
- high grade
- contrast enhanced
- computed tomography
- squamous cell
- squamous cell carcinoma
- risk assessment
- machine learning
- diffusion weighted imaging
- data analysis
- magnetic resonance
- network analysis
- childhood cancer