Integrative analysis for COVID-19 patient outcome prediction
A multimodal outcome prediction framework combining imaging and clinical signals to assess COVID-19 patient risk.
Multimodal patient outcome prediction combining CT imaging and non-imaging clinical signals for COVID-19 risk assessment.
- Developed an AI-assisted severity scoring method that outperformed conventional radiologist severity scoring.
- Built one of the earliest holistic outcome prediction pipelines combining imaging and non-imaging patient information.