Machine learning-based prognostic modeling using clinical data and quantitative radiomic features from chest CT images in COVID-19 patients.
Isaac ShiriMajid SorouriParham GeramifarMostafa NazariMohammad AbdollahiYazdan SalimiBardia KhosraviDariush AskariLeila AghaghazviniGhasem HajianfarAmir KasaeianHamid AbdollahiHossein ArabiArman RahmimAmir Reza RadmardHabib ZaidiPublished in: Comput. Biol. Medicine (2021)
Keyphrases
- clinical data
- ct images
- medical images
- medical data
- computed tomography
- machine learning
- lymph nodes
- lung nodules
- clinical information
- patient data
- cancer patients
- statistical analysis
- raw data
- knowledge discovery
- pulmonary nodules
- ct scans
- mr images
- medical imaging
- treatment planning
- electronic health records
- survival data
- domain experts
- medical knowledge
- data analysis
- x ray
- computer tomography
- traumatic brain injury
- chronic obstructive pulmonary disease
- image processing
- prior knowledge
- anatomical structures
- survival analysis
- ct data
- magnetic resonance images
- computer aided
- knowledge acquisition
- image analysis
- computer vision