Visual transformer and deep CNN prediction of high-risk COVID-19 infected patients using fusion of CT images and clinical data.
Sara Saberi Tehrani MoghadamMaral ZarvaniParia AmiriZahra GhodsMasoomeh RaoufiSeyed Amir Ahmad Safavi-NainiAmirali SoheiliMohammad GharibHamid AbbasiPublished in: BMC Medical Informatics Decis. Mak. (2023)
Keyphrases
- ct images
- clinical data
- high risk
- medical images
- medical data
- computed tomography
- patient data
- prostate cancer
- intensive care unit
- mr images
- ct scans
- cancer patients
- statistical analysis
- clinical information
- medical imaging
- domain experts
- risk factors
- electronic health records
- raw data
- computer tomography
- knowledge discovery
- medical knowledge
- region of interest
- radiation therapy
- treatment planning
- lymph nodes
- fracture detection
- x ray
- anatomical structures
- pulmonary nodules
- data sources
- traumatic brain injury
- machine learning
- clinical practice
- deformable models
- three dimensional
- computer vision