BIO-CXRNET: A Robust Multimodal Stacking Machine Learning Technique for Mortality Risk Prediction of COVID-19 Patients using Chest X-Ray Images and Clinical Data.
Tawsifur RahmanMuhammad Enamul Hoque ChowdhuryAmith KhandakarZaid Bin MahbubMd Sakib Abrar HossainAbraham AlhatouEynas AbdallaSreekumar MuthiyalKhandaker Farzana IslamSaad Bin Abul KashemMuhammad Salman KhanSusu M. ZughaierMuhammad Maqsud HossainPublished in: CoRR (2022)
Keyphrases
- clinical data
- x ray images
- clinical data sets
- medical data
- medical images
- patient outcomes
- x ray
- machine learning
- patient data
- acute myocardial infarction
- knowledge discovery
- statistical analysis
- intensive care unit
- raw data
- clinical information
- mr images
- intensive care
- domain experts
- ct and mr images
- cancer patients
- chest radiographs
- lung nodules
- patient records
- liver disease
- knowledge acquisition
- medical imaging
- single view
- risk factors
- clinical decision making
- data mining
- medical knowledge
- three dimensional
- data sources
- electronic medical record
- semi supervised
- emergency department
- real patient data
- learning algorithm
- association rules
- early detection
- imaging modalities