Predicting mortality in SARS-COV-2 (COVID-19) positive patients in the inpatient setting using a novel deep neural network.
Maleeha NaseemHajra ArshadSyeda Amrah HashmiFurqan IrfanFahad Shabbir AhmedPublished in: Int. J. Medical Informatics (2021)
Keyphrases
- neural network
- intensive care
- early diagnosis
- health care
- intensive care unit
- patient outcomes
- traumatic brain injury
- artificial neural networks
- back propagation
- positive and negative
- medical data
- self organizing maps
- neural network model
- early detection
- neural nets
- multi layer
- neural network is trained
- prognostic models
- acute myocardial infarction
- clinical data
- recurrent neural networks
- normal subjects
- medical images
- pattern recognition
- genetic algorithm
- medical records
- early stage
- feed forward
- fault diagnosis
- decision support system
- information systems
- septic shock