Multi-channel, convolutional attention based neural model for automated diagnostic coding of unstructured patient discharge summaries.
Veena MayyaSowmya Kamath S.Gokul S. KrishnanTushaar GangavarapuPublished in: Future Gener. Comput. Syst. (2021)
Keyphrases
- multi channel
- neural model
- discharge summaries
- medical information
- neural network
- recurrent neural networks
- medical diagnosis
- control scheme
- hospital information systems
- single channel
- patient records
- medical treatment
- expert systems
- semi structured
- structured data
- medical records
- artificial intelligence
- multi layer perceptron
- medical data
- medical images
- semantic indexing
- database
- data mining
- pso algorithm
- health care
- information extraction
- pattern recognition
- information systems