Classifying medical notes into standard disease codes using Machine Learning

This addresses the need for efficient medical coding in healthcare, but it is incremental as it builds on existing methods.

The authors tackled the problem of automatically classifying patient discharge notes into standard disease codes, finding that Convolutional Neural Networks with Attention outperform previous algorithms in this task.