Classification of auditory brainstem responses through symbolic pattern discovery

Conclusion The proposed method effectively reduces dimensionality. Additionally, if the symbolic transformation includes the right domain knowledge, the method arguably outputs a data representation that denotes the relevant domain concepts more clearly. The method is capable of finding patterns in BAEPs time series and is very accurate at correctly predicting whether or not new patients have an auditory-related disorder.

Source: Artificial Intelligence in Medicine - May 26, 2016 Category: Bioinformatics Source Type: research