Papers by Ramon Maldonado
The Language of Brain Signals: Natural Language Processing of Electroencephalography Reports (2020.lrec-1)
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| Challenge: | Clinical electroencephalography (EEG) is an excellent tool for probing neural function. |
| Approach: | They propose to use EEG to capture brain signals and its correlations with pathologies by a corpus of EEG reports to provide examples of EMG-specific concepts. |
| Outcome: | The proposed method provides examples of EEG-specific and clinically relevant concepts and exemplifies a self-attention joint-learning model to predict similar annotations in the EEG report corpus. |