deepEpiCnn-24

deepEpiCnn-24 is the first model I am sufficienlty confident in that we are using it in place of the deterministic seizure detection algorithms in our production seizure detector for our son.

In a test on completely un-seen data in the configuration deployed in Version 5 of OpenSeizureDetector, it achieved an 83% True Positive Rate (TPR or Sensitivity).

• The structure of the model and training method is described in this page
• A technical report on the training and validation of the model OSDM_ML_Model_development_Report
• The results of the testing, that are used to derive the 83% TPR claimed above output_allSeizures.xlsx