andreapatane / SiameseNet-PhNet2018Challenge

Code entry for the Physionet/CinC2018 challenge
GNU General Public License v3.0
8 stars 0 forks source link

SiameseNet-PhNet2018Challenge

Code entry for the Physionet/CinC2018 challenge.

This repo contains all the source codes used in the Phyisionet/CinC 2018 challenge, related to the paper (available here):

Andrea Patane', Shadi Ghiasi, Enzo Pasquale Scilingo and Marta Kwiatkowska, "Automated Recognition of Sleep Arousal using Multimodal and Personalized Deep Ensembles of Neural Networks", Computing in Cardiology, 2018.

The final score obtained in the test set is of 0.40 (fifth position in the public entry ranking).