fNIRS improves seizure detection in multimodal EEG-fNIRS recordings

Journal of Biomedical Optics - Tập 24 Số 05 - Trang 1 - 2019
Parikshat Sirpal1, Ali Kassab2, Philippe Pouliot1, Dang Khoa Nguyen2
1Université de Montréal, École Polytechnique de Montréal, Montréal, Québec
2Neurology Division, Centre Hospitalier de l’Université de Montréal, Montréal, Québec

Tóm tắt

Từ khóa


Tài liệu tham khảo

10.1136/jnnp.71.suppl_1.i13

10.1186/s13054-017-1661-x

10.1117/1.NPh.4.4.041411

10.1016/0304-3940(93)90181-J

10.1046/j.1528-1157.43.s.9.12.x

10.1016/j.neuroimage.2006.12.042

10.1016/j.neucli.2009.08.001

10.1016/j.eplepsyres.2011.10.035

10.1016/j.eplepsyres.2013.12.011

10.1002/hbm.23849

10.1006/nimg.1998.0348

Mohseni, 2006, Automatic detection of epileptic seizure using time-frequency distributions, 10.1049/cp:20060378

10.1016/j.yebeh.2010.09.021

10.1179/016164104773026534

10.1016/j.yebeh.2004.05.005

Shoeb, 2009, Application of machine learning to epileptic seizure onset detection and treatment

10.1016/j.eplepsyres.2011.04.013

10.1038/nature14539

10.1016/j.compbiomed.2017.09.017

10.1016/j.artmed.2013.11.007

10.1080/14737175.2018.1413352

10.1109/EMBC.2014.6944546

10.1016/j.neuroimage.2008.10.065

10.1364/AO.48.00D280

10.1088/0031-9155/51/5/N02

Sutskever, 2014, Sequence to sequence learning with neural networks

Graves, 2013, Generating sequences with recurrent neural networks

Gregor, 2015, Draw: a recurrent neural network for image generation

10.1109/TBME.2007.891945

10.1243/09544119JEIM484

10.1016/j.compbiomed.2017.09.017

10.1142/S012906571250027X

10.1016/j.eswa.2011.02.118

10.3390/app7040385

Cooijmans, 2016, Recurrent batch normalization

10.1016/j.neunet.2014.09.003

Zaremba, 2014, Recurrent neural network regularization

10.1016/j.eswa.2015.08.055

10.1161/01.CIR.101.23.e215

Shorvon, 2012