A POST-PROCESSING TECHNIQUE FOR GUIDED WAVE ARRAY DATA FOR THE INSPECTION OF PLATE STRUCTURES

2008 ◽  
Author(s):  
A. Velichko ◽  
P. D. Wilcox ◽  
Donald O. Thompson ◽  
Dale E. Chimenti
2016 ◽  
Vol 139 ◽  
pp. 120-129 ◽  
Author(s):  
Sumedh M. Joshi ◽  
Peter J. Diamessis ◽  
Derek T. Steinmoeller ◽  
Marek Stastna ◽  
Greg N. Thomsen

2015 ◽  
Vol 8 (3-4) ◽  
pp. 124-129 ◽  
Author(s):  
Chase M. Pfeifer ◽  
Judith M. Burnfield ◽  
Guilherme M. Cesar ◽  
Max H. Twedt ◽  
Jeff A. Hawks

2020 ◽  
Author(s):  
Poomipat Boonyakitanont ◽  
Apiwat Lek-uthai ◽  
Jitkomut Songsiri

AbstractThis article aims to design an automatic detection algorithm of epileptic seizure onsets and offsets in scalp EEGs. A proposed scheme consists of two sequential steps: the detection of seizure episodes, and the determination of seizure onsets and offsets in long EEG recordings. We introduce a neural network-based model called ScoreNet as a post-processing technique to determine the seizure onsets and offsets in EEGs. A cost function called a log-dice loss that has an analogous meaning to F1 is proposed to handle an imbalanced data problem. In combination with several classifiers including random forest, CNN, and logistic regression, the ScoreNet is then verified on the CHB-MIT Scalp EEG database. As a result, in seizure detection, the ScoreNet can significantly improve F1 to 70.15% and can considerably reduce false positive rate per hour to 0.05 on average. In addition, we propose detection delay metric, an effective latency index as a summation of the exponential of delays, that includes undetected events into account. The index can provide a better insight into onset and offset detection than conventional time-based metrics.


2020 ◽  
Vol 81 (4) ◽  
pp. 920
Author(s):  
Hyein Kang ◽  
Eun Sun Lee ◽  
Hyun Jeong Park ◽  
Byung Kwan Park ◽  
Jae Yong Park ◽  
...  

2017 ◽  
Vol 10 (1) ◽  
Author(s):  
Francisco José Lopes de Lima ◽  
Rodrigo Santos Costa ◽  
André Rodrigues Gonçalves ◽  
Ana Paula Paes do Santos ◽  
Fernando Ramos Martins ◽  
...  

Sign in / Sign up

Export Citation Format

Share Document