A framework for seizure detection using effective connectivity, graph theory, and multi-level modular network (English)
- New search for: Akbarian, Behnaz
- Further information on Akbarian, Behnaz:
- https://orcid.org/0000-0002-2016-8201
- New search for: Erfanian, Abbas
- Further information on Erfanian, Abbas:
- https://orcid.org/0000-0003-0128-4474
- New search for: Akbarian, Behnaz
- Further information on Akbarian, Behnaz:
- https://orcid.org/0000-0002-2016-8201
- New search for: Erfanian, Abbas
- Further information on Erfanian, Abbas:
- https://orcid.org/0000-0003-0128-4474
In:
Biomedical Signal Processing and Control
;
59
;
2020
-
ISSN:
- Article (Journal) / Electronic Resource
-
Title:A framework for seizure detection using effective connectivity, graph theory, and multi-level modular network
-
Contributors:Akbarian, Behnaz ( author ) / Erfanian, Abbas ( author )
-
Published in:
-
Publisher:
- New search for: Elsevier Ltd
-
Publication date:2020-02-08
-
ISSN:
-
DOI:
-
Type of media:Article (Journal)
-
Type of material:Electronic Resource
-
Language:English
-
Keywords:AIC , Akaike Information Criterion , AE , auto-encoder , CHB , Children’s Hospital Boston , COH , Coherence , CSP , common spatial pattern , COR , correlation , COV , covariance , xCOR , cross-correlation , dDTF , direct DTF , DC , directed coherence , DTF , directed transfer function , EBC , effective brain connectivity , EEG , electroencephalography , FPR , false positive rate , FN , False Negative , FP , False Positive , ffDTF , full frequency DTF , FBC , functional brain connectivity , GMM , Gaussian mixture model , GPDC , generalized partial directed coherence , GC , Granger causality , MIT , Massachusetts Institute of Technology , MENN , modular effective neural networks , MFNN , modular frequency neural networks , MLMN , multi-level Modular networks , MVAR , multivariate autoregressive models , MI , mutual information , PDC , partial directed coherence , PTZ , pentylenetetrazole , PSI , phase slope index , PLV , phase-locking value , PPV , positive predictive value , PSD , power spectral density , PNES , psychogenic nonepileptic seizures , SOZ , seizure onset zone , SVM , support vector machine , t-SNE , t-Distributed Stochastic Neighbor Embedding , CA , classification accuracy , TN , True Negative , TP , True Positive , Effective brain connectivity , Graph theory , Autoencoder , Modular frequency neural networks , Modular effective neural networks , Multi-level modular networks
-
Source:
Table of contents – Volume 59
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
-
RVEB—An algorithm for recognizing voluntary eye blinks based on the signal recorded from prefrontal EEG channelsRejer, Izabela / Cieszyński, Łukasz et al. | 2020
-
A fractional filter based efficient algorithm for retinal blood vessel segmentationShukla, Anil K. / Pandey, Rajesh K. / Pachori, Ram Bilas et al. | 2020
-
Cardiac arrhythmia classification using tunable Q-wavelet transform based features and support vector machine classifierJha, Chandan Kumar / Kolekar, Maheshkumar H. et al. | 2020
-
Delta plot analysis of cardiovascular and cardiorespiratory interactions in young women with orthostatic intoleranceReulecke, S. / Charleston-Villalobos, S. / González-Hermosillo, J. / Voss, A. / González-Camarena, R. / Gaitán-González, M. / Hernández-Pacheco, G. / Aljama-Corrales, T. et al. | 2020
-
Diagnosis of Alzheimer's disease using universum support vector machine based recursive feature elimination (USVM-RFE)Richhariya, B. / Tanveer, M. / Rashid, A.H. et al. | 2020
-
EEG classification by filter band component regularized common spatial pattern for motor imageryGuo, Yao / Zhang, Yuan / Chen, Zhiqiang / Liu, Yi / Chen, Wei et al. | 2020
-
Classifying action intention understanding EEG signals based on weighted brain network metric featuresXiong, Xingliang / Yu, Zhenhua / Ma, Tian / Wang, Haixian / Lu, Xuesong / Fan, Hui et al. | 2020
-
Quantitative sleep EEG synchronization analysis for automatic arousals detectionErdamar, Aykut / Aksahin, Mehmet Feyzi et al. | 2020
-
Automatic reduction of wireless capsule endoscopy reviewing time based on factorization analysisBiniaz, Abbas / Zoroofi, Reza Aghaeizadeh / Sohrabi, Masoud Reza et al. | 2020
-
EEG signal classification of imagined speech based on Riemannian distance of correntropy spectral densityBakhshali, Mohamad Amin / Khademi, Morteza / Ebrahimi-Moghadam, Abbas / Moghimi, Sahar et al. | 2020
-
A new emotion detection algorithm using extracted features of the different time-series generated from ST intervals Poincaré mapBaghizadeh, Maryam / Maghooli, Keivan / Farokhi, Fardad / Dabanloo, Nader Jafarnia et al. | 2020
-
Seizures classification based on higher order statistics and deep neural networkSharma, Rahul / Pachori, Ram Bilas / Sircar, Pradip et al. | 2020
-
Optimization of PIDD2-FLC for blood glucose level using particle swarm optimization with linearly decreasing weightJaradat, Mohammad A. / Sawaqed, Laith S. / Alzgool, Mohammad M. et al. | 2020
-
Low-density surface electromyographic patterns under electrode shift: Characterization and NMF-based classificationHuang, Gan / Xian, Zhien / Tang, Fei / Li, Linling / Zhang, Li / Zhang, Zhiguo et al. | 2020
-
Virtual patient trials of a multi-input stochastic model for tight glycaemic control using insulin sensitivity and blood glucose dataDavidson, Shaun M. / Uyttendaele, Vincent / Pretty, Christopher G. / Knopp, Jennifer L. / Desaive, Thomas / Chase, J. Geoffrey et al. | 2020
-
A new optic disc segmentation method using a modified Dolph-Chebyshev matched filterDharmawan, Dhimas Arief / Ng, Boon Poh / Rahardja, Susanto et al. | 2020
-
Feedback deep brain stimulation for rehabilitation in Parkinson’s disease via unknown input observerShare Pasand, Mohammad Mahdi / Golpaygani, Ali Tavakoli et al. | 2020
-
Scattering of SH waves in compact bone and cancellous boneXiang, Meng / Qi, Hui / Qu, Zhiwei / Guo, Jing et al. | 2020
-
Editorial Board| 2020
-
Acoustic Voice Quality Index and Acoustic Breathiness Index as two examples for strengths and weaknesses of free software in medicineStappenbeck, Lydia / Barsties v. Latoszek, Ben / Janotte, Ben / Lehnert, Bernhard et al. | 2020
-
sEMG-based continuous estimation of grasp movements by long-short term memory networkWang, Chao / Guo, Weiyu / Zhang, Hang / Guo, Linlin / Huang, Changcheng / Lin, Chuang et al. | 2019
-
A framework for seizure detection using effective connectivity, graph theory, and multi-level modular networkAkbarian, Behnaz / Erfanian, Abbas et al. | 2020
-
Local temporal common spatial patterns modulated with phase locking valueYu, Zhenhua / Ma, Tian / Fang, Na / Wang, Haixian / Li, Zhanli / Fan, Hui et al. | 2020
-
A novel hybrid paradigm based on steady state visually evoked potential & P300 to enhance information transfer rateKatyal, Akshay / Singla, Rajesh et al. | 2020
-
Medical image fusion using a modified shark smell optimization algorithm and hybrid wavelet-homomorphic filterXu, Lina / Si, Yujuan / Jiang, Saibiao / Sun, Ying / Ebrahimian, Homayoun et al. | 2020
-
A centralized multi-objective model predictive control for a biventricular assist device: An in vitro evaluationKoh, V.C.A. / Pauls, J.P. / Wu, E.L. / Stevens, M.C. / Ho, Y.K. / Lovell, N.H. / Lim, E. et al. | 2020
-
Dermoscopic skin lesion image segmentation based on Local Binary Pattern Clustering: Comparative studyPereira, Pedro M.M. / Fonseca-Pinto, Rui / Paiva, Rui Pedro / Assuncao, Pedro A.A. / Tavora, Luis M.N. / Thomaz, Lucas A. / Faria, Sergio M.M. et al. | 2020
-
The cardiac systolic mechanical axis: Optimizing multi-axial cardiac vibrations by projecting along a physiological reference frameCordero, Rafael / Feuerstein, Delphine / Joubert, Pierre-Yves et al. | 2020
-
A high performance asynchronous EOG speller systemD, Saravanakumar / M, Ramasubba Reddy et al. | 2020
-
Emotion recognition using EEG phase space dynamics and Poincare intersectionsZangeneh Soroush, Morteza / Maghooli, Keivan / Setarehdan, Seyed Kamaledin / Nasrabadi, Ali Motie et al. | 2020
-
Application of innovative image processing methods and AdaBound-SE-DenseNet to optimize the diagnosis performance of meningiomas and gliomasHuang, Zheng / Zhao, Yiwen / Li, Xin / Zhao, Xingang / Liu, Yunhui / Song, Guoli / Luo, Yang et al. | 2020
-
Adaptive drug interaction model to predict depth of anesthesia in the operating roomGonzalez-Cava, Jose M. / Reboso, José A. / Calvo-Rolle, José Luis / Mendez-Perez, Juan Albino et al. | 2020
-
New algorithm based on group sparsity for correcting wideband noise in ECG recordingsMourad, Nasser et al. | 2020
-
Least Mean Square (LMS) based neural design and metric evaluation for auscultation signal separationSathesh, K. / Rajkumar, S. / Goyal, Neeraj Kumar et al. | 2019
-
Artificially induced joint movement control with musculoskeletal model-integrated iterative learning algorithmZhang, Qin / Meng, Yang / Wu, Linhui / Xiang, Xianbo / Xiong, Caihua et al. | 2019
-
Subject, session and task effects on power, connectivity and network centrality: A source-based EEG studyPani, Sara Maria / Ciuffi, Marta / Demuru, Matteo / La Cava, Simone Maurizio / Bazzano, Giovanni / D’Aloja, Ernesto / Fraschini, Matteo et al. | 2020
-
Graph-time spectral analysis for atrial fibrillationSun, Miao / Isufi, Elvin / de Groot, Natasja M.S. / Hendriks, Richard C. et al. | 2020
-
Wearable system for real-time monitoring of hemodynamic parameters: Implementation and evaluationGirčys, Rolandas / Kazanavičius, Egidijus / Maskeliūnas, Rytis / Damaševičius, Robertas / Woźniak, Marcin et al. | 2020
-
Adaptive denoising of 3D volumetric MR images using local variance based estimatorDas, Pabitra / Pal, Chandrajit / Chakrabarti, Amlan / Acharyya, Amit / Basu, Saumyajit et al. | 2020
-
Resting state EEG-based sudden pain recognition method and experimental studyCao, Tianao / Wang, Qisong / Liu, Dan / Sun, Jinwei / Bai, Ou et al. | 2020
-
Phasor represented EMG feature extraction against varying contraction level of prosthetic controlOnay, Fatih / Mert, Ahmet et al. | 2020
-
On the use of long-term features in a newborn cry diagnostic systemSalehian Matikolaie, Fatemeh / Tadj, Chakib et al. | 2020
-
Fusion enhancement for tracking of respiratory rate through intrinsic mode functions in photoplethysmographyPirhonen, Mikko / Vehkaoja, Antti et al. | 2020
-
Speech emotion recognition with deep convolutional neural networksIssa, Dias / Fatih Demirci, M. / Yazici, Adnan et al. | 2020
-
Automated breast cancer detection in digital mammograms: A moth flame optimization based ELM approachMuduli, Debendra / Dash, Ratnakar / Majhi, Banshidhar et al. | 2020
-
Entropy-based analysis of rhythmic tapping for the quantitative assessment of cerebellar ataxiaNguyen, Khoa D. / Pathirana, Pubudu N. / Horne, Malcolm / Power, Laura / Szmulewicz, David J. et al. | 2020
-
Feature selection and dimensionality reduction: An extensive comparison in hand gesture classification by sEMG in eight channels armband approachMendes Junior, José Jair A. / Freitas, Melissa L.B. / Siqueira, Hugo V. / Lazzaretti, André E. / Pichorim, Sergio F. / Stevan, Sergio L. Jr. et al. | 2020
-
Accurate prediction of glucose concentration and identification of major contributing features from hardly distinguishable near-infrared spectroscopyMekonnen, Bitewulign Kassa / Yang, Webb / Hsieh, Tung-Han / Liaw, Shien-Kuei / Yang, Fu-Liang et al. | 2020
-
AI-enabled remote and objective quantification of stress at scaleAl-Jebrni, Abdulrhman H. / Chwyl, Brendan / Wang, Xiao Yu / Wong, Alexander / Saab, Bechara J. et al. | 2020
-
Monitoring of heart rate, blood oxygen saturation, and blood pressure using a smartphoneNemcova, Andrea / Jordanova, Ivana / Varecka, Martin / Smisek, Radovan / Marsanova, Lucie / Smital, Lukas / Vitek, Martin et al. | 2020
-
Time domain implementation of pediatric epileptic seizure detection system for enhancing the performance of detection and easy monitoring of pediatric patientsChakrabarti, Satarupa / Swetapadma, Aleena / Ranjan, Asish / Pattnaik, Prasant Kumar et al. | 2020
-
Efficient lossless compression scheme for multi-channel ECG signal processingTsai, Tsung-Han / Tsai, Fong-Lin et al. | 2020
-
Acoustic therapies for tinnitus: The basis and the electroencephalographic evaluationIbarra-Zarate, David / Alonso-Valerdi, Luz María et al. | 2020
-
A multi-scale recurrent fully convolution neural network for laryngeal leukoplakia segmentationJi, Bin / Ren, Jianjun / Zheng, Xiujuan / Tan, Cong / Ji, Rong / Zhao, Yu / Liu, Kai et al. | 2020
-
Automatic classification of apnea and normal subjects using new features extracted from HRV and ECG-derived respiration signalsZarei, Asghar / Asl, Babak Mohammadzadeh et al. | 2020