Austin Head - Related publications

Bioengineering University of California, Los Angeles, Los Angeles, CA 
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50 most relevant papers in past 60 days:
Year Citation  Score
2020 Nejedly P, Kremen V, Sladky V, Cimbalnik J, Klimes P, Plesinger F, Mivalt F, Travnicek V, Viscor I, Pail M, Halamek J, Brinkmann BH, Brazdil M, Jurak P, Worrell G. Multicenter intracranial EEG dataset for classification of graphoelements and artifactual signals. Scientific Data. 7: 179. PMID 32546753 DOI: 10.1038/s41597-020-0532-5   
2020 Pan Y, Tsang IW, Singh AK, Lin CT, Sugiyama M. Stochastic Multichannel Ranking with Brain Dynamics Preferences. Neural Computation. 1-32. PMID 32521213 DOI: 10.1162/neco_a_01293   
2020 Gemein LAW, Schirrmeister RT, Chrabąszcz P, Wilson D, Boedecker J, Schulze-Bonhage A, Hutter F, Ball T. Machine-Learning-Based Diagnostics of EEG Pathology. Neuroimage. 117021. PMID 32534126 DOI: 10.1016/j.neuroimage.2020.117021   
2020 Sun Y, Wei C, Cui V, Xiu M, Wu A. Electroencephalography: Clinical Applications During the Perioperative Period. Frontiers in Medicine. 7: 251. PMID 32582735 DOI: 10.3389/fmed.2020.00251   
2020 Panwar S, Rad P, Jung TP, Huang Y. Modeling EEG data distribution with a Wasserstein Generative Adversarial Network to predict RSVP Events. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 32746311 DOI: 10.1109/TNSRE.2020.3006180   
2020 Rykaczewski K, Nikadon J, Duch W, Piotrowski T. SUPFUNSIM: Spatial Filtering Toolbox for EEG. Neuroinformatics. PMID 32564239 DOI: 10.1007/s12021-020-09464-w   
2020 Zhou M, Bian K, Hu F, Lai W. A New Method Based on CEEMD Combined With Iterative Feature Reduction for Aided Diagnosis of Epileptic EEG. Frontiers in Bioengineering and Biotechnology. 8: 669. PMID 32695761 DOI: 10.3389/fbioe.2020.00669   
2020 Li Y, Shi W, Liu Z, Li J, Wang Q, Yan X, Cao Z, Wang G. Effective brain state estimation during propofol-induced sedation using advanced EEG microstate spectral analysis. Ieee Journal of Biomedical and Health Informatics. PMID 32749987 DOI: 10.1109/JBHI.2020.3008052   
2020 Yıldırım S, Koçer HE, Ekmekçi AH. Automatic phase reversal detection in routine EEG. Medical Hypotheses. 142: 109825. PMID 32442679 DOI: 10.1016/j.mehy.2020.109825   
2020 Sebastián-Romagosa M, Udina E, Ortner R, Dinarès-Ferran J, Cho W, Murovec N, Matencio-Peralba C, Sieghartsleitner S, Allison BZ, Guger C. EEG Biomarkers Related With the Functional State of Stroke Patients. Frontiers in Neuroscience. 14: 582. PMID 32733182 DOI: 10.3389/fnins.2020.00582   
2020 Gao Y, Gao B, Chen Q, Liu J, Zhang Y. Deep Convolutional Neural Network-Based Epileptic Electroencephalogram (EEG) Signal Classification. Frontiers in Neurology. 11: 375. PMID 32528398 DOI: 10.3389/fneur.2020.00375   
2020 Su J, Yang Z, Yan W, Sun W. EEG classification in MI-BCI applications based on double constraint nonnegative matrix factorization. Physiological Measurement. PMID 32590360 DOI: 10.1088/1361-6579/aba07b   
2020 Belur Nagaraj S, Ramaswamy SM, Weerink MAS, Struys MMRF. Predicting Deep Hypnotic State From Sleep Brain Rhythms Using Deep Learning: A Data-Repurposing Approach. Anesthesia and Analgesia. 130: 1211-1221. PMID 32287128 DOI: 10.1213/ANE.0000000000004651   
2020 Zhao H, Zheng Q, Ma K, Li H, Zheng Y. Deep Representation-Based Domain Adaptation for Nonstationary EEG Classification. Ieee Transactions On Neural Networks and Learning Systems. PMID 32745012 DOI: 10.1109/TNNLS.2020.3010780   
2020 Meunier D, Pascarella A, Altukhov D, Jas M, Combrisson E, Lajnef T, Bertrand-Dubois D, Hadid V, Alamian G, Alves J, Barlaam F, Saive AL, Dehgan A, Jerbi K. NeuroPycon: An open-source python toolbox for fast multi-modal and reproducible brain connectivity pipelines. Neuroimage. 219: 117020. PMID 32522662 DOI: 10.1016/j.neuroimage.2020.117020   
2020 Uyulan C, Ergüzel TT, Unubol H, Cebi M, Sayar GH, Nezhadasad M, Tarhan N. Major Depressive Disorder Classification Based on Different Convolutional Neural Network Models: Deep Learning Approach. Clinical Eeg and Neuroscience. 1550059420916634. PMID 32491928 DOI: 10.1177/1550059420916634   
2020 Rahman MA, Khanam F, Ahmad M, Uddin MS. Multiclass EEG signal classification utilizing Rényi min-entropy-based feature selection from wavelet packet transformation. Brain Informatics. 7: 7. PMID 32548772 DOI: 10.1186/s40708-020-00108-y   
2020 Fu R, Han M, Tian Y, Shi P. Improvement Motor Imagery EEG Classification based on sparse Common Spatial Pattern and Regularized Discriminant Analysis. Journal of Neuroscience Methods. 108833. PMID 32619588 DOI: 10.1016/j.jneumeth.2020.108833   
2020 Cho J, Hwang H. Spatio-Temporal Representation of an Electoencephalogram for Emotion Recognition Using a Three-Dimensional Convolutional Neural Network. Sensors (Basel, Switzerland). 20. PMID 32575708 DOI: 10.3390/s20123491   
2020 Zhang Y, Zhou Z, Bai H, Liu W, Wang L. Seizure Classification From EEG Signals Using an Online Selective Transfer TSK Fuzzy Classifier With Joint Distribution Adaption and Manifold Regularization. Frontiers in Neuroscience. 14: 496. PMID 32595441 DOI: 10.3389/fnins.2020.00496   
2020 Ma P, Gao Q. EEG Signal and Feature Interaction Modeling-Based Eye Behavior Prediction Research. Computational and Mathematical Methods in Medicine. 2020: 2801015. PMID 32508975 DOI: 10.1155/2020/2801015   
2020 Jiang J, Wang C, Wu J, Qin W, Xu M, Yin E. Temporal Combination Pattern Optimization Based on Feature Selection Method for Motor Imagery BCIs. Frontiers in Human Neuroscience. 14: 231. PMID 32714167 DOI: 10.3389/fnhum.2020.00231   
2020 Tang J, Xu M, Han J, Liu M, Dai T, Chen S, Ming D. Optimizing SSVEP-Based BCI System towards Practical High-Speed Spelling. Sensors (Basel, Switzerland). 20. PMID 32731432 DOI: 10.3390/s20154186   
2020 Liu B, Huang X, Wang Y, Chen X, Gao X. BETA: A Large Benchmark Database Toward SSVEP-BCI Application. Frontiers in Neuroscience. 14: 627. PMID 32655358 DOI: 10.3389/fnins.2020.00627   
2020 Ilakiyaselvan N, Nayeemulla Khan A, Shahina A. Deep learning approach to detect seizure using reconstructed phase space images. Journal of Biomedical Research. 34: 240-250. PMID 32561702 DOI: 10.7555/JBR.34.20190043   
2020 Guarnieri R, Zhao M, Taberna GA, Ganzetti M, Swinnen SP, Mantini D. RT-NET: real-time reconstruction of neural activity using high-density electroencephalography. Neuroinformatics. PMID 32720212 DOI: 10.1007/s12021-020-09479-3   
2020 Siuly S, Alcin OF, Kabir E, Sengur A, Wang H, Zhang Y, Whittaker F. A New Framework For Automatic Detection of Patients With Mild Cognitive Impairment Using Resting-State EEG Signals. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 32746328 DOI: 10.1109/TNSRE.2020.3013429   
2020 Chamola V, Vineet A, Nayyar A, Hossain E. Brain-Computer Interface-Based Humanoid Control: A Review. Sensors (Basel, Switzerland). 20. PMID 32605077 DOI: 10.3390/s20133620   
2020 Lee N, Kim JM. Dynamic functional connectivity analysis based on time-varying partial correlation with a copula-DCC-GARCH model. Neuroscience Research. PMID 32628970 DOI: 10.1016/j.neures.2020.06.006   
2020 Jähne-Raden N, Wolf MC, Sigg S, Kulau U. Development of a Presentation Interface for Seismo- and Ballistocardiographic Data. Studies in Health Technology and Informatics. 272: 103-106. PMID 32604611 DOI: 10.3233/SHTI200504   
2020 Ansari AQ, Sharma P, Tripathi M. Automatic seizure detection using neutrosophic classifier. Physical and Engineering Sciences in Medicine. PMID 32696433 DOI: 10.1007/s13246-020-00901-3   
2020 Lee Y, Lee KJ, Jang JW, Lee SI, Kim S. An EEG system to detect brain signals from multiple adult zebrafish. Biosensors & Bioelectronics. 164: 112315. PMID 32553349 DOI: 10.1016/j.bios.2020.112315   
2020 Song X, Yan B, Tong L, Shu J, Zeng Y. Asynchronous Video Target Detection Based on Single-Trial EEG Signals. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 32746322 DOI: 10.1109/TNSRE.2020.3009978   
2020 Wen D, Li P, Zhou Y, Sun Y, Xu J, Liu Y, Li X, Li J, Bian Z, Wang L. Feature Classification Method of Resting-state EEG Signals from Amnestic Mild Cognitive Impairment with Type 2 Diabetes Mellitus based on Multi-view Convolutional Neural Network. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 32746302 DOI: 10.1109/TNSRE.2020.3004462   
2020 Anderson JR, Betts S, Fincham JM, Hope R, Walsh MW. Reconstructing Fine-Grained Cognition from Brain Activity. Neuroimage. 116999. PMID 32497786 DOI: 10.1016/j.neuroimage.2020.116999   
2020 Anderson JR, Betts S, Fincham JM, Hope R, Walsh MW. Reconstructing Fine-Grained Cognition from Brain Activity. Neuroimage. 116999. PMID 32497786 DOI: 10.1016/j.neuroimage.2020.116999   
2020 Guarnieri R, Brancucci A, D'Anselmo A, Manippa V, Swinnen SP, Tecchio F, Mantini D. A computationally efficient method for the attenuation of alternating current stimulation artifacts in electroencephalographic recordings. Journal of Neural Engineering. PMID 32717735 DOI: 10.1088/1741-2552/aba99d   
2020 Choi M, Seo M, Lee JS, Kim SW. Fuzzy support vector machine-based personalizing method to address the inter-subject variance problem of physiological signals in a driver monitoring system. Artificial Intelligence in Medicine. 105: 101843. PMID 32505423 DOI: 10.1016/j.artmed.2020.101843   
2020 Saeedi M, Saeedi A, Maghsoudi A. Major depressive disorder assessment via enhanced k-nearest neighbor method and EEG signals. Physical and Engineering Sciences in Medicine. PMID 32662038 DOI: 10.1007/s13246-020-00897-w   
2020 Kos M, Bogdan M, Glynn NW, Harezlak J. Classification of human physical activity based on raw accelerometry data via spherical coordinate transformation. Statistics in Medicine. PMID 32478905 DOI: 10.1002/sim.8582   
2020 Raggam P, Bauernfeind G, Wriessnegger SC. NICA: A Novel Toolbox for Near-Infrared Spectroscopy Calculations and Analyses. Frontiers in Neuroinformatics. 14: 26. PMID 32523524 DOI: 10.3389/fninf.2020.00026   
2020 Jia D, Lu Z, Zhang J, Xiao W, Yang M. [Interpretation of International consensus on electroencephalogram reactivity testing after cardiac arrest on 2018]. Zhonghua Wei Zhong Bing Ji Jiu Yi Xue. 32: 392-396. PMID 32527339 DOI: 10.3760/cma.j.cn121430-20200305-00209   
2020 Khairullah E, Arican M, Polat K. Brain-computer interface speller system design from electroencephalogram signals with channel selection algorithms. Medical Hypotheses. 141: 109690. PMID 32278892 DOI: 10.1016/j.mehy.2020.109690   
2020 Rashid M, Sulaiman N, P P Abdul Majeed A, Musa RM, Ab Nasir AF, Bari BS, Khatun S. Current Status, Challenges, and Possible Solutions of EEG-Based Brain-Computer Interface: A Comprehensive Review. Frontiers in Neurorobotics. 14: 25. PMID 32581758 DOI: 10.3389/fnbot.2020.00025   
2020 Wu Y, Xie N. Attention Optimization Method for EEG via the TGAM. Computational and Mathematical Methods in Medicine. 2020: 6427305. PMID 32655682 DOI: 10.1155/2020/6427305   
2020 Xue Y, Zhang L, Qiao L, Shen D. Estimating sparse functional brain networks with spatial constraints for MCI identification. Plos One. 15: e0235039. PMID 32707574 DOI: 10.1371/journal.pone.0235039   
2020 Zafar SF, Amorim E, Williamsom CA, Jing J, Gilmore EJ, Haider HA, Swisher C, Struck A, Rosenthal ES, Ng M, Schmitt S, Lee JW, Brandon Westover M. A standardized nomenclature for spectrogram EEG patterns: Inter-rater agreement and correspondence with common intensive care unit EEG patterns. Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology. PMID 32660817 DOI: 10.1016/j.clinph.2020.05.032   
2020 Basti A, Nili H, Hauk O, Marzetti L, Henson RN. Multi-dimensional connectivity: a conceptual and mathematical review. Neuroimage. 221: 117179. PMID 32682988 DOI: 10.1016/j.neuroimage.2020.117179   
2020 Remakanthakurup Sindhu K, Staba R, Lopour BA. Trends in the use of automated algorithms for the detection of high-frequency oscillations associated with human epilepsy. Epilepsia. PMID 32729943 DOI: 10.1111/epi.16622   
2020 Khosropanah P, Ho ET, Lim KS, Fong SL, Thuy Le MA, Narayanan V. EEG Source Imaging (ESI) utility in clinical practice. Biomedizinische Technik. Biomedical Engineering. PMID 32623371 DOI: 10.1515/bmt-2019-0128