An EEG-based systematic explainable detection framework for probing and localizing abnormal patterns in Alzheimer’s disease (English)
- New search for: Song, Zhenxi
- Further information on Song, Zhenxi:
- https://orcid.org/0000-0001-8574-0857
- New search for: Deng, Bin
- New search for: Wang, Jiang
- Further information on Wang, Jiang:
- https://orcid.org/0000-0002-2189-8003
- New search for: Yi, Guosheng
- Further information on Yi, Guosheng:
- https://orcid.org/0000-0002-9362-6605
- New search for: Song, Zhenxi
- Further information on Song, Zhenxi:
- https://orcid.org/0000-0001-8574-0857
- New search for: Deng, Bin
- New search for: Wang, Jiang
- Further information on Wang, Jiang:
- https://orcid.org/0000-0002-2189-8003
- New search for: Yi, Guosheng
- Further information on Yi, Guosheng:
- https://orcid.org/0000-0002-9362-6605
In:
Journal of Neural Engineering
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19
, 3
;
2022
- Article (Journal) / Electronic Resource
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Title:An EEG-based systematic explainable detection framework for probing and localizing abnormal patterns in Alzheimer’s disease
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Contributors:
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Published in:Journal of Neural Engineering ; 19, 3
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Publisher:
- New search for: IOP Publishing
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Publication date:2022-06-01
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Size:18 pages
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents – Volume 19, Issue 3
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.
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A graph network model for neural connection prediction and connection strength estimationYuan, Ye / Liu, Jian / Zhao, Peng / Wang, Wei / Gu, Xiao / Rong, Yi / Lai, Tinggeng / Chen, Yuze / Xin, Kuankuan / Niu, Xin et al. | 2022
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Designing and validating a robust adaptive neuromodulation algorithm for closed-loop control of brain statesFang, Hao / Yang, Yuxiao et al. | 2022
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Monitoring at-home prosthesis control improvements through real-time data loggingOsborn, Luke E / Moran, Courtney W / Dodd, Lauren D / Sutton, Erin E / Norena Acosta, Nicolas / Wormley, Jared M / Pyles, Connor O / Gordge, Kelles D / Nordstrom, Michelle J / Butkus, Josef A et al. | 2022
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Estimating muscle activation from EMG using deep learning-based dynamical systems modelsWimalasena, Lahiru N / Braun, Jonas F / Keshtkaran, Mohammad Reza / Hofmann, David / Gallego, Juan Álvaro / Alessandro, Cristiano / Tresch, Matthew C / Miller, Lee E / Pandarinath, Chethan et al. | 2022
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Three-dimensional multilayer concentric bipolar electrodes restrict spatial activation in optic nerve stimulationBorda, Eleonora / Gaillet, Vivien / Airaghi Leccardi, Marta Jole Ildelfonsa / Zollinger, Elodie Geneviève / Moreira, Ricardo Camilo / Ghezzi, Diego et al. | 2022
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Decoding neural activity preceding balance loss during standing with a lower-limb exoskeleton using an interpretable deep learning modelSujatha Ravindran, Akshay / Malaya, Christopher A / John, Isaac / Francisco, Gerard E / Layne, Charles / Contreras-Vidal, Jose L et al. | 2022
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Epileptic electroencephalography classification using embedded dynamic mode decompositionHellar, Jennifer / Erfanian, Negar / Aazhang, Behnaam et al. | 2022
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Single-interface bioelectronic medicines—concept, clinical applications and preclinical dataSevcencu, Cristian et al. | 2022
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Cortical complexity and connectivity during isoflurane-induced general anesthesia: a rat studyWang, Zhijie / Zhang, Fengrui / Yue, Lupeng / Hu, Li / Li, Xiaoli / Xu, Bo / Liang, Zhenhu et al. | 2022
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Preferential activation of proprioceptive and cutaneous sensory fibers compared to motor fibers during cervical transcutaneous spinal cord stimulation: a computational studyde Freitas, Roberto M / Capogrosso, Marco / Nomura, Taishin / Milosevic, Matija et al. | 2022
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Localization of long-term synaptic plasticity defects in cerebellar circuits using optokinetic reflex learning profileSolouki, Saeed / Mehrabi, Farzad / Mirzaii-Dizgah, Iraj et al. | 2022
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Pseudo-online detection and classification for upper-limb movementsNiu, Jiansheng / Jiang, Ning et al. | 2022
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Anomalies of motor unit amplitude and territory after botulinum toxin injectionChandra, Sourav / Suresh, Nina L / Afsharipour, Babak / Rymer, William Zev / Holobar, Ales et al. | 2022
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How to successfully classify EEG in motor imagery BCI: a metrological analysis of the state of the artArpaia, Pasquale / Esposito, Antonio / Natalizio, Angela / Parvis, Marco et al. | 2022
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Improving the spatial resolution of artificial vision using midget retinal ganglion cell populations modeled at the human foveaItaliano, Michael L / Guo, Tianruo / Lovell, Nigel H / Tsai, David et al. | 2022
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Spatial-temporal network for fine-grained-level emotion EEG recognitionJi, Youshuo / Li, Fu / Fu, Boxun / Li, Yang / Zhou, Yijin / Niu, Yi / Zhang, Lijian / Chen, Yuanfang / Shi, Guangming et al. | 2022
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Fast parametric curve matching (FPCM) for automatic spike detectionKleeva, Daria / Soghoyan, Gurgen / Komoltsev, Ilia / Sinkin, Mikhail / Ossadtchi, Alexei et al. | 2022
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The effect of stimulus number on the recognition accuracy and information transfer rate of SSVEP–BCI in augmented realityZhang, Rui / Xu, Zongxin / Zhang, Lipeng / Cao, Lijun / Hu, Yuxia / Lu, Beihan / Shi, Li / Yao, Dezhong / Zhao, Xincan et al. | 2022
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Dynamic corticomuscular multi-regional modulations during finger movement revealed by time-varying network analysisZhang, Xiabing / Zhang, Shu / Lu, Bin / Wang, Yifeng / Li, Ning / Peng, Yueheng / Hou, Jingming / Qiu, Jing / Li, Fali / Yao, Dezhong et al. | 2022
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ARX-based EEG data balancing for error potential BCIFarabbi, Andrea / Aloia, Vanessa / Mainardi, Luca et al. | 2022
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IENet: a robust convolutional neural network for EEG based brain-computer interfacesDu, Yipeng / Liu, Jian et al. | 2022
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Evaluation of signal analysis algorithms for ipsilateral motor-evoked potentials induced by transcranial magnetic stimulationGuggenberger, Robert / Trunk, Bettina Hanna / Canbolat, Sine / Ziegler, Lukas / Gharabaghi, Alireza et al. | 2022
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From unsupervised to semi-supervised adversarial domain adaptation in electroencephalography-based sleep stagingHeremans, Elisabeth R M / Phan, Huy / Borzée, Pascal / Buyse, Bertien / Testelmans, Dries / De Vos, Maarten et al. | 2022
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Decoupling representation learning for imbalanced electroencephalography classification in rapid serial visual presentation taskLi, Fu / Li, Hongxin / Li, Yang / Wu, Hao / Fu, Boxun / Ji, Youshuo / Wang, Chong / Shi, Guangming et al. | 2022
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The Hybrid Drive: a chronic implant device combining tetrode arrays with silicon probes for layer-resolved ensemble electrophysiology in freely moving miceGuardamagna, Matteo / Eichler, Ronny / Pedrosa, Rafael / Aarts, Arno / Meyer, Arne F / Battaglia, Francesco P et al. | 2022
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Human-in-the-loop optimization of visual prosthetic stimulationFauvel, Tristan / Chalk, Matthew et al. | 2022
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Interpretable functional specialization emerges in deep convolutional networks trained on brain signalsHammer, J / Schirrmeister, R T / Hartmann, K / Marusic, P / Schulze-Bonhage, A / Ball, T et al. | 2022
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Cross-subject spatial filter transfer method for SSVEP-EEG feature recognitionYan, Wenqiang / Wu, Yongcheng / Du, Chenghang / Xu, Guanghua et al. | 2022
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Multivariate analysis reveals topography dependent relationships amongst neurite morphological features from dorsal root ganglia neuronsNelson, Derek W / Puhl, Devan L / Funnell, Jessica L / Kruger, Uwe / Gilbert, Ryan J et al. | 2022
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Preclinical safety study of a fully implantable, sub-scalp ring electrode array for long-term EEG recordingsBenovitski, Yuri B / Lai, Alan / Saunders, Alexia / McGowan, Ceara C / Burns, Owen / Nayagam, David A X / Millard, Rodney / Harrison, Mark / Rathbone, Graeme D / Williams, Richard A et al. | 2022
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More than just statics: altered complexity of dynamic amplitude of low-frequency fluctuations in the resting brain after strokeTian, Na / Liang, Liu-Ke / Luo, Xue-Mao / Hu, Rong-Liang / Long, Wan-Sheng / Song, Rong et al. | 2022
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Simulating the perceptual effects of electrode–retina distance in prosthetic visionAvraham, David / Yitzhaky, Yitzhak et al. | 2022
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Neural sources of prediction errors detect unrealistic VR interactionsGehrke, Lukas / Lopes, Pedro / Klug, Marius / Akman, Sezen / Gramann, Klaus et al. | 2022
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A 3D in vitro model of the device-tissue interface: functional and structural symptoms of innate neuroinflammation are mitigated by antioxidant ceria nanoparticlesAtherton, Elaina / Hu, Yue / Brown, Sophie / Papiez, Emily / Ling, Vivian / Colvin, Vicki L / Borton, David A et al. | 2022
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An EEG-based systematic explainable detection framework for probing and localizing abnormal patterns in Alzheimer’s diseaseSong, Zhenxi / Deng, Bin / Wang, Jiang / Yi, Guosheng et al. | 2022
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Emergence of associative learning in a neuromorphic inference networkGandolfi, Daniela / Puglisi, Francesco M / Boiani, Giulia M / Pagnoni, Giuseppe / Friston, Karl J / D’Angelo, Egidio / Mapelli, Jonathan et al. | 2022
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Noninvasively recorded high-gamma signals improve synchrony of force feedback in a novel neurorehabilitation brain–machine interface for brain injuryFlint, Robert D / Li, Yongcheng / Wang, Po T / Vaidya, Mukta / Barry, Alex / Ghassemi, Mohammad / Tomic, Goran / Brkic, Nenad / Ripley, David / Liu, Charles et al. | 2022
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Sequential epiretinal stimulation improves discrimination in simple shape discrimination tasks onlyChristie, Breanne / Sadeghi, Roksana / Kartha, Arathy / Caspi, Avi / Tenore, Francesco V / Klatzky, Roberta L / Dagnelie, Gislin / Billings, Seth et al. | 2022
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Closed-loop transcranial ultrasound stimulation with a fuzzy controller for modulation of motor response and neural activity of miceYuan, Yi / Long, Ai / Wu, Yongkang / Li, Xiaoli et al. | 2022
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A low-power communication scheme for wireless, 1000 channel brain–machine interfacesCostello, Joseph T / Nason-Tomaszewski, Samuel R / An, Hyochan / Lee, Jungho / Mender, Matthew J / Temmar, Hisham / Wallace, Dylan M / Lim, Jongyup / Willsey, Matthew S / Patil, Parag G et al. | 2022
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Deformation fields: a new source of information to predict brain ageDias, Maria de Fátima Machado / Carvalho, Paulo / Duarte, João Valente / Castelo-Branco, Miguel et al. | 2022
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Intracortical current steering shifts the location of evoked neural activityMeikle, Sabrina J / Hagan, Maureen A / Price, Nicholas S C / Wong, Yan T et al. | 2022
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Continuous 2D trajectory decoding from attempted movement: across-session performance in able-bodied and feasibility in a spinal cord injured participantPulferer, Hannah S / Ásgeirsdóttir, Brynja / Mondini, Valeria / Sburlea, Andreea I / Müller-Putz, Gernot R et al. | 2022
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Evaluating interhemispheric synchronization and cortical activity in acute stroke patients using optical hemodynamic oscillationsNguyen, Van-Truong / Lu, Yi-Hsuan / Wu, Chun-Wei / Sung, Pi-Shan / Lin, Chou-Ching / Lin, Pei-Yi / Wang, Shun-Min / Chen, Fu-Yu / Chen, Jia-Jin Jason et al. | 2022
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Bridging the gap between patient-specific and patient-independent seizure prediction via knowledge distillationWu, Di / Yang, Jie / Sawan, Mohamad et al. | 2022
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Brain–computer interface-based action observation combined with peripheral electrical stimulation enhances corticospinal excitability in healthy subjects and stroke patientsKim, Min Gyu / Lim, Hyunmi / Lee, Hye Sun / Han, In Jun / Ku, Jeonghun / Kang, Youn Joo et al. | 2022
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Light controlled signaling initiated by subretinal semiconducting-polymer layer in developing-blind-retina mimics the response of the neonatal retinaDeepak, Chakram S / Krishnan, Abhijith / Narayan, K S et al. | 2022
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Semantic fMRI neurofeedback: a multi-subject study at 3 teslaCiarlo, Assunta / Russo, Andrea G / Ponticorvo, Sara / di Salle, Francesco / Lührs, Michael / Goebel, Rainer / Esposito, Fabrizio et al. | 2022
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