Source: Scientific reports [Sci Rep] 2025 Jun 03; Vol. 15 (1), pp. 19419. Date of Electronic Publication: 2025 Jun 03.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Academic Journal

A synergistic approach for enhanced eye blink detection using wavelet analysis, autoencoding and Crow-Search optimized k-NN algorithm.

Authors : Chandralekha M; Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Chennai, India.; Jayadurga NP

Subjects: Blinking*/Blinking*/Blinking*/physiology ; Electroencephalography*/Electroencephalography*/Electroencephalography*/methods ; Wavelet Analysis*

Source: Scientific reports [Sci Rep] 2025 Apr 08; Vol. 15 (1), pp. 11949. Date of Electronic Publication: 2025 Apr 08.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Analyzing physical activity impact based on ubiquitous nonlinear dynamics and electroencephalography data.

Authors : Shukla PK; Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Andhra Pradesh, India.; Maheshwary P

Subjects: Electroencephalography*/Electroencephalography*/Electroencephalography*/methods ; Nonlinear Dynamics* ; Algorithms*

Source: Technology and health care : official journal of the European Society for Engineering and Medicine [Technol Health Care] 2024; Vol. 32 (3), pp. 1301-1312.Publisher: SAGE Publications Country of Publication: Netherlands NLM ID: 9314590 Publication Model: Print Cited Medium: Internet ISSN: 1878-7401

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Open-Source Algorithm for Automated Vigilance State Classification Using Single-Channel Electroencephalogram in Rodents.

Authors : Saevskiy A; Scientific Research and Technology Center for Neurotechnology, Southern Federal University, 344006 Rostov-on-Don, Russia.; Suntsova N

Subjects: Electroencephalography*/Electroencephalography*/Electroencephalography*/methods ; Algorithms* ; Arousal*/Arousal*/Arousal*/physiology

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2025 Feb 03; Vol. 25 (3). Date of Electronic Publication: 2025 Feb 03.Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220

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Cognitive load detection through EEG lead wise feature optimization and ensemble classification.

Authors : Yedukondalu J; Department of ECE, QIS College of Engineering and Technology, Ongole, 523272, Andhra Pradesh, India.; Sunkara K

Subjects: Electroencephalography*/Electroencephalography*/Electroencephalography*/methods ; Cognition*/Cognition*/Cognition*/physiology ; Algorithms*

Source: Scientific reports [Sci Rep] 2025 Jan 04; Vol. 15 (1), pp. 842. Date of Electronic Publication: 2025 Jan 04.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Finite mixtures of functional graphical models: Uncovering heterogeneous dependencies in high-dimensional data.

Authors : Liu Q; Department of Statistics, Western Michigan University, Kalamazoo, MI, United States of America.; Lee KH

Subjects: Algorithms* ; Electroencephalography*/Electroencephalography*/Electroencephalography*/methods; Humans

Source: PloS one [PLoS One] 2025 Jan 02; Vol. 20 (1), pp. e0316458. Date of Electronic Publication: 2025 Jan 02 (Print Publication: 2025).Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet

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Enhancing the performance of SSVEP-based BCIs by combining task-related component analysis and deep neural network.

Authors : Wei Q; Jiangxi Provincial Key Laboratory of Intelligent Systems and Human-Machine Interaction, Department of Electronic Engineering, School of Information Engineering, Nanchang University, Nanchang, 330031, China. .; Li C

Subjects: Brain-Computer Interfaces* ; Evoked Potentials, Visual*/Evoked Potentials, Visual*/Evoked Potentials, Visual*/physiology ; Neural Networks, Computer*

Source: Scientific reports [Sci Rep] 2025 Jan 02; Vol. 15 (1), pp. 365. Date of Electronic Publication: 2025 Jan 02.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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An Empirical Model-Based Algorithm for Removing Motion-Caused Artifacts in Motor Imagery EEG Data for Classification Using an Optimized CNN Model.

Authors : Megalingam RK; Humanitarian Technology (HuT) Labs, Department of Electronics and Communication Engineering, Amrita Vishwa Vidyapeetham, Amritapuri 690525, India.; Sankardas KS

Subjects: Electroencephalography*/Electroencephalography*/Electroencephalography*/methods ; Artifacts* ; Algorithms*

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2024 Nov 30; Vol. 24 (23). Date of Electronic Publication: 2024 Nov 30.Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220

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Dynamical Embedding of Single-Channel Electroencephalogram for Artifact Subspace Reconstruction.

Authors : Hazarika D; Neural Engineering Lab, Department of Biosciences and Bioengineering, Indian Institute of Technology, Guwahati 781039, India.; Vishnu KN

Subjects: Electroencephalography*/Electroencephalography*/Electroencephalography*/methods ; Artifacts* ; Algorithms*

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2024 Oct 19; Vol. 24 (20). Date of Electronic Publication: 2024 Oct 19.Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220

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Diagnosis of Schizophrenia Using EEG Sensor Data: A Novel Approach with Automated Log Energy-Based Empirical Wavelet Reconstruction and Cepstral Features.

Authors : Aziz S; Human-Centred Technology Research Centre, Faculty of Science and Technology, University of Canberra, Canberra, ACT 2617, Australia.; Khan MU

Subjects: Schizophrenia*/Schizophrenia*/Schizophrenia*/diagnosis ; Schizophrenia*/Schizophrenia*/Schizophrenia*/physiopathology ; Electroencephalography*/Electroencephalography*/Electroencephalography*/methods

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2024 Oct 10; Vol. 24 (20). Date of Electronic Publication: 2024 Oct 10.Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220

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نتائج البحث

فلترة النتائج

A novel EEG artifact removal algorithm based on an advanced attention mechanism.

A synergistic approach for enhanced eye blink detection using wavelet analysis, autoencoding and Crow-Search optimized k-NN algorithm.

Analyzing physical activity impact based on ubiquitous nonlinear dynamics and electroencephalography data.

Open-Source Algorithm for Automated Vigilance State Classification Using Single-Channel Electroencephalogram in Rodents.

Cognitive load detection through EEG lead wise feature optimization and ensemble classification.

Finite mixtures of functional graphical models: Uncovering heterogeneous dependencies in high-dimensional data.

Enhancing the performance of SSVEP-based BCIs by combining task-related component analysis and deep neural network.

An Empirical Model-Based Algorithm for Removing Motion-Caused Artifacts in Motor Imagery EEG Data for Classification Using an Optimized CNN Model.

Dynamical Embedding of Single-Channel Electroencephalogram for Artifact Subspace Reconstruction.

Diagnosis of Schizophrenia Using EEG Sensor Data: A Novel Approach with Automated Log Energy-Based Empirical Wavelet Reconstruction and Cepstral Features.

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