Works matching IS 21984018 AND DT 2024 AND VI 11 AND IP 1
Results: 33
High-throughput mesoscopic optical imaging data processing and parsing using differential-guided filtered neural networks.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00246-7
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- Article
Enhancing cross-subject emotion recognition precision through unimodal EEG: a novel emotion preceptor model.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00245-8
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- Article
Explainable brain age prediction: a comparative evaluation of morphometric and deep learning pipelines.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00244-9
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- Article
A temporal-spectral graph convolutional neural network model for EEG emotion recognition within and across subjects.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00242-x
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- Article
Can heart rate sequences from wearable devices predict day-long mental states in higher education students: a signal processing and machine learning case study at a UK university.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00243-w
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- Article
Accurate depth of anesthesia monitoring based on EEG signal complexity and frequency features.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00241-y
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- Article
Advancing EEG prediction with deep learning and uncertainty estimation.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00239-6
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- Article
Multi-modal EEG NEO-FFI with Trained Attention Layer (MENTAL) for mental disorder prediction.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00240-z
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- Article
Ensemble of vision transformer architectures for efficient Alzheimer's Disease classification.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00238-7
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- Article
Enhancing brain image quality with 3D U-net for stripe removal in light sheet fluorescence microscopy.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00236-9
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- Article
Modeling biological memory network by an autonomous and adaptive multi-agent system.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00237-8
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- Article
Ictal-onset localization through effective connectivity analysis based on RNN-GC with intracranial EEG signals in patients with epilepsy.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00233-y
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- Article
HyEpiSeiD: a hybrid convolutional neural network and gated recurrent unit model for epileptic seizure detection from electroencephalogram signals.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00234-x
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- Article
Cortical dynamics of perception as trains of coherent gamma oscillations, with the pulvinar as central coordinator.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00235-w
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- Article
Multi-view graph-based interview representation to improve depression level estimation.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00227-w
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- Article
A deep learning based cognitive model to probe the relation between psychophysics and electrophysiology of flicker stimulus.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00231-0
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- Article
A systematic review on EEG-based neuromarketing: recent trends and analyzing techniques.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00229-8
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- Article
Brain age gap estimation using attention-based ResNet method for Alzheimer's disease detection.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00230-1
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- Article
Connecto-informatics at the mesoscale: current advances in image processing and analysis for mapping the brain connectivity.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00228-9
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- Article
Improving Likert scale big data analysis in psychometric health economics: reliability of the new compositional data approach.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00232-z
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- Article
Correction: Semantic representation of neural circuit knowledge in Caenorhabditis elegans.
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- 2024
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- Correction Notice
Effective relax acquisition: a novel approach to classify relaxed state in alpha band EEG-based transformation.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00225-y
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- Article
EEG source imaging of hand movement-related areas: an evaluation of the reconstruction and classification accuracy with optimized channels.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00224-z
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- Article
Interpreting artificial intelligence models: a systematic review on the application of LIME and SHAP in Alzheimer's disease detection.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00222-1
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- Article
Examining the reliability of brain age algorithms under varying degrees of participant motion.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00223-0
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- Article
Rejuvenating classical brain electrophysiology source localization methods with spatial graph Fourier filters for source extents estimation.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00221-2
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- Article
An automatic method using MFCC features for sleep stage classification.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00219-w
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- Article
3D convolutional neural networks uncover modality-specific brain-imaging predictors for Alzheimer's disease sub-scores.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00218-x
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- Article
The onset of motor learning impairments in Parkinson's disease: a computational investigation.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-023-00215-6
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- Article
Synergistic integration of Multi-View Brain Networks and advanced machine learning techniques for auditory disorders diagnostics.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-023-00214-7
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- Article
Cross subject emotion identification from multichannel EEG sub-bands using Tsallis entropy feature and KNN classifier.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00220-3
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- Article
Addiction-related brain networks identification via Graph Diffusion Reconstruction Network.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-023-00216-5
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- Article
Deep learning based joint fusion approach to exploit anatomical and functional brain information in autism spectrum disorders.
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- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-023-00217-4
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- Article