Multi-modal EEG NEO-FFI with Trained Attention Layer (MENTAL) for mental disorder prediction.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00240-z
- By:
- Publication type:
- Article
Works matching IS 21984018 AND DT 2024 AND VI 11 AND IP 1
Results: 33
1
2
A temporal-spectral graph convolutional neural network model for EEG emotion recognition within and across subjects.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00242-x
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- Publication type:
- Article
3
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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- Publication type:
- Article
4
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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- Publication type:
- Article
5
Advancing EEG prediction with deep learning and uncertainty estimation.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00239-6
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- Publication type:
- Article
6
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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- Publication type:
- Article
7
Enhancing cross-subject emotion recognition precision through unimodal EEG: a novel emotion preceptor model.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00245-8
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- Publication type:
- Article
8
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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- Publication type:
- Article
9
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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- Publication type:
- Article
10
Ensemble of vision transformer architectures for efficient Alzheimer's Disease classification.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00238-7
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- Publication type:
- Article
11
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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- Publication type:
- Article
12
Enhancing brain image quality with 3D U-net for stripe removal in light sheet fluorescence microscopy.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00236-9
- By:
- Publication type:
- Article
13
HyEpiSeiD: a hybrid convolutional neural network and gated recurrent unit model for epileptic seizure detection from electroencephalogram signals.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00234-x
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- Publication type:
- Article
14
Improving Likert scale big data analysis in psychometric health economics: reliability of the new compositional data approach.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00232-z
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- Publication type:
- Article
15
Cortical dynamics of perception as trains of coherent gamma oscillations, with the pulvinar as central coordinator.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00235-w
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- Publication type:
- Article
16
A deep learning based cognitive model to probe the relation between psychophysics and electrophysiology of flicker stimulus.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00231-0
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- Publication type:
- Article
17
A systematic review on EEG-based neuromarketing: recent trends and analyzing techniques.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00229-8
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- Publication type:
- Article
18
Brain age gap estimation using attention-based ResNet method for Alzheimer's disease detection.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00230-1
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- Publication type:
- Article
19
Connecto-informatics at the mesoscale: current advances in image processing and analysis for mapping the brain connectivity.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00228-9
- By:
- Publication type:
- Article
20
Multi-view graph-based interview representation to improve depression level estimation.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00227-w
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- Publication type:
- Article
21
Correction: Semantic representation of neural circuit knowledge in Caenorhabditis elegans.
- Published in:
- 2024
- By:
- Publication type:
- Correction Notice
22
Effective relax acquisition: a novel approach to classify relaxed state in alpha band EEG-based transformation.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00225-y
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- Publication type:
- Article
23
EEG source imaging of hand movement-related areas: an evaluation of the reconstruction and classification accuracy with optimized channels.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00224-z
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- Publication type:
- Article
24
Interpreting artificial intelligence models: a systematic review on the application of LIME and SHAP in Alzheimer's disease detection.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00222-1
- By:
- Publication type:
- Article
25
Examining the reliability of brain age algorithms under varying degrees of participant motion.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00223-0
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- Publication type:
- Article
26
Rejuvenating classical brain electrophysiology source localization methods with spatial graph Fourier filters for source extents estimation.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00221-2
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- Publication type:
- Article
27
Cross subject emotion identification from multichannel EEG sub-bands using Tsallis entropy feature and KNN classifier.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00220-3
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- Publication type:
- Article
28
An automatic method using MFCC features for sleep stage classification.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00219-w
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- Publication type:
- Article
29
3D convolutional neural networks uncover modality-specific brain-imaging predictors for Alzheimer's disease sub-scores.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-024-00218-x
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- Publication type:
- Article
30
The onset of motor learning impairments in Parkinson's disease: a computational investigation.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-023-00215-6
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- Publication type:
- Article
31
Synergistic integration of Multi-View Brain Networks and advanced machine learning techniques for auditory disorders diagnostics.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-023-00214-7
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- Publication type:
- Article
32
Deep learning based joint fusion approach to exploit anatomical and functional brain information in autism spectrum disorders.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-023-00217-4
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- Publication type:
- Article
33
Addiction-related brain networks identification via Graph Diffusion Reconstruction Network.
- Published in:
- Brain Informatics, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40708-023-00216-5
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- Publication type:
- Article