Original Research
Published on 12 Feb 2025
Quantitative evaluation method of stroke association based on multidimensional gait parameters by using machine learning
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1544372
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1,088 articles
Articles
Brief Research Report
Published on 10 Feb 2025
The classification of absence seizures using power-to-power cross-frequency coupling analysis with a deep learning network
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1513661
- 180 views
Original Research
Accepted on 05 Feb 2025
Developing a Multiscale Neural Connectivity Knowledgebase of the Autonomic Nervous System
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1541184
Original Research
Published on 05 Feb 2025
Identifying natural inhibitors against FUS protein in dementia through machine learning, molecular docking, and dynamics simulation
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1439090
- 286 views
Original Research
Accepted on 30 Jan 2025
An action decoding framework combined with Deep Neural Network for predicting the semantics of human actions in videos from evoked brain activities
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1526259
Original Research
Published on 29 Jan 2025
Enhanced heart sound anomaly detection via WCOS: a semi-supervised framework integrating wavelet, autoencoder and SVM
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1530047
- 206 views
Original Research
Accepted on 17 Jan 2025
Contrastive Self-supervised Learning for Neurodegenerative Disorder Classification
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1527582
- 147 views
Editorial
Published on 16 Jan 2025
Editorial: Recent applications of noninvasive physiological signals and artificial intelligence
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1543103
- 443 views
Original Research
Published on 15 Jan 2025
Power spectral analysis of voltage-gated channels in neurons
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1472499
- 361 views
Original Research
Published on 07 Jan 2025
Deep CNN ResNet-18 based model with attention and transfer learning for Alzheimer's disease detection
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1507217
- 982 views
Methods
Published on 07 Jan 2025
The Multicentre Acute ischemic stroke imaGIng and Clinical data (MAGIC) repository: rationale and blueprint
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1508161
- 741 views
Editorial
Published on 07 Jan 2025
Editorial: Protecting privacy in neuroimaging analysis: balancing data sharing and privacy preservation
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1543121
- 322 views
Original Research
Published on 03 Jan 2025
Leveraging deep learning for robust EEG analysis in mental health monitoring
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1494970
- 608 views
Original Research
Published on 20 Dec 2024
hvEEGNet: a novel deep learning model for high-fidelity EEG reconstruction
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1459970
- 541 views
Original Research
Published on 20 Dec 2024
Classification of ROI-based fMRI data in short-term memory tasks using discriminant analysis and neural networks
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1480366
- 564 views
Editorial
Published on 20 Dec 2024
Editorial: Emerging trends in large-scale data analysis for neuroscience research
Frontiers in Neuroinformatics
doi 10.3389/fninf.2024.1538787
- 458 views