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TReC: Transferred ResNet and CBAM for Detecting Brain Diseases.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.781551
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SynCoPa: Visualizing Connectivity Paths and Synapses Over Detailed Morphologies.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.753997
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Embedding Functional Brain Networks in Low Dimensional Spaces Using Manifold Learning Techniques.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.740143
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DR-IIXRN : Detection Algorithm of Diabetic Retinopathy Based on Deep Ensemble Learning and Attention Mechanism.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.778552
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Co-optimization Learning Network for MRI Segmentation of Ischemic Penumbra Tissues.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.782262
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Recognition of Electroencephalography-Related Features of Neuronal Network Organization in Patients With Schizophrenia Using the Generalized Choquet Integrals.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.744355
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Analyzing Complex Problem Solving by Dynamic Brain Networks.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.670052
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Providing Evidence for the Null Hypothesis in Functional Magnetic Resonance Imaging Using Group-Level Bayesian Inference.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.738342
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A Toolbox and Crowdsourcing Platform for Automatic Labeling of Independent Components in Electroencephalography.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.720229
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Comparing the Performance of Two Radiomic Models to Predict Progression and Progression Speed of White Matter Hyperintensities.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.789295
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Extended Invariant Information Clustering Is Effective for Leave-One-Site-Out Cross-Validation in Resting State Functional Connectivity Modeling.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.709179
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Automatic Diagnosis of Schizophrenia in EEG Signals Using CNN-LSTM Models.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.777977
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Multimodal Ensemble Deep Learning to Predict Disruptive Behavior Disorders in Children.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.742807
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Modeling Neurodegeneration in silico With Deep Learning.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.748370
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Comparison of Resampling Techniques for Imbalanced Datasets in Machine Learning: Application to Epileptogenic Zone Localization From Interictal Intracranial EEG Recordings in Patients With Focal Epilepsy.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.715421
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Magnetic Resonance Imaging Sequence Identification Using a Metadata Learning Approach.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.622951
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PymoNNto: A Flexible Modular Toolbox for Designing Brain-Inspired Neural Networks.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.715131
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Editorial: Bio-Inspired Physiological Signal(s) and Medical Image(s) Neural Processing Systems Based on Deep Learning and Mathematical Modeling for Implementing Bio-Engineering Applications in Medical and Industrial Fields.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.763699
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Influence of the Number of Channels and Classification Algorithm on the Performance Robustness to Electrode Shift in Steady-State Visual Evoked Potential-Based Brain-Computer Interfaces.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.750839
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Classification of Obsessive-Compulsive Disorder Using Distance Correlation on Resting-State Functional MRI Images.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.676491
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Non-parametric MRI Brain Atlas for the Polish Population.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.684759
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THINGSvision : A Python Toolbox for Streamlining the Extraction of Activations From Deep Neural Networks.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.679838
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Acceleration of the SPADE Method Using a Custom-Tailored FP-Growth Implementation.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.723406
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Medical Image Interpolation Using Recurrent Type-2 Fuzzy Neural Network.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.667375
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Estimation of Emotional Arousal Changes of a Group of Individuals During Movie Screening Using Steady-State Visual-Evoked Potential.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.731236
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Fiber Clustering Acceleration With a Modified Kmeans++ Algorithm Using Data Parallelism.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.727859
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The EBRAINS NeuroFeatureExtract: An Online Resource for the Extraction of Neural Activity Features From Electrophysiological Data.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.713899
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Towards Bridging the Gap Between Computational Intelligence and Neuroscience in Brain-Computer Interfaces With a Common Description of Systems and Data.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.699840
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A Validation of Supervised Deep Learning for Gait Analysis in the Cat.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.712623
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Clinica: An Open-Source Software Platform for Reproducible Clinical Neuroscience Studies.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.689675
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Multi-Dimensional Enhanced Seizure Prediction Framework Based on Graph Convolutional Network.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.605729
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Fitting Splines to Axonal Arbors Quantifies Relationship Between Branch Order and Geometry.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.704627
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Comparative Study of Multi-Delay Pseudo-Continuous Arterial Spin Labeling Perfusion MRI and CT Perfusion in Ischemic Stroke Disease.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.719719
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Dissociable Neural Representations of Adversarially Perturbed Images in Convolutional Neural Networks and the Human Brain.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.677925
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Deep Neuro-Vision Embedded Architecture for Safety Assessment in Perceptive Advanced Driver Assistance Systems: The Pedestrian Tracking System Use-Case.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.667008
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Supervised Learning With Perceptual Similarity for Multimodal Gene Expression Registration of a Mouse Brain Atlas.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.691918
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A Simulation Toolkit for Testing the Sensitivity and Accuracy of Corticometry Pipelines.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.665560
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NIRS-ICA: A MATLAB Toolbox for Independent Component Analysis Applied in fNIRS Studies.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.683735
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Bioinformatic Analysis of the Proteome in Exosomes Derived From Plasma: Exosomes Involved in Cholesterol Metabolism Process of Patients With Spinal Cord Injury in the Acute Phase.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.662967
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MIIND : A Model-Agnostic Simulator of Neural Populations.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.614881
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Arpra: An Arbitrary Precision Range Analysis Library.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.632729
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The Stroke Neuro-Imaging Phenotype Repository: An Open Data Science Platform for Stroke Research.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.597708
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DarkASDNet: Classification of ASD on Functional MRI Using Deep Neural Network.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.635657
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FlywheelTools: Data Curation and Manipulation on the Flywheel Platform.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.678403
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3D Segmentation of Perivascular Spaces on T1-Weighted 3 Tesla MR Images With a Convolutional Autoencoder and a U-Shaped Neural Network.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.641600
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A Quick and Easy Way to Estimate Entropy and Mutual Information for Neuroscience.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.596443
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Characterizing Network Search Algorithms Developed for Dynamic Causal Modeling.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.656486
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Event-Based Update of Synapses in Voltage-Based Learning Rules.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.609147
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Development and Validation of a Semi-Automated, Preclinical, MRI-Template Based PET Image Data Analysis Tool for Rodents.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.639643
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Prediction of Neural Diameter From Morphology to Enable Accurate Simulation.
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- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.666695
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