Neuroinformatics

Papers
(The H4-Index of Neuroinformatics is 15. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)
ArticleCitations
Separating Neural Oscillations from Aperiodic 1/f Activity: Challenges and Recommendations86
Classification of Contrasting Discrete Emotional States Indicated by EEG Based Graph Theoretical Network Measures63
Cross-validated Adaboost Classification of Emotion Regulation Strategies Identified by Spectral Coherence in Resting-State32
A Standards Organization for Open and FAIR Neuroscience: the International Neuroinformatics Coordinating Facility29
Automated Brain Masking of Fetal Functional MRI with Open Data27
Automatic Detection of Alzheimer's Disease using Deep Learning Models and Neuro-Imaging: Current Trends and Future Perspectives27
TE-HI-GCN: An Ensemble of Transfer Hierarchical Graph Convolutional Networks for Disorder Diagnosis27
Is Neuroscience FAIR? A Call for Collaborative Standardisation of Neuroscience Data26
Scan Once, Analyse Many: Using Large Open-Access Neuroimaging Datasets to Understand the Brain22
How Machine Learning is Powering Neuroimaging to Improve Brain Health20
DREAM20
Improved Segmentation of the Intracranial and Ventricular Volumes in Populations with Cerebrovascular Lesions and Atrophy Using 3D CNNs17
Federated Analysis of Neuroimaging Data: A Review of the Field17
Stable Deep Neural Network Architectures for Mitochondria Segmentation on Electron Microscopy Volumes16
Towards Automated Brain Aneurysm Detection in TOF-MRA: Open Data, Weak Labels, and Anatomical Knowledge16
Pandora: 4-D White Matter Bundle Population-Based Atlases Derived from Diffusion MRI Fiber Tractography15
Multimodal Autoencoder Predicts fNIRS Resting State From EEG Signals15
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