Independent component analysis: algorithms and applications

• Faster Inference of Cell Complexes from Flows via Matrix Factorization

  2025 European Signal Processing Conference (EUSIPCO) conference-paper Computer Science Topological and Geometric Data Analysis

  0

  citations
• Secondary use of health records for prediction, detection, and treatment planning in the clinical decision support system: a systematic review

  2025 BMC Medical Informatics and Decision Making review Computer Science Machine Learning in Healthcare Open access

  10

  citations
• Basic stimulus processing alterations from top-down cognitive control in depression drive independent temporal components of multi-echo naturalistic fMRI data

  2025 Translational Psychiatry article Neuroscience Functional Brain Connectivity Studies Open access

  5

  citations
• Data-driven vs. psychological personality temperaments: theoretical and clinical utility of personality measures in psychiatry

  2024 Frontiers in Psychiatry article Psychology Personality Disorders and Psychopathology Open access

  1

  citations
• The effects of trauma on feedback processing: an MEG study

  2023 Frontiers in Neuroscience article Neuroscience Functional Brain Connectivity Studies Open access

  2

  citations
• Neural fingerprinting on MEG time series using MiniRocket

  2023 Frontiers in Neuroscience article Computer Science Time Series Analysis and Forecasting Open access

  6

  citations
• Linear Discriminant Analysis Metric Learning Using Siamese Neural Networks

  2022 2022 IEEE International Conference on Image Processing (ICIP) conference-paper Computer Science Face and Expression Recognition

  2

  citations
• Optical sensors and machine learning algorithms in sensor-based material flow characterization for mechanical recycling processes: A systematic literature review

  2022 Waste Management review Engineering Mineral Processing and Grinding Open access

  108

  citations
• Revealing Whole-Brain Causality Networks During Guided Visual Searching

  2022 Frontiers in Neuroscience article Neuroscience Functional Brain Connectivity Studies Open access

  3

  citations
• Independent component analysis combined with Laplace inversion of spectrally resolved spin-alignment echo/ T 1 3D 7 Li NMR of superionic Li 10 GeP 2 S 12

  2021 Zeitschrift für Physikalische Chemie article Materials Science Solid-state spectroscopy and crystallography

  3

  citations
• Independent component analysis combined with Laplace inversion of spectrally resolved spin-alignment echo/T1 3D 7Li NMR of superionic Li10GeP2S12

  2021 ChemRxiv preprint Computer Science Blind Source Separation Techniques Open access

  1

  citations
• Independent component analysis combined with Laplace inversion of spectrally resolved spin-alignment echo/T1 3D 7Li NMR of superionic Li10GeP2S12

  2021 preprint Computer Science Blind Source Separation Techniques Open access

  0

  citations
• Unsupervised Learning and Clustered Connectivity Enhance Reinforcement Learning in Spiking Neural Networks

  2021 Frontiers in Computational Neuroscience article Engineering Advanced Memory and Neural Computing Open access

  23

  citations
• Identification of cardiovascular high-risk groups from dynamic retinal vessel signals using untargeted machine learning

  2021 Cardiovascular Research article Medicine Retinal Imaging and Analysis

  13

  citations
• Bolus infusion scheme for the adjustment of steady state [11C]Flumazenil levels in the grey matter and in the blood plasma for neuroreceptor imaging

  2020 NeuroImage article Medicine Advanced MRI Techniques and Applications Open access

  7

  citations
• Unsupervised learning and clustered connectivity enhance reinforcement learning in spiking neural networks

  2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Engineering Advanced Memory and Neural Computing Open access

  1

  citations

16 results