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Detecting epileptic seizures using machine learning and interpretable features of human EEG

Oleg E. Karpov, Sergey Afinogenov, Vadim V. Grubov, Vladimir Maksimenko, Sergey Korchagin, Nikita Utyashev and Alexander E. Hramov

Eur. Phys. J. Spec. Top., (2022) 1-10

DOI: https://doi.org/10.1140/epjs/s11734-022-00714-3

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EPJ A Topical Collection devoted to the legacy of Peter Schuck
EPJ A Topical Collection: Radiative Corrections: From Medium to High Energy Experiments
EPJ A Topical Collection: Short-Range Correlations and the EMC Effect
EPJ A Topical Issue: Heavy and Super-Heavy Nuclei and Elements: Production and Properties
EPJ B Topical Issue: Extreme Value Statistics and Search in Biology: Theory and Simulations
EPJ D Topical Issue on Electron-Driven Processes from Single Collisions to High-Pressure Plasmas
EPJ D Topical Issue: Dynamics and Photodynamics: from isolated molecules to the condensed phase
EPJ D Topical Issue: Physics of Ionized Gases and Spectroscopy of Isolated Complex Systems: Fundamentals and Applications (2022)
EPJ D Topical Issue: Precision Physics of Simple Atomic Systems
EPJ D Topical Issue: Quantum Walks and applications
EPJ Data Science Special Issue on Data Science Perspectives on Economic Crime
EPJ E Topical Issue: 50 years of Small Angle Neutron Scattering at the ILL in Grenoble
EPJ E Topical Issue: Festschrift in honor of Philip (Fyl) Pincus
EPJ E Topical Issue: Novel Molecular Materials and Devices from Functional Soft Matter
EPJ E Topical Issue: Quantitative AI in Complex Fluids and Complex Flows: Challenges and Benchmarks
EPJ H Special Issue: History for Physics: Contextualizing modern developments in the foundations of quantum theory
EPJ Plus Focus Point Issue: Advances in cryogenic detectors for dark matter, neutrino physics and astrophysics
EPJ Plus Focus Point Issue: Citizen science for physics: From Education and Outreach to Crowdsourcing fundamental research
EPJ Plus Focus Point Issue: Focus Point on Higher Derivatives in Quantum Gravity: Theory, Tests, Phenomenology
EPJ Quantum Technology: Special Issue on Quantum Random Number Generation
EPJ Quantum Technology: Special Issue on Quantum Standardization
EPJ ST Special Issue: Framework of Fractals in Data Analysis: Theory and Interpretation
EPJ ST Special Issue: Machine Learning for quantum many-body systems
EPJ ST Special Issue: Molecular and Cellular Mechanics
EPJ ST Special Issue: Noncommutativity and Physics
EPJ ST Special Issue: Physics of Animal Navigation
EPJ ST Special Issue: Structural Transformations and Non-Equilibrium Phenomena in Multicomponent Disordered Systems
EPJ Techniques and Instrumentation: New methodologies and approaches for the control of illicit production, use and trafficking of nuclear material
EPJ Techniques and Instrumentation: SI units and experimental techniques

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