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Dynamic Mode Decomposition (DMD) for Enhanced Epileptic Seizure Prediction from EEG Signals

2025 11th International Conference on Control, Decision and Information Technologies (CoDIT)
Epilepsy is a non-communicable neurological disorder that causes recurrent and unprovoked seizure. Ideally, predicting seizures would represent a step forward in making life easier for those who suffer from epilepsy. This work aims to predict the occurence of epileptic seizures via a novel approach that combines Dynamic Mode Decomposition (DMD), that ...
Menegatti D.   +3 more
openaire   +2 more sources

Dynamic Mode Decomposition (DMD) Cardiac Phase Estimation for adult and fetal real-time MRI

ISMRM Annual Meeting
Motivation: Cardiac synchronization in adult and fetal imaging requires external devices (electrocardiogram, Doppler-ultrasound), which may compromise image quality and increase scan time. Self-gating with real-time imaging can mitigate this but may be less reliable for irregular motions and limited in fetal applications.
Ecrin Yagiz   +5 more
openaire   +1 more source

Dynamic Mode Decomposition (DMD) Analysis of the Detonation Cell-Bifurcation Process

AIAA Propulsion and Energy 2021 Forum, 2021
Pradeep K. Pavalavanni   +2 more
openaire   +1 more source

Study of the vibration pattern synthesis in structures using dynamic mode decomposition (DMD)

2023
This thesis studies the vibration pattern synthesis in structures using the Dynamic Mode Decomposition (DMD) method. This numerical model is used for one degree of freedom, to know the axial response, according to x. Firstly the effectiveness of the DMD method is evaluated and give good results to reconstruct the signal, applying to initial conditions ...
openaire   +1 more source

3D amplified MRI (aMRI) and Dynamic Mode Decomposition (DMD) analysis of ICP-driven cranio-spinal motion

ISMRM Annual Meeting
Motivation: Alterations in intracranial pressure (ICP) affect brain dynamics, with potential implications in idiopathic intracranial hypertension (IIH). Goal(s): To develop a dynamical analysis method that can help visualize differences in intracranial and intraspinal pulsatility following lumbar puncture.
Haribalan Kumar   +22 more
openaire   +1 more source

DMD-CGR: Dynamic Mode Decomposition-based Novel Features for DNA sequence classification

2023 3rd International Conference on Intelligent Technologies (CONIT), 2023
Aadharsh Aadhithya A   +4 more
openaire   +1 more source

Analysis of RDC operation by Dynamic Mode Decomposition (DMD)

AIAA Propulsion and Energy 2019 Forum, 2019
Myles Bohon   +4 more
openaire   +1 more source

Reduced-order modeling of 4D flow MRI and CFD in stenotic flow using Proper Orthogonal Decomposition (POD) and Dynamic Mode Decomposition (DMD)

Medical Imaging 2022: Biomedical Applications in Molecular, Structural, and Functional Imaging, 2022
Amirkhosro Kazemi   +2 more
openaire   +2 more sources

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