Machine Learning · Computer Science
HRF estimation improves sensitivity of fMRI encoding and decoding models
Fabian Pedregosa, Michael Eickenberg, Bertrand Thirion, Alexandre Gramfort
2013-05-14
Applications · Statistics
Multiscale adaptive smoothing models for the hemodynamic response function in fMRI
Jiaping Wang, Hongtu Zhu, Jianqing Fan, Kelly Giovanello +1
2013-12-23
Computational Engineering, Finance, and Science · Computer Science
Data-driven HRF estimation for encoding and decoding models
Fabian Pedregosa, Michael Eickenberg, Philippe Ciuciu, Bertrand Thirion +1
2014-11-10
Applications · Statistics
Maximin and maximin-efficient event-related fMRI designs under a nonlinear model
Ming-Hung Kao, Dibyen Majumdar, Abhyuday Mandal, John Stufken
2014-01-09
Signal Processing · Electrical Eng. & Systems
A hemodynamic decomposition model for detecting cognitive load using functional near-infrared spectroscopy
Marco A. Pinto-Orellana, Diego C. Nascimento, Peyman Mirtaheri, Rune Jonassen +2
2020-01-24
Applications · Statistics
Hemodynamically informed parcellation of cerebral FMRI data
Aina Frau-Pascual, Thomas Vincent, Florence Forbes, Philippe Ciuciu
2015-01-07
Image and Video Processing · Electrical Eng. & Systems
Direct Estimation of Pediatric Heart Rate Variability from BOLD-fMRI: A Machine Learning Approach Using Dynamic Connectivity
Abdoljalil Addeh, Karen Ardila, Rebecca J Williams, G. Bruce Pike +1
2025-02-12
Applications · Statistics
Mixed Effect Modelling of Single Trial Variability in Ultra-High Field fMRI
Christopher J. Brignell, William J. Browne, Ian L. Dryden, Susan T. Francis
2015-01-26
Numerical Analysis · Mathematics
A mathematical model that integrates cardiac electrophysiology, mechanics and fluid dynamics: application to the human left heart
Michele Bucelli, Alberto Zingaro, Pasquale Claudio Africa, Ivan Fumagalli +2
2022-08-12
Optimization and Control · Mathematics
Estimating effective connectivity in linear brain network models
Giulia Prando, Mattia Zorzi, Alessandra Bertoldo, Alessandro Chiuso
2017-03-31
Numerical Analysis · Mathematics
A non-intrusive data-driven ROM framework for hemodynamics problems
M. Girfoglio, L. Scandurra, F. Ballarin, G. Infantino +6
2023-08-08
Medical Physics · Physics
Parameter estimation tools for cardiovascular flow modeling of fetal circulation
Gabriella Bretti, Roberto Natalini, Annalisa Pascarella, Giancarlo Pennati +2
2022-10-07
Signal Processing · Electrical Eng. & Systems
Multisubject Task-Related fMRI Data Processing via a Two-Stage Generalized Canonical Correlation Analysis
Paris A. Karakasis, Athanasios P. Liavas, Nicholas D. Sidiropoulos, Panagiotis G. Simos +1
2022-10-18
Robotics · Computer Science
MILD: Multimodal Interactive Latent Dynamics for Learning Human-Robot Interaction
Vignesh Prasad, Dorothea Koert, Ruth Stock-Homburg, Jan Peters +1
2023-01-24
Computer Vision and Pattern Recognition · Computer Science
A Computational Pipeline for Advanced Analysis of 4D Flow MRI in the Left Atrium
Xabier Morales, Ayah Elsayed, Debbie Zhao, Filip Loncaric +12
2025-05-16