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  4. Improved Spinal Cord FMRI Activation Mapping Using Regularized Hemodynamic Deconvolution
 
conference paper

Improved Spinal Cord FMRI Activation Mapping Using Regularized Hemodynamic Deconvolution

Sareen, Ekansh  
•
Ishii, Takuya  
•
Jones, Rebecca K.
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May 12, 2025
2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)
2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)

The spinal cord plays a central role in regulating sensorimotor functions through complex neural pathways. However, detailed investigation of these mechanisms remains a developing field. In this study, we propose a multimodal approach combining transcranial magnetic stimulation (TMS) for reliable motor cortex stimulation with functional magnetic resonance imaging (fMRI) of spinal cord. In a cohort of twelve participants, we assessed blood oxygenation level dependent (BOLD) signal changes in the cervical spinal cord across three TMS-intensity conditions (low, medium, and high, relative to the individual's resting motor threshold). Given challenges with SNR for spinal cord fMRI, we propose to apply the sparsity-pursuing deconvolution framework known as total activation (TA). The TA framework significantly improves retrieval of task-related activity as assessed by the statistical significance of the regression model expressed in the deconvolved domain, as well as the interpretation of the activation patterns. Our findings demonstrate that transcranial stimulation can modulate spinal cord activity in a stimulus-dependent manner, disentangling the underlying sensory and motor neuron populations. These results highlight the potential of a novel multimodal approach to reliably image and modulate spinal cord activity via cortical TMS when proper attention is given to the signal processing steps.

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Type
conference paper
DOI
10.1109/isbi60581.2025.10980978
Author(s)
Sareen, Ekansh  

École Polytechnique Fédérale de Lausanne

Ishii, Takuya  

École Polytechnique Fédérale de Lausanne

Jones, Rebecca K.

École Polytechnique Fédérale de Lausanne

Raffin, Estelle  

École Polytechnique Fédérale de Lausanne

Hummel, Friedhelm C.  

École Polytechnique Fédérale de Lausanne

Van De Ville, Dimitri  

École Polytechnique Fédérale de Lausanne

Date Issued

2025-05-12

Publisher

IEEE

Published in
2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)
DOI of the book
https://doi.org/10.1109/ISBI60581.2025
ISBN of the book

979-8-3315-2052-6

Subjects

Spinal cord

•

fMRI

•

TMS

•

Deconvolution

•

Sparsity

•

General Linear Model (GLM)

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
MIPLAB  
UPHUMMEL  
Event nameEvent acronymEvent placeEvent date
2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)

ISBI 2025

Houston, TX, USA

2025-04-14 - 2025-04-17

Available on Infoscience
May 27, 2025
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/250725
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