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Meritxell Bach Cuadra

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People doing similar research (4)

Jean-Philippe Thiran, Dimitri Nestor Alice Van De Ville, Rolf Gruetter, Michaël Unser

Related units (2)

Signal Processing Laboratory 5

EPFL
STI
IEM
LTS5

CIBM - Signal Processing

EPFL
VPA-AVP-CP
CIBM
CIBM-SP

Related publications (113)

Please note that this is not a complete list of this person’s publications. It includes only semantically relevant works. For a full list, please refer to Infoscience.

Domain shift, domain adaptation, and generalization: A focus on MRI

Meritxell Bach Cuadra, Tobias Kober, Veronica Lily Ravano, Jonas Richiardi

Differences in acquisition protocols or hardware result in measurable changes in image characteristics. These differences affect distributional properties and can also affect the spatial and temporal characteristics of the images. Likewise, the distributio ...

Academic Press2025

Fluid and White Matter Suppression contrasts MRI improves Deep Learning detection of Multiple Sclerosis Cortical Lesions

Meritxell Bach Cuadra

Purpose: To investigate the efficacy of Fluid and White Matter Suppression (FLAWS) MRI sequence in improving Deep Learning (DL)-based detection and segmentation of cortical lesions in Multiple Sclerosis (MS) patients even, and to develop models that can ge ...

2025

Biometry and volumetry in multi-centric fetal brain magnetic resonance imaging: assessing the bias of super-resolution reconstruction

Meritxell Bach Cuadra, Thomas Sanchez

Background: Fetal brain MRI is increasingly used to complement ultrasound imaging. Images are processed using complex super-resolution reconstruction pipelines, which may bias biometric and volumetric measurements. Objective: To assess the consistency of 2 ...

2025