output
20092026
most citedTotalSegmentator: robust segmentation of 104 anatomical structures in CT images

1.5k citations

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9 papers · 1 filter

physics.med-ph2026

VQ-Wave: A physics-driven spatio-temporal deep learning approach for non-contrast-enhanced lung ventilation and perfusion MRI

Grzegorz Bauman, Pavlos Panos, Philipp Latzin +1

Purpose: To develop a robust deep learning framework for non-contrast-enhanced functional lung MRI, overcoming the limitations of spectral decomposition in the presence of physiolo…

physics.med-ph2024★ 2 cited

Unveiling Normative Trajectories of Lifespan Brain Maturation Using Quantitative MRI

Xinjie Chen, Mario Ocampo-Pineda, Po-Jui Lu +17

Background: Brain maturation and aging involve significant microstructural changes, resulting in functional and cognitive alterations. Quantitative MRI (qMRI) can measure this evol…

physics.med-ph2024★ 3 cited

Synchrotron radiation-based tomography of an entire mouse brain with sub-micron voxels: augmenting interactive brain atlases with terabyte data

Mattia Humbel, Christine Tanner, Marta Girona Alarcón +6

Synchrotron radiation-based X-ray microtomography is uniquely suited for post mortem three-dimensional visualization of organs such as the mouse brain. Tomographic imaging of the e…

physics.med-ph2024

An automated pipeline for computation and analysis of functional ventilation and perfusion lung MRI with matrix pencil decomposition: TrueLung

Orso Pusterla, Corin Willers, Robin Sandkühler +6

Purpose: To introduce and evaluate TrueLung, an automated pipeline for computation and analysis of free-breathing and contrast-agent free pulmonary functional MRI. Material and Met…

physics.med-ph2023★ 13 cited

Estimating axon radius using diffusion-relaxation MRI: calibrating a surface-based relaxation model with histology

Muhamed Barakovic, Marco Pizzolato, Chantal M. W. Tax +7

Axon radius is a potential biomarker for brain diseases and a crucial tissue microstructure parameter that determines the speed of action potentials. Diffusion MRI (dMRI) allows no…

physics.med-ph2022

Three-dimensional imaging of porcine joint tissues down to the subcellular level

Georg Schulz, Andrea Barbero, Francine Wolf +7

Joint tissues consist of trabecular and cortical bone as well as calcified and hyaline cartilage, which presents a challenge for hard X-ray-based visualization on the sub-cellular…

physics.med-ph2021

MRI lung lobe segmentation in pediatric cystic fibrosis patients using a recurrent neural network trained with publicly accessible CT datasets

Orso Pusterla, Rahel Heule, Francesco Santini +8

Purpose: To introduce a widely applicable workflow for pulmonary lobe segmentation of MR images using a recurrent neural network (RNN) trained with chest computed tomography (CT) d…

physics.med-ph2020★ 8 cited

Dynamic MR imaging of the skeletal muscle in young and senior volunteers during minimal synchronized neuromuscular electrical stimulation

Xeni Deligianni, Christopher Klenk, Nicolas Place +6

Neuromuscular electrical stimulation (NMES)-induced isometric contraction is feasible during MRI and can be combined with acquisition of volumetric dynamic MR dat…

physics.med-ph2016★ 40 cited

Gender differences in appropriate shocks and mortality among patients with primary prophylactic implantable cardioverter-defibrillators: Systematic review and meta-analysis

David Conen, Barbora Arendacká, Christian Röver +6

BACKGROUND: Some but not all prior studies have shown that women receiving a primary prophylactic implantable cardioverter defibrillator (ICD) have a lower risk of death and approp…