Predicting survival of glioblastoma from automatic whole-brain and tumor segmentation of MR images

Autor: Sveinn Pálsson, Stefano Cerri, Hans Skovgaard Poulsen, Thomas Urup, Ian Law, Koen Van Leemput

Publikováno v: Scientific Reports, Vol 12, Iss 1, Pp 1-12 (2022)

Abstract Survival prediction models can potentially be used to guide treatment of glioblastoma patients. However, currently available MR imaging biomarkers holding prognostic information are often challenging to interpret, have difficulties generaliz

Externí odkaz: https://doaj.org/article/4ba34c5acbba48efa1f35eb357a11234

A contrast-adaptive method for simultaneous whole-brain and lesion segmentation in multiple sclerosis

Autor: Stefano Cerri, Oula Puonti, Dominik S. Meier, Jens Wuerfel, Mark Mühlau, Hartwig R. Siebner, Koen Van Leemput

Publikováno v: NeuroImage, Vol 225, Iss , Pp 117471- (2021)

Here we present a method for the simultaneous segmentation of white matter lesions and normal-appearing neuroanatomical structures from multi-contrast brain MRI scans of multiple sclerosis patients. The method integrates a novel model for white matte

Externí odkaz: https://doaj.org/article/491ec36ed417444fbad31b59c7c94166

Linking lesions in sensorimotor cortex to contralateral hand function in multiple sclerosis:A 7 T MRI study

Autor: Mads A J Madsen, Vanessa Wiggermann, Marta F M Marques, Henrik Lundell, Stefano Cerri, Oula Puonti, Morten Blinkenberg, Jeppe Romme Christensen, Finn Sellebjerg, Hartwig R Siebner

Publikováno v: Madsen, M A J, Wiggermann, V, Marques, M F M, Lundell, H, Cerri, S, Puonti, O, Blinkenberg, M, Romme Christensen, J, Sellebjerg, F & Siebner, H R 2022, ' Linking lesions in sensorimotor cortex to contralateral hand function in multiple sclerosis : A 7 T MRI study ', Brain, vol. 145, no. 10, pp. 3522-3535 . https://doi.org/10.1093/brain/awac203
Madsen, M A J, Wiggermann, V, Marques, M F M, Lundell, H, Cerri, S, Puonti, O, Blinkenberg, M, Christensen, J R, Sellebjerg, F & Siebner, H R 2022, ' Linking lesions in sensorimotor cortex to contralateral hand function in multiple sclerosis : a 7 T MRI study ', Brain, vol. 145, no. 10, pp. 3522–3535 . https://doi.org/10.1093/brain/awac203

Cortical lesions constitute a key manifestation of multiple sclerosis and contribute to clinical disability and cognitive impairment. Yet it is unknown whether local cortical lesions and cortical lesion subtypes contribute to domain-specific impairme

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e32110cf1a19060fffdafe9b3f223095
https://curis.ku.dk/portal/da/publications/linking-lesions-in-sensorimotor-cortex-to-contralateral-hand-function-in-multiple-sclerosis(9be8373b-04a3-4bf0-9918-2c98687297f9).html

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A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis

Autor: Mark Mühlau, Stefano Cerri, Douglas N. Greve, Koen Van Leemput, Andrew Hoopes

Publikováno v: Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology ISBN: 9783030668426
MLCN/RNO-AI@MICCAI

In this paper we propose a novel method for the segmentation of longitudinal brain MRI scans of patients suffering from Multiple Sclerosis. The method builds upon an existing cross-sectional method for simultaneous whole-brain and lesion segmentation

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::5d1e028ddb84b9dd0478e4154f2240e0
https://doi.org/10.1007/978-3-030-66843-3_12