5 Result(s)
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Article
Diana M. Sima
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Article
Open AccessBrain age as a biomarker for pathological versus healthy ageing – a REMEMBER study
This study aimed to evaluate the potential clinical value of a new brain age prediction model as a single interpretable variable representing the condition of our brain. Among many clinical use cases, brain ag...
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Article
Open AccessA deep learning model for brain segmentation across pediatric and adult populations
Automated quantification of brain tissues on MR images has greatly contributed to the diagnosis and follow-up of neurological pathologies across various life stages. However, existing solutions are specificall...
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Open AccessTowards validation in clinical routine: a comparative analysis of visual MTA ratings versus the automated ratio between inferior lateral ventricle and hippocampal volumes in Alzheimer’s disease diagnosis
To assess the performance of the inferior lateral ventricle (ILV) to hippocampal (Hip) volume ratio on brain MRI, for Alzheimer’s disease (AD) diagnostics, comparing it to individual automated ILV and hippocam...
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Open AccessSemi-automated brain tumor segmentation on multi-parametric MRI using regularized non-negative matrix factorization
Segmentation of gliomas in multi-parametric (MP-)MR images is challenging due to their heterogeneous nature in terms of size, appearance and location. Manual tumor segmentation is a time-consuming task and cli...
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Regularized Total Least Squares Based on Quadratic Eigenvalue Problem Solvers
This paper presents a new computational approach for solving the Regularized Total Least Squares problem. The problem is formulated by adding a quadratic constraint to the Total Least Square minimization prob...
