Browsing Centre for Cardiovascular Medicine and Devices by Author "Radeva, P"
Now showing items 1-8 of 8
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Brain age estimation at tract group level and its association with daily life measures, cardiac risk factors and genetic variants
Petersen, S; Raisi-Estabragh, Z; Salih, A; Galazzo, I B; Rauseo, E; Gkontra, P; Lekadir, K; Altmann, A; Radeva, P; Menegaz, G -
Estimation of biological heart age using cardiovascular magnetic resonance radiomics
Raisi-Estabragh, Z; Salih, A; Gkontra, P; Atehortua, A; Radeva, P; Galazzo, IB; Menegaz, G; Harvey, NC; Lekadir, K; Petersen, SE (2022) -
Explainable Artificial Intelligence for Magnetic Resonance Imaging Aging Brainprints: Grounds and challenges
Galazzo, IB; Cruciani, F; Brusini, L; Salih, A; Radeva, P; Storti, SF; Menegaz, G (2022) -
INVESTIGATING EXPLAINABLE ARTIFICIAL INTELLIGENCE FOR MRI-BASED CLASSIFICATION OF DEMENTIA: A NEW STABILITY CRITERION FOR EXPLAINABLE METHODS
Salih, A; Galazzo, IB; Cruciani, F; Brusini, L; Radeva, P; 2022 IEEE International Conference on Image Processing (ICIP) (2022-10-18)Individuals diagnosed with Mild Cognitive Impairment (MCI) have shown an increased risk of developing Alzheimer's Disease (AD). As such, early identification of dementia represents a key prognostic element, though hampered ... -
Ischemic Heart Disease and Vascular Risk Factors Are Associated With Accelerated Brain Aging.
Rauseo, E; Salih, A; Raisi-Estabragh, Z; Aung, N; Khanderia, N; Slabaugh, GG; Marshall, CR; Neubauer, S; Radeva, P; Galazzo, IB (2023-07)BACKGROUND: Ischemic heart disease (IHD) has been linked with poor brain outcomes. The brain magnetic resonance imaging-derived difference between predicted brain age and actual chronological age (brain-age delta in years, ... -
Multi-modal Brain Age Estimation: A Comparative Study Confirms the Importance of Microstructure
Salih, A; Galazzo, IB; Jaggi, A; Estabragh, ZR; Petersen, SE; Lekadir, K; Radeva, P; Menegaz, G (2021) -
A new scheme for the assessment of the robustness of Explainable Methods Applied to Brain Age estimation
Salih, A; Galazzo, IB; Raisi-Estabragh, Z; Petersen, SE; Gkontra, P; Lekadir, K; Menegaz, G; Radeva, P (2021) -
Telomere length is causally connected to brain MRI image derived phenotypes: A mendelian randomization study
Salih, A; Galazzo, IB; Petersen, SE; Lekadir, K; Radeva, P; Menegaz, G; Altmann, A (2022)