Search Results - "DeFlores, Robin"
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DeepAtrophy: Teaching a neural network to detect progressive changes in longitudinal MRI of the hippocampal region in Alzheimer's disease
Published in NeuroImage (Orlando, Fla.) (01-11-2021)“…Measures of change in hippocampal volume derived from longitudinal MRI are a well-studied biomarker of disease progression in Alzheimer's disease (AD) and are…”
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Morphometry of medial temporal lobe subregions using high‐resolution T2‐weighted MRI in ADNI3: Why, how, and what's next?
Published in Alzheimer's & dementia (01-11-2024)“…This paper for the 20th anniversary of the Alzheimer's Disease Neuroimaging Initiative (ADNI) provides an overview of magnetic resonance imaging (MRI) of…”
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Regional deep atrophy: Using temporal information to automatically identify regions associated with Alzheimer’s disease progression from longitudinal MRI
Published in Imaging neuroscience (Cambridge, Mass.) (18-09-2024)“…Longitudinal assessment of brain atrophy, particularly in the hippocampus, is a well-studied biomarker for neurodegenerative diseases, such as Alzheimer’s…”
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Brain and cognitive correlates of sleep fragmentation in elderly subjects with and without cognitive deficits
Published in Alzheimer's & dementia : diagnosis, assessment & disease monitoring (01-12-2019)“…Sleep disturbances are increasingly recognized as a risk factor for Alzheimer's disease. However, no study has assessed the relationships between objective…”
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Progress update from the hippocampal subfields group
Published in Alzheimer's & dementia : diagnosis, assessment & disease monitoring (01-12-2019)“…Heterogeneity of segmentation protocols for medial temporal lobe regions and hippocampal subfields on in vivo magnetic resonance imaging hinders the ability to…”
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Neuropsychology and neuroimaging profiles of amyloid-positive versus amyloid-negative amnestic mild cognitive impairment patients
Published in Alzheimer's & dementia : diagnosis, assessment & disease monitoring (2018)“…Patients with amnestic mild cognitive impairment (aMCI) are heterogeneous as regard to their amyloid status. The present study aimed at highlighting the…”
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3D Mapping of TAU Neurofibrillary Tangle Pathology in the Human Medial Temporal Lobe
Published in 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) (01-04-2020)“…Tau protein neurofibrillary tangles (NFT) are linked to neuronal and synaptic loss and cognitive decline in Alzheimer's disease (AD) and related dementias. In…”
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Conference Proceeding -
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Regional Deep Atrophy: a Self-Supervised Learning Method to Automatically Identify Regions Associated With Alzheimer's Disease Progression From Longitudinal MRI
Published 10-04-2023“…Longitudinal assessment of brain atrophy, particularly in the hippocampus, is a well-studied biomarker for neurodegenerative diseases, such as Alzheimer's…”
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DeepAtrophy: Teaching a Neural Network to Differentiate Progressive Changes from Noise on Longitudinal MRI in Alzheimer's Disease
Published 24-10-2020“…Volume change measures derived from longitudinal MRI (e.g. hippocampal atrophy) are a well-studied biomarker of disease progression in Alzheimer's Disease (AD)…”
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Journal Article