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Exploiting macro- and micro-structural brain changes for improved Parkinson's disease classification from MRI data.
- Published in:
- NPJ Parkinson's Disease, 2024, v. 10, n. 1, p. 1, doi. 10.1038/s41531-024-00647-9
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- Publication type:
- Article
Neural correlates of the impulse dyscontrol domain of mild behavioral impairment.
- Published in:
- International Journal of Geriatric Psychiatry, 2021, v. 36, n. 9, p. 1398, doi. 10.1002/gps.5540
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- Publication type:
- Article
Stroke Lesion Segmentation in FLAIR MRI Datasets Using Customized Markov Random Fields.
- Published in:
- Frontiers in Neurology, 2019, p. 1, doi. 10.3389/fneur.2019.00541
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- Publication type:
- Article
Building an Otoscopic screening prototype tool using deep learning.
- Published in:
- Journal of Otolaryngology -- Head & Neck Surgery, 2019, v. 48, n. 1, p. N.PAG, doi. 10.1186/s40463-019-0389-9
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- Publication type:
- Article
Combined Atlas and Convolutional Neural Network-Based Segmentation of the Hippocampus from MRI According to the ADNI Harmonized Protocol.
- Published in:
- Sensors (14248220), 2021, v. 21, n. 7, p. 2427, doi. 10.3390/s21072427
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- Publication type:
- Article
Fully Automatic Landmarking of Syndromic 3D Facial Surface Scans Using 2D Images.
- Published in:
- Sensors (14248220), 2020, v. 20, n. 11, p. 3171, doi. 10.3390/s20113171
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- Publication type:
- Article
Ischemic lesion growth in acute stroke: Water uptake quantification distinguishes between edema and tissue infarct.
- Published in:
- Journal of Cerebral Blood Flow & Metabolism, 2020, v. 40, n. 4, p. 823, doi. 10.1177/0271678X19848505
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- Publication type:
- Article
Quantitative measurements of relative fluid-attenuated inversion recovery (FLAIR) signal intensities in acute stroke for the prediction of time from symptom onset.
- Published in:
- Journal of Cerebral Blood Flow & Metabolism, 2013, v. 33, n. 1, p. 76, doi. 10.1038/jcbfm.2012.129
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- Publication type:
- Article
High-resolution T2-FLAIR and non-contrast CT brain atlas of the elderly.
- Published in:
- Scientific Data, 2020, v. 7, n. 1, p. 1, doi. 10.1038/s41597-020-0379-9
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- Publication type:
- Article
A statistical atlas of cerebral arteries generated using multi-center MRA datasets from healthy subjects.
- Published in:
- Scientific Data, 2019, v. 6, n. 1, p. N.PAG, doi. 10.1038/s41597-019-0034-5
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- Publication type:
- Article
Prediction of Clinical Outcomes in Acute Ischaemic Stroke Patients: A Comparative Study.
- Published in:
- Frontiers in Neurology, 2021, v. 11, p. N.PAG, doi. 10.3389/fneur.2021.663899
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- Publication type:
- Article
Utility of Multi-Modal MRI for Differentiating of Parkinson's Disease and Progressive Supranuclear Palsy Using Machine Learning.
- Published in:
- Frontiers in Neurology, 2021, v. 11, p. N.PAG, doi. 10.3389/fneur.2021.648548
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- Publication type:
- Article
The Impact of Covariates in Voxel-Wise Lesion-Symptom Mapping.
- Published in:
- Frontiers in Neurology, 2020, p. N.PAG, doi. 10.3389/fneur.2020.00854
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- Publication type:
- Article
Association of Cardiovascular Risk Factors With MRI Indices of Cerebrovascular Structure and Function and White Matter Hyperintensities in Young Adults.
- Published in:
- 2018
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- Publication type:
- journal article
Effect of geometric distortion correction on thickness and volume measurements of cortical parcellations in 3D T1w gradient echo sequences.
- Published in:
- PLoS ONE, 2023, v. 17, n. 4, p. 1, doi. 10.1371/journal.pone.0284440
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- Publication type:
- Article
Automatic arterial input function selection in CT and MR perfusion datasets using deep convolutional neural networks.
- Published in:
- Medical Physics, 2020, v. 47, n. 9, p. 4199, doi. 10.1002/mp.14351
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- Publication type:
- Article
Comparison of vessel enhancement algorithms applied to time-of-flight MRA images for cerebrovascular segmentation.
- Published in:
- Medical Physics, 2017, v. 44, n. 11, p. 5901, doi. 10.1002/mp.12560
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- Publication type:
- Article
Association of stroke lesion shape with newly detected atrial fibrillation – Results from the MonDAFIS study.
- Published in:
- European Stroke Journal, 2022, v. 7, n. 3, p. 230, doi. 10.1177/23969873221100895
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- Publication type:
- Article
Fairness-related performance and explainability effects in deep learning models for brain image analysis.
- Published in:
- Journal of Medical Imaging, 2022, v. 9, n. 6, p. 61102, doi. 10.1117/1.JMI.9.6.061102
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- Publication type:
- Article
Image-encoded biological and non-biological variables may be used as shortcuts in deep learning models trained on multisite neuroimaging data.
- Published in:
- Journal of the American Medical Informatics Association, 2023, v. 30, n. 12, p. 1925, doi. 10.1093/jamia/ocad171
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- Publication type:
- Article
analysis of the effects of limited training data in distributed learning scenarios for brain age prediction.
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- Journal of the American Medical Informatics Association, 2023, v. 30, n. 1, p. 112, doi. 10.1093/jamia/ocac204
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- Publication type:
- Article
Early Onset Diffusion Abnormalities in Refractory Headache Disorders.
- Published in:
- Frontiers in Neurology, 2022, v. 13, p. 1, doi. 10.3389/fneur.2022.898219
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- Publication type:
- Article
Machine Learning-Based Prediction of Brain Tissue Infarction in Patients With Acute Ischemic Stroke Treated With Theophylline as an Add-On to Thrombolytic Therapy: A Randomized Clinical Trial Subgroup Analysis.
- Published in:
- Frontiers in Neurology, 2021, v. 12, p. 1, doi. 10.3389/fneur.2021.613029
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- Publication type:
- Article
Technical considerations of a game-theoretical approach for lesion symptom mapping.
- Published in:
- 2016
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- Publication type:
- journal article
Treatment Efficacy Analysis in Acute Ischemic Stroke Patients Using In Silico Modeling Based on Machine Learning: A Proof-of-Principle.
- Published in:
- Biomedicines, 2021, v. 9, n. 10, p. 1357, doi. 10.3390/biomedicines9101357
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- Publication type:
- Article
Technical considerations of multi-parametric tissue outcome prediction methods in acute ischemic stroke patients.
- Published in:
- Scientific Reports, 2019, v. 9, n. 1, p. N.PAG, doi. 10.1038/s41598-019-49460-y
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- Publication type:
- Article
Central nervous system targeted autoimmunity causes regional atrophy: a 9.4T MRI study of the EAE mouse model of Multiple Sclerosis.
- Published in:
- Scientific Reports, 2019, v. 9, n. 1, p. N.PAG, doi. 10.1038/s41598-019-44682-6
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- Publication type:
- Article
Rapid automated landmarking for morphometric analysis of three-dimensional facial scans.
- Published in:
- Journal of Anatomy, 2017, v. 230, n. 4, p. 607, doi. 10.1111/joa.12576
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- Publication type:
- Article
Localized prediction of tissue outcome in acute ischemic stroke patients using diffusion- and perfusion-weighted MRI datasets.
- Published in:
- PLoS ONE, 2020, v. 15, n. 11, p. 1, doi. 10.1371/journal.pone.0241917
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- Publication type:
- Article
Model-based analysis of cerebrovascular diseases combining 3D and 4D MRA datasets.
- Published in:
- IT: Information Technology, 2015, v. 57, n. 3, p. 208, doi. 10.1515/itit-2015-0011
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- Publication type:
- Article
Simulation of neuroplasticity in a CNN-based in-silico model of neurodegeneration of the visual system.
- Published in:
- Frontiers in Computational Neuroscience, 2023, p. 01, doi. 10.3389/fncom.2023.1274824
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- Publication type:
- Article
Sex and age effects on gray matter volume trajectories in young children with prenatal alcohol exposure.
- Published in:
- Frontiers in Human Neuroscience, 2024, p. 1, doi. 10.3389/fnhum.2024.1379959
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- Publication type:
- Article
A longitudinal magnetic resonance imaging study of neurodegenerative and small vessel disease, and clinical cognitive trajectories in non demented patients with transient ischemic attack: the PREVENT study.
- Published in:
- 2018
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- Publication type:
- journal article
The Extent of Perfusion Deficit Does Not Relate to the Visibility of Acute Ischemic Lesions on Fluid-Attenuated Inversion Recovery Imaging.
- Published in:
- Journal of Neuroimaging, 2013, v. 23, n. 2, p. 215, doi. 10.1111/j.1552-6569.2012.00708.x
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- Publication type:
- Article
Machine learning-based prediction of longitudinal cognitive decline in early Parkinson's disease using multimodal features.
- Published in:
- Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-37644-6
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- Publication type:
- Article
An exploratory causal analysis of the relationships between the brain age gap and cardiovascular risk factors.
- Published in:
- Frontiers in Aging Neuroscience, 2022, v. 14, p. 1, doi. 10.3389/fnagi.2022.941864
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- Publication type:
- Article
Predicting the tissue outcome of acute ischemic stroke from acute 4D computed tomography perfusion imaging using temporal features and deep learning.
- Published in:
- Frontiers in Neuroscience, 2022, v. 16, p. 1, doi. 10.3389/fnins.2022.1009654
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- Publication type:
- Article
Expert elicitation of risk factors for progression to dementia in individuals with mild cognitive impairment.
- Published in:
- Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2023, v. 19, n. 10, p. 4542, doi. 10.1002/alz.12987
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- Publication type:
- Article
Identifying prognostic factors of dementia in individuals with mild cognitive impairment (MCI): Are statistical models adequate?
- Published in:
- Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2023, v. 19, p. 1, doi. 10.1002/alz.064702
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- Publication type:
- Article
P4‐566: SUBJECTIVE COGNITIVE DECLINE (SCD) AND MILD BEHAVIORAL IMPAIRMENT (MBI) TOGETHER PREDICT MILD COGNITIVE IMPAIRMENT AT 3 YEARS BETTER THAN EITHER SYNDROME ALONE.
- Published in:
- Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2019, v. 15, p. P1535, doi. 10.1016/j.jalz.2019.08.113
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- Publication type:
- Article
P4‐266: USING MACHINE LEARNING TO IDENTIFY NEUROIMAGING AND CLINICAL FEATURES OF MILD BEHAVIORAL IMPAIRMENT (MBI).
- Published in:
- Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2019, v. 15, p. P1383, doi. 10.1016/j.jalz.2019.06.3935
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- Publication type:
- Article
Influence of cardiovascular risk-factors on morphological changes of cerebral arteries in healthy adults across the life span.
- Published in:
- Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-91669-3
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- Publication type:
- Article
Identifying Thrombus on Non-Contrast CT in Patients with Acute Ischemic Stroke.
- Published in:
- Diagnostics (2075-4418), 2021, v. 11, n. 10, p. 1919, doi. 10.3390/diagnostics11101919
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- Publication type:
- Article
Distinct phenotypes of multisystem inflammatory syndrome in children: a cohort study.
- Published in:
- Pediatric Rheumatology, 2023, v. 21, n. 1, p. 1, doi. 10.1186/s12969-023-00815-w
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- Publication type:
- Article
Lesion-preserving unpaired image-to-image translation between MRI and CT from ischemic stroke patients.
- Published in:
- International Journal of Computer Assisted Radiology & Surgery, 2023, v. 18, n. 5, p. 827, doi. 10.1007/s11548-022-02828-4
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- Publication type:
- Article
A systematic comparison of generative models for medical images.
- Published in:
- International Journal of Computer Assisted Radiology & Surgery, 2022, v. 17, n. 7, p. 1213, doi. 10.1007/s11548-022-02567-6
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- Publication type:
- Article
Elevated T2-values in MRI of stroke patients shortly after symptom onset do not predict irreversible tissue infarction.
- Published in:
- Brain: A Journal of Neurology, 2012, v. 135, n. 6, p. 1981, doi. 10.1093/brain/aws079
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- Publication type:
- Article
Machine learning using multimodal clinical, electroencephalographic, and magnetic resonance imaging data can predict incident depression in adults with epilepsy: A pilot study.
- Published in:
- Epilepsia (Series 4), 2023, v. 64, n. 10, p. 2781, doi. 10.1111/epi.17710
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- Publication type:
- Article
Interdatabase Variability in Cortical Thickness Measurements.
- Published in:
- Cerebral Cortex, 2019, v. 29, n. 8, p. 3282, doi. 10.1093/cercor/bhy197
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- Publication type:
- Article
Modeling Neurodegeneration in silico With Deep Learning.
- Published in:
- Frontiers in Neuroinformatics, 2021, v. 15, p. 1, doi. 10.3389/fninf.2021.748370
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- Publication type:
- Article