Found: 18
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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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- Article
Fully Automatic Landmarking of Syndromic 3D Facial Surface Scans Using 2D Images.
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- Sensors (14248220), 2020, v. 20, n. 11, p. 3171, doi. 10.3390/s20113171
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- Article
Semantically Guided Large Deformation Estimation with Deep Networks.
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- Sensors (14248220), 2020, v. 20, n. 5, p. 1392, doi. 10.3390/s20051392
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- Article
High-resolution T2-FLAIR and non-contrast CT brain atlas of the elderly.
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- Scientific Data, 2020, v. 7, n. 1, p. 1, doi. 10.1038/s41597-020-0379-9
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- Article
The Impact of Covariates in Voxel-Wise Lesion-Symptom Mapping.
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- Frontiers in Neurology, 2020, p. N.PAG, doi. 10.3389/fneur.2020.00854
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- Article
Fairness-related performance and explainability effects in deep learning models for brain image analysis.
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- Journal of Medical Imaging, 2022, v. 9, n. 6, p. 61102, doi. 10.1117/1.JMI.9.6.061102
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- Article
Image-encoded biological and non-biological variables may be used as shortcuts in deep learning models trained on multisite neuroimaging data.
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- Journal of the American Medical Informatics Association, 2023, v. 30, n. 12, p. 1925, doi. 10.1093/jamia/ocad171
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- 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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- Article
Treatment Efficacy Analysis in Acute Ischemic Stroke Patients Using In Silico Modeling Based on Machine Learning: A Proof-of-Principle.
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- Biomedicines, 2021, v. 9, n. 10, p. 1357, doi. 10.3390/biomedicines9101357
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- Article
Novel 3D Modeling of Brain and Ventricular Compliance in Children with Hydrocephalus Using Deformation-based Morphometry.
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- Journal of Neurosurgery, 2022, v. 136, n. 5, p. 39, doi. 10.3171/2022.5.JNS.AANS2022abstracts
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- Article
Simulation of neuroplasticity in a CNN-based in-silico model of neurodegeneration of the visual system.
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- Frontiers in Computational Neuroscience, 2023, p. 01, doi. 10.3389/fncom.2023.1274824
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- 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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- Article
Predicting the tissue outcome of acute ischemic stroke from acute 4D computed tomography perfusion imaging using temporal features and deep learning.
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- Frontiers in Neuroscience, 2022, v. 16, p. 1, doi. 10.3389/fnins.2022.1009654
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- Article
Lesion-preserving unpaired image-to-image translation between MRI and CT from ischemic stroke patients.
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- 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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- Article
A systematic comparison of generative models for medical images.
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- 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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- Article
A multi-center distributed learning approach for Parkinson's disease classification using the traveling model paradigm.
- Published in:
- Frontiers in Artificial Intelligence, 2024, p. 1, doi. 10.3389/frai.2024.1301997
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- Article
Multimodal biological brain age prediction using magnetic resonance imaging and angiography with the identification of predictive regions.
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- Human Brain Mapping, 2022, v. 43, n. 8, p. 2554, doi. 10.1002/hbm.25805
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- Article
An Analysis of the Vulnerability of Two Common Deep Learning-Based Medical Image Segmentation Techniques to Model Inversion Attacks.
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- Sensors (14248220), 2021, v. 21, n. 11, p. 3874, doi. 10.3390/s21113874
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- Article