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Influence of cardiovascular risk-factors on morphological changes of cerebral arteries in healthy adults across the life span

Scientific reports, 2021-06, Vol.11 (1), p.12236-12236, Article 12236

2021

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Neural correlates of the impulse dyscontrol domain of mild behavioral impairment

International journal of geriatric psychiatry, 2021-09, Vol.36 (9), p.1398-1406

2021

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Using Machine Learning to Predict Dementia from Neuropsychiatric Symptom and Neuroimaging Data

Journal of Alzheimer's disease, 2020-01, Vol.75 (1), p.277

2020

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A statistical atlas of cerebral arteries generated using multi-center MRA datasets from healthy subjects

Scientific data, 2019-04, Vol.6 (1), p.29-29, Article 29

2019

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Detecting brain network communities: Considering the role of information flow and its different temporal scales

NeuroImage (Orlando, Fla.), 2021-01, Vol.225, p.117431-117431, Article 117431

2021

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Investigating the relationship between the SNCA gene and cognitive abilities in idiopathic Parkinson's disease using machine learning

Scientific reports, 2021-03, Vol.11 (1), p.4917-4917, Article 4917

2021

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Explainable classification of Parkinson’s disease using deep learning trained on a large multi-center database of T1-weighted MRI datasets

NeuroImage clinical, 2023-01, Vol.38, p.103405-103405, Article 103405

2023

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Multimodal brain age prediction fusing morphometric and imaging data and association with cardiovascular risk factors

Frontiers in neurology, 2022-12, Vol.13, p.979774-979774

2022

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An exploratory causal analysis of the relationships between the brain age gap and cardiovascular risk factors

Frontiers in aging neuroscience, 2022-08, Vol.14, p.941864-941864

2022

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High-resolution T2-FLAIR and non-contrast CT brain atlas of the elderly

Scientific data, 2020-02, Vol.7 (1), p.56-56, Article 56

2020

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Structural and functional connectivity of motor circuits after perinatal stroke: A machine learning study

NeuroImage clinical, 2020-01, Vol.28, p.102508-102508, Article 102508

2020

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Aerobic exercise increases brain vessel lumen size and blood flow in young adults with elevated blood pressure. Secondary analysis of the TEPHRA randomized clinical trial

NeuroImage clinical, 2023-01, Vol.37, p.103337-103337, Article 103337

2023

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Structural integrity of white matter tracts as a predictor of acute ischemic stroke outcome

International journal of stroke, 2020-12, Vol.15 (9), p.965-972

2020

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Age-dependent Intracranial Artery Morphology in Healthy Children

Clinical neuroradiology (Munich), 2022-03, Vol.32 (1), p.49-56

2022

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Multimodal biological brain age prediction using magnetic resonance imaging and angiography with the identification of predictive regions

Human brain mapping, 2022-06, Vol.43 (8), p.2554-2566

2022

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Supervised machine learning tools: a tutorial for clinicians

Journal of neural engineering, 2020-11, Vol.17 (6), p.62001

2020

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An analysis of the effects of limited training data in distributed learning scenarios for brain age prediction

Journal of the American Medical Informatics Association : JAMIA, 2022-12, Vol.30 (1), p.112-119

2022

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Invertible Modeling of Bidirectional Relationships in Neuroimaging With Normalizing Flows: Application to Brain Aging

IEEE transactions on medical imaging, 2022-09, Vol.41 (9), p.2331-2347

2022

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Risk Factors for Perinatal Arterial Ischemic Stroke: A Machine Learning Approach

Neurology, 2024-06, Vol.102 (11), p.e209393

2024

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Time CNN and Graph Convolution Network for Epileptic Spike Detection in Meg Data

2024 IEEE International Symposium on Biomedical Imaging (ISBI), 2024, p.1-5

2024

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Machine learning using multimodal clinical, electroencephalographic, and magnetic resonance imaging data can predict incident depression in adults with epilepsy: A pilot study

Epilepsia (Copenhagen), 2023-10, Vol.64 (10), p.2781-2791

2023

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Dementia in Convolutional Neural Networks: Using Deep Learning Models to Simulate Neurodegeneration of the Visual System

Neuroinformatics (Totowa, N.J.), 2023, Vol.21 (1), p.45-55

2023

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Intracranial Artery Morphology in Pediatric Moya Moya Disease and Moya Moya Syndrome

Neurosurgery, 2022-11, Vol.91 (5), p.710-716

2022

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Automated Evaluation of Intracranial Vessel Morphology in Normal Versus Pediatric Moyamoya Disease

Neurosurgery, 2019-09, Vol.66 (Supplement 1), p.310-655

2019

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Multi-institutional Travelling Model for Tumor Segmentation in MRI Datasets

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.420-432

Volltextzugriff (PDF)

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Influence of cardiovascular risk-factors on morphological changes of cerebral arteries in healthy adults across the life span

Neural correlates of the impulse dyscontrol domain of mild behavioral impairment

Using Machine Learning to Predict Dementia from Neuropsychiatric Symptom and Neuroimaging Data

A statistical atlas of cerebral arteries generated using multi-center MRA datasets from healthy subjects

Detecting brain network communities: Considering the role of information flow and its different temporal scales

Investigating the relationship between the SNCA gene and cognitive abilities in idiopathic Parkinson's disease using machine learning

Explainable classification of Parkinson’s disease using deep learning trained on a large multi-center database of T1-weighted MRI datasets

Multimodal brain age prediction fusing morphometric and imaging data and association with cardiovascular risk factors

An exploratory causal analysis of the relationships between the brain age gap and cardiovascular risk factors

High-resolution T2-FLAIR and non-contrast CT brain atlas of the elderly

Structural and functional connectivity of motor circuits after perinatal stroke: A machine learning study

Aerobic exercise increases brain vessel lumen size and blood flow in young adults with elevated blood pressure. Secondary analysis of the TEPHRA randomized clinical trial

Structural integrity of white matter tracts as a predictor of acute ischemic stroke outcome

Age-dependent Intracranial Artery Morphology in Healthy Children

Multimodal biological brain age prediction using magnetic resonance imaging and angiography with the identification of predictive regions

Supervised machine learning tools: a tutorial for clinicians

An analysis of the effects of limited training data in distributed learning scenarios for brain age prediction

Invertible Modeling of Bidirectional Relationships in Neuroimaging With Normalizing Flows: Application to Brain Aging

Risk Factors for Perinatal Arterial Ischemic Stroke: A Machine Learning Approach

Time CNN and Graph Convolution Network for Epileptic Spike Detection in Meg Data

Machine learning using multimodal clinical, electroencephalographic, and magnetic resonance imaging data can predict incident depression in adults with epilepsy: A pilot study

Dementia in Convolutional Neural Networks: Using Deep Learning Models to Simulate Neurodegeneration of the Visual System

Intracranial Artery Morphology in Pediatric Moya Moya Disease and Moya Moya Syndrome

Automated Evaluation of Intracranial Vessel Morphology in Normal Versus Pediatric Moyamoya Disease

Multi-institutional Travelling Model for Tumor Segmentation in MRI Datasets

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