Frederik Barkhof

Orcid: 0000-0003-3543-3706

According to our database1, Frederik Barkhof authored at least 75 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
<i>Where is VALDO?</i> VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021.
Medical Image Anal., January, 2024

An efficient semi-supervised quality control system trained using physics-based MRI-artefact generators and adversarial training.
Medical Image Anal., January, 2024

P-Count: Persistence-based Counting of White Matter Hyperintensities in Brain MRI.
CoRR, 2024

2023
Evaluation of novel data-driven metrics of amyloid β deposition for longitudinal PET studies.
NeuroImage, October, 2023

Learning from multiple annotators for medical image segmentation.
Pattern Recognit., June, 2023

Transferability of Alzheimer's disease progression subtypes to an independent population cohort.
NeuroImage, May, 2023

NiftyPAD - Novel Python Package for Quantitative Analysis of Dynamic PET Data.
Neuroinformatics, April, 2023

Quantifying white matter hyperintensity and brain volumes in heterogeneous clinical and low-field portable MRI.
CoRR, 2023

Segmentation of glioblastomas in early post-operative multi-modal MRI with deep neural networks.
CoRR, 2023

Leveraging Ellipsoid Bounding Shapes and Fast R-CNN for Enlarged Perivascular Spaces Detection and Segmentation.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

DeepBrainPrint: A Novel Contrastive Framework for Brain MRI Re-Identification.
Proceedings of the Medical Imaging with Deep Learning, 2023

A Coupled-Mechanisms Modelling Framework for Neurodegeneration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022
Degenerative adversarial neuroimage nets for brain scan simulations: Application in ageing and dementia.
Medical Image Anal., 2022

Targeted Screening for Alzheimer's Disease Clinical Trials Using Data-Driven Disease Progression Models.
Frontiers Artif. Intell., 2022

Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021.
CoRR, 2022

Computer-aided diagnosis and prediction in brain disorders.
CoRR, 2022

An efficient semi-supervised quality control system trained using physics-based MRI-artefact generators and adversarial training.
CoRR, 2022

Preoperative brain tumor imaging: models and software for segmentation and standardized reporting.
CoRR, 2022

2021
Uncertainty analysis of MR-PET image registration for precision neuro-PET imaging.
NeuroImage, 2021

Parametric imaging of dual-time window [<sup>18</sup>F]flutemetamol and [<sup>18</sup>F]florbetaben studies.
NeuroImage, 2021

Identifying and evaluating clinical subtypes of Alzheimer's disease in care electronic health records using unsupervised machine learning.
BMC Medical Informatics Decis. Mak., 2021

Lesion-wise evaluation for effective performance monitoring of small object segmentation.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

2020
Amygdalar nuclei and hippocampal subfields on MRI: Test-retest reliability of automated volumetry across different MRI sites and vendors.
NeuroImage, 2020

Generalised boundary shift integral for longitudinal assessment of spinal cord atrophy.
NeuroImage, 2020

ExploreASL: An image processing pipeline for multi-center ASL perfusion MRI studies.
NeuroImage, 2020

Disentangling Human Error from the Ground Truth in Segmentation of Medical Images.
CoRR, 2020

Disentangling Human Error from Ground Truth in Segmentation of Medical Images.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Using Unsupervised Learning to Identify Clinical Subtypes of Alzheimer's Disease in Electronic Health Records.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Learning to Segment When Experts Disagree.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge.
IEEE Trans. Medical Imaging, 2019

Author Correction: High-dimensional detection of imaging response to treatment in multiple sclerosis.
npj Digit. Medicine, 2019

High-dimensional detection of imaging response to treatment in multiple sclerosis.
npj Digit. Medicine, 2019

TADPOLE Challenge: Accurate Alzheimer's Disease Prediction Through Crowdsourced Forecasting of Future Data.
Proceedings of the Predictive Intelligence in Medicine - Second International Workshop, 2019

2018
Imaging biomarkers for the diagnosis of Prion disease.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

2017
Performance of five research-domain automated WM lesion segmentation methods in a multi-center MS study.
NeuroImage, 2017

The European DTI Study on Dementia - A multicenter DTI and MRI study on Alzheimer's disease and Mild Cognitive Impairment.
NeuroImage, 2017

2016
Longitudinal reproducibility of default-mode network connectivity in healthy elderly participants: A multicentric resting-state fMRI study.
NeuroImage, 2016

The Association of Glucose Metabolism and Eigenvector Centrality in Alzheimer's Disease.
Brain Connect., 2016

A Semi-supervised Large Margin Algorithm for White Matter Hyperintensity Segmentation.
Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016

Differential Dementia Diagnosis on Incomplete Data with Latent Trees.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016


2015
Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge.
NeuroImage, 2015

Highly accurate volumetry of the spinal cord.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

2014
Functional brain network analysis using minimum spanning trees in Multiple Sclerosis: An MEG source-space study.
NeuroImage, 2014

Structural degree predicts functional network connectivity: A multimodal resting-state fMRI and MEG study.
NeuroImage, 2014

Hippocampal volume change measurement: Quantitative assessment of the reproducibility of expert manual outlining and the automated methods FreeSurfer and FIRST.
NeuroImage, 2014

Single-Subject Gray Matter Graph Properties and Their Relationship with Cognitive Impairment in Early- and Late-Onset Alzheimer's Disease.
Brain Connect., 2014

2013
Corrigendum to "Functional segmentation of the hippocampus in the healthy human brain and in Alzheimer's disease" [Neuroimage 66 (2013) 28-35].
NeuroImage, 2013

Functional segmentation of the hippocampus in the healthy human brain and in Alzheimer's disease.
NeuroImage, 2013

2012
The spatial distribution of age-related white matter changes as a function of vascular risk factors - Results from the LADIS study.
NeuroImage, 2012

Optimizing parameter choice for FSL-Brain Extraction Tool (BET) on 3D T1 images in multiple sclerosis.
NeuroImage, 2012

Fast Eigenvector Centrality Mapping of Voxel-Wise Connectivity in Functional Magnetic Resonance Imaging: Implementation, Validation, and Interpretation.
Brain Connect., 2012

2010
Combining shape and connectivity analysis: An MRI study of thalamic degeneration in Alzheimer's disease.
NeuroImage, 2010

Corrigendum to "Combining shape and connectivity analysis: An MRI study of thalamic degeneration in Alzheimer's disease" [NeuroImage 49 (2010) 1-8].
NeuroImage, 2010

Increased microglial activation in MCI and AD: An (R)-[11C]PK11195 PET study.
NeuroImage, 2010

Microglial activation in healthy aging.
NeuroImage, 2010

2009
Regional DTI differences in multiple sclerosis patients.
NeuroImage, 2009

Short-term adaptation to a simple motor task: A physiological process preserved in multiple sclerosis.
NeuroImage, 2009

2008
Segmentation of age-related white matter changes in a clinical multi-center study.
NeuroImage, 2008

Reproducibility of fMRI in the clinical setting: Implications for trial designs.
NeuroImage, 2008

2007
Improved reliability of hippocampal atrophy rate measurement in mild cognitive impairment using fluid registration.
NeuroImage, 2007

Regional brain atrophy development is related to specific aspects of clinical dysfunction in multiple sclerosis.
NeuroImage, 2007

2006
Automated segmentation of multiple sclerosis lesion subtypes with multichannel MRI.
NeuroImage, 2006

2005
Changes in brain electrical activity during extended continuous word recognition.
NeuroImage, 2005

Noradrenaline mediates amygdala activation in men and women during encoding of emotional material.
NeuroImage, 2005

Delayed rather than decreased BOLD response as a marker for early Alzheimer's disease.
NeuroImage, 2005

Raloxifene exposure enhances brain activation during memory performance in healthy elderly males; its possible relevance to behavior.
NeuroImage, 2005

2004
Interindividual differences of medial temporal lobe activation during encoding in an elderly population studied by fMRI.
NeuroImage, 2004

Global and local gray matter loss in mild cognitive impairment and Alzheimer's disease.
NeuroImage, 2004

Challenging the cholinergic system in mild cognitive impairment: a pharmacological fMRI study.
NeuroImage, 2004

2003
Identifying confounds to increase specificity during a "no task condition": Evidence for hippocampal connectivity using fMRI.
NeuroImage, 2003

A comprehensive study of gray matter loss in patients with Alzheimer's disease using optimized voxel-based morphometry.
NeuroImage, 2003

Frontostriatal system in planning complexity: a parametric functional magnetic resonance version of tower of london task.
NeuroImage, 2003

2002
Patterns of Cerebral Atrophy in Dementia with Lewy Bodies Using Voxel-Based Morphometry.
NeuroImage, 2002

2001
Anterior Medial Temporal Lobe Activation during Attempted Retrieval of Encoded Visuospatial Scenes: An Event-Related fMRI Study.
NeuroImage, 2001


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