Interests
- Machine learning
- Neuroimage analysis
- Open Science
- Statistics
Latest
- Building Multivariate Molecular Imaging Brain Atlases Using the NeuroMark PET Independent Component Analysis Framework
- Changes in hippocampal volume, 5-HT4 receptor binding, and verbal memory over the course of antidepressant treatment in major depressive disorder
- In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review
- Measuring and interpreting individual differences in fetal, infant, and toddler neurodevelopment
- Multimodal Brain Age Prediction Using Machine Learning: Combining Structural MRI and 5-HT2AR PET-derived Features
- A sensitivity analysis to quantify the impact of neuroimaging preprocessing strategies on subsequent statistical analyses
- Agreement of Image Quality Metrics with Radiological Evaluation in the Presence of Motion Artifacts
- Assessing Image Quality Metric Alignment with Radiological Evaluation in Datasets with and without Motion Artifacts
- Associations between behavioral and emotional problems and brain morphology in early adolescence: A neuroimaging study using the NRU Serotonin Atlas
- Classification of Medical Text in Small and Imbalanced Datasets in a Non-English Language
- Generative Models for Children’s Head Motion in Resting-State Functional Magnetic Resonance Imaging (rs-fMRI)
- Head Movement in the Resting-State Functional Magnetic Resonance Imaging (rs-fMRI) Data of the Adolescent Brain Cognitive Development (ABCD) Study
- Hybrid Motion Correction: Latency Compensation In The Presence Of Respiratory Motion
- Hybrid Motion Correction: Prospective Thresholding and Retrospective Residual Correction
- Multimodal brain age prediction using machine learning: combining structural MRI and 5-HT2AR PET-derived features
- NeuroMark PET: Replicable positron emission tomography ICA templates for florbetapir and florbetaben radioligands
- PET2BIDS: a library for converting Positron Emission Tomography data to BIDS
- Quantifying the impact of preprocessing strategies on statistical analyses
- Simulating Head Motion in MRI: A Silicone Phantom Approach with Machine Learning Integration
- 10 years of reproducibility in biomedical research: how can we achieve generalizability and fairness?
- Are demographically invariant models and representations in medical imaging fair?
- Association between the loudness dependence of auditory evoked potential, serotonergic neurotransmission and treatment outcome in patients with depression
- Bias in context: What to do when complete bias removal is not an option
- Data sharing in neuroimaging: experiences from the BIDS project
- Deep phenotyping towards precision psychiatry of first-episode depression—the Brain Drugs-Depression cohort
- On (assessing) the fairness of risk score models
- Prediction of brain age using structural magnetic resonance imaging: A comparison of accuracy and test--retest reliability of publicly available software packages
- Prediction of brain age using structural magnetic resonance imaging: A comparison of accuracy and test–retest reliability of publicly available software packages
- Selective MRI reacquisition to extend the working range of retrospective motion correction
- The path toward equal performance in medical machine learning
- Emotional faces processing in major depressive disorder and prediction of antidepressant treatment response: a NeuroPharm study
- Evaluating the match of image quality metrics with radiological assessment in a dataset with and without motion artifacts
- Feature robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer’s disease detection
- Generalizability of treatment outcome prediction in major depressive disorder using structural MRI: a NeuroPharm study
- Hippocampal volume changes in a pharmacological sex-hormone manipulation risk model for depression in women
- Open and reproducible neuroimaging: from study inception to publication
- Psilocybin modulation of time-varying functional connectivity is associated with plasma psilocin and subjective effects
- A high-resolution in vivo atlas of the human brain's benzodiazepine binding site of GABAA receptors
- Assessing Bias in Medical AI
- Characterisation of children's head motion for Magnetic Resonance Imaging with and without general anaesthesia
- NeuroPharm study: EEG wakefulness regulation as a biomarker in MDD
- Pretreatment qEEG biomarkers for predicting pharmacological treatment outcome in major depressive disorder: independent validation from the NeuroPharm study
- Psilocybin modulation of dynamic functional connectivity is associated with plasma psilocin and subjective effects
- Reward processing in major depressive disorder and prediction of treatment response--Neuropharm study
- Algoritmer kopierer lægers fordomme om race og køn
- Different preprocessing strategies lead to different conclusions: a [11C] DASB-PET reproducibility study
- False positive rates in positron emission tomography (PET) voxelwise analyses
- Guidelines for the content and format of PET brain data in publications and archives: a consensus paper
- Kan kunstig intelligens give fair forudsigelser?
- Optimizing a preprocessing pipeline for structural 7T MR analyses in FreeSurfer
- Predicting treatment outcome in major depressive disorder using serotonin 4 receptor PET brain imaging, functional MRI, cognitive-, EEG-based, and peripheral biomarkers: a neuropharm open label clinical trial protocol
- The structure of the serotonin system: A PET imaging study
- Can the flipped classroom enhance student learning?
- Cerebral serotonin transporter measurements with [11C] DASB: a review on acquisition and preprocessing across 21 PET centres
- Optimization of preprocessing strategies in positron emission tomography (PET) neuroimaging: a [11C] DASB PET study
- Preprocessing, prediction and significance: framework and application to brain imaging
- Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images
- Multi-view consensus CNN for 3D facial landmark placement
- Pre-intervention test-retest reliability of EEG and ERP over four recording intervals
- The impact of preprocessing pipeline choice in univariate and multivariate analyses of pet data
- A high-resolution in vivo atlas of the human brain's serotonin system
- BASELINE RELIABILITY OF EEG AND ERP IN A FOUR-WAY CROSSOVER STUDY IN HEALTHY SUBJECTS
- Cerebellar heterogeneity and its impact on PET data quantification of 5-HT receptor radioligands
- Crowdsourcing for error detection in cortical surface delineations
- Permutations Tests for Binary Classification:Revisited
- Serotonin 2A receptor agonist binding in the human brain with [11C] Cimbi-36: test--retest reproducibility and head-to-head comparison with the antagonist [18F] altanserin
- Estimation of Regional Seasonal Variations in SERT-levels using the FreeSurfer PET pipeline: a reproducibility study
- High-resolution surface and volume-based in vivo atlas of the serotonin system in the healthy brain
- Relevant feature set estimation with a knock-out strategy and random forests
- Vermis - to exclude or not exclude? Defining a proper reference region for PET modelling of the serotonin system
- Approximate false positive rate control in selection frequency for random forest
- On Feature Relevance in Image-based Prediction Models: An Empirical Study
- The improved relevance voxel machine
- Automatic segmentation of polyps in colonoscopic narrow-band imaging data
- Distribution, size, and shape of abdominal aortic calcified deposits and their relationship to mortality in postmenopausal women
- A Bayesian framework for automated cardiovascular risk scoring on standard lumbar radiographs
- Abdominal aortic calcification quantified by the Morphological Atherosclerotic Calcification Distribution (MACD) index is associated with features of the metabolic syndrome
- Detection and Analysis of Calcified Deposits and Their Relation to Cardiovascular Diseases
- Distribution, Size, and Shape of Abdominal Aortic Calcified Deposits and Their Relationship to Mortality in Postmenopausal Women
- Distribution, size, shape, growth potential and extent of abdominal aortic calcified deposits predict mortality in postmenopausal women
- Growth patterns of abdominal atherosclerotic calcified deposits from lumbar lateral X-rays
- MACD: an imaging marker for cardiovascular disease
- Patch-based generative shape model and mdl model selection for statistical analysis of archipelagos
- BMD prediction of death is encapsulated by the Morphological Atherosclerosis Calcification Distribution (MACD) index
- Dense iterative contextual pixel classification using kriging
- Growth analysis of individual abdominal atherosclerotic calcified deposits
- Automated Quantification of the Morphological Atherosclerotic Calcification Distribution on X-Rays Is a Strong Predictor of Mortality in Postmenopausal Women
- Growth Pattern of Atherosclerotic Calcifications
- Morphological Atherosclerosis Calcification Distribution (MACD) Index is a Strong Predictor of Cardio-Vascular Death and Include Predictive Power of BMD
- Superior assessment of CVD death by MACD index compared with the framingham score is highly associated with predisposition to diabetes
- Top Quark Physics Beyond The Standard Model