Alexander Hammers

According to our database1, Alexander Hammers authored at least 80 papers between 1996 and 2023.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
A Comparative Study of Population-Graph Construction Methods and Graph Neural Networks for Brain Age Regression.
CoRR, 2023

A Deep Learning Approach for Segmenting the Subplate and Proliferative Zones in Fetal Brain MRI.
Proceedings of the Perinatal, Preterm and Paediatric Image Analysis, 2023

Multimodal Brain Age Estimation Using Interpretable Adaptive Population-Graph Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022
A Study of Demographic Bias in CNN-Based Brain MR Segmentation.
Proceedings of the Machine Learning in Clinical Neuroimaging - 5th International Workshop, 2022

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

Imitation learning for improved 3D PET/MR attenuation correction.
Medical Image Anal., 2021

Voxel-Level Importance Maps for Interpretable Brain Age Estimation.
Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data, 2021

2020
Patch-Based Brain Age Estimation from MR Images.
Proceedings of the Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology, 2020

2019
Pseudo-normal PET Synthesis with Generative Adversarial Networks for Localising Hypometabolism in Epilepsies.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2019

2018
Synergistic PET and SENSE MR Image Reconstruction Using Joint Sparsity Regularization.
IEEE Trans. Medical Imaging, 2018

GANsfer Learning: Combining labelled and unlabelled data for GAN based data augmentation.
CoRR, 2018

GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks.
CoRR, 2018

Modelling the progression of Alzheimer's disease in MRI using generative adversarial networks.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

2017
Test-retest reproducibility of quantitative binding measures of [<sup>11</sup>C]Ro15-4513, a PET ligand for GABA<sub>A</sub> receptors containing alpha5 subunits.
NeuroImage, 2017

A multi-centre evaluation of eleven clinically feasible brain PET/MRI attenuation correction techniques using a large cohort of patients.
NeuroImage, 2017

Macroanatomy and 3D probabilistic atlas of the human insula.
NeuroImage, 2017

2016
Using [<sup>11</sup>C]Ro15 4513 PET to characterise GABA-benzodiazepine receptors in opiate addiction: Similarities and differences with alcoholism.
NeuroImage, 2016


2015
Robust whole-brain segmentation: Application to traumatic brain injury.
Medical Image Anal., 2015

Evaluation of several multi-atlas methods for PSEUDO-CT generation in brain MRI-PET attenuation correction.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Combining multi-parametric MR images for the detection of epileptogenic lesions.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Acute increases in synaptic GABA detectable in the living human brain: A [<sup>11</sup>C]Ro15-4513 PET study.
NeuroImage, 2014

Test-retest reproducibility of cannabinoid-receptor type 1 availability quantified with the PET ligand [<sup>11</sup>C]MePPEP.
NeuroImage, 2014

Consistent and robust 4D whole-brain segmentation: Application to traumatic brain injury.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
History of cigarette smoking is associated with higher limbic GABA<sub>A</sub> receptor availability.
NeuroImage, 2013

Quantification of opioid receptor availability following spontaneous epileptic seizures: Correction of [<sup>11</sup>C]diprenorphine PET data for the partial-volume effect.
NeuroImage, 2013

Random forest-based similarity measures for multi-modal classification of Alzheimer's disease.
NeuroImage, 2013

Computer Aided Diagnosis of Intractable Epilepsy with MRI Imaging Based on Textural Information.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013

Improving whole-brain segmentations through incorporating regional image intensity statistics.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

2012
Multi-Scale hierarchical generation of PET parametric maps: Application and testing on a [<sup>11</sup>C]DPN study.
NeuroImage, 2012

Automated measurement of local white matter lesion volume.
NeuroImage, 2012

Multi-region analysis of longitudinal FDG-PET for the classification of Alzheimer's disease.
NeuroImage, 2012

Magnetic resonance imaging of the newborn brain: Manual segmentation of labelled atlases in term-born and preterm infants.
NeuroImage, 2012

Multi-class brain segmentation using atlas propagation and EM-based refinement.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
Global-two-stage filtering of clinical PET parametric maps: Application to [<sup>11</sup>C]-(R)-PK11195.
NeuroImage, 2011

Automatic morphometry in Alzheimer's disease and mild cognitive impairment.
NeuroImage, 2011

Regional Analysis of FDG-PET for the Classification of Alzheimers Disease.
Proceedings of the Medical Image Understanding and Analysis, 2011

Random Forest-Based Manifold Learning for Classification of Imaging Data in Dementia.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011

A repository of MR morphometry data in Alzheimer's disease and mild cognitive impairment.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Regional analysis of FDG-PET for use in the classification of Alzheimer'S Disease.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

2010
Measurement of hippocampal atrophy using 4D graph-cut segmentation: Application to ADNI.
NeuroImage, 2010

LEAP: Learning embeddings for atlas propagation.
NeuroImage, 2010

Reproducibility of thalamic segmentation based on probabilistic tractography.
NeuroImage, 2010

Use of the global-two-stage algorithm to improve parametric maps in PET imaging: Application to [11C](R)-PK11195.
NeuroImage, 2010

Identifying population differences in whole-brain structural networks: A machine learning approach.
NeuroImage, 2010

Multi-scale hierarchical generation of PET parametric maps: Application and testing on [11C]DPN study.
NeuroImage, 2010

Correction of [11C]diprenorphine PET data for the partial-volume effect: Quantification of opioid receptor binding following spontaneous epileptic seizures.
NeuroImage, 2010

A robust method to estimate the intracranial volume across MRI field strengths (1.5T and 3T).
NeuroImage, 2010

Improving intersubject image registration using tissue-class information benefits robustness and accuracy of multi-atlas based anatomical segmentation.
NeuroImage, 2010

Investigating the reproducibility of the novel Alpha-5 GABAA receptor PET ligand [11C]Ro15 4513.
NeuroImage, 2010

Measuring atrophy by simultaneous segmentation of serial MR images using 4-D graph-cuts.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Probabilistic white matter and fiber tract atlas construction.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Early diagnosis of dementia based on intersubject whole-brain dissimilarities.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Automatic volumetry can reveal visually undetected disease features on brain MR images in temporal lobe epilepsy.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
SPM-based count normalization provides excellent discrimination of mild Alzheimer's disease and amnestic mild cognitive impairment from healthy aging.
NeuroImage, 2009

Functional and structural synergy for resolution recovery and partial volume correction in brain PET.
NeuroImage, 2009

Evidence for endogenous opioid release in the amygdala during positive emotion.
NeuroImage, 2009

Automatic segmentation of the hippocampus and the amygdala driven by hybrid constraints: Method and validation.
NeuroImage, 2009

Multi-atlas based segmentation of brain images: Atlas selection and its effect on accuracy.
NeuroImage, 2009

Automatic segmentation of brain MRIs and mapping neuroanatomy across the human lifespan.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Segmentation of Subcortical Structures and the Hippocampus in Brain MRI Using Graph-Cuts and Subject-Specific A-Priori Information.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

The Mirror Method of Assessing Segmentation Quality in Atlas Label Propagation.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2008
Automatic segmentation of brain MRIs of 2-year-olds into 83 regions of interest.
NeuroImage, 2008

Automatic volumetry on MR brain images can support diagnostic decision making.
BMC Medical Imaging, 2008

Multivariate Statistical Analysis of Whole Brain Structural Networks Obtained Using Probabilistic Tractography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

2007
Automatic detection and quantification of hippocampal atrophy on MRI in temporal lobe epilepsy: A proof-of-principle study.
NeuroImage, 2007

Balancing bias, reliability, noise properties and the need for parametric maps in quantitative ligand PET: [<sup>11</sup>C]diprenorphine test-retest data.
NeuroImage, 2007

A systematic comparison of kinetic modelling methods generating parametric maps for [<sup>11</sup>C]-(R)-PK11195.
NeuroImage, 2007

Volumes, spatial extents and a probabilistic atlas of the human basal ganglia and thalamus.
NeuroImage, 2007

Automated localization of periventricular and subcortical white matter lesions.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Fully Automatic Segmentation of the Hippocampus and the Amygdala from MRI Using Hybrid Prior Knowledge.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Similarity Metrics for Groupwise Non-rigid Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Classifier Selection Strategies for Label Fusion Using Large Atlas Databases.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

2006
Automatic anatomical brain MRI segmentation combining label propagation and decision fusion.
NeuroImage, 2006

Diffeomorphic Registration Using B-Splines.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Multiclassifier Fusion in Human Brain MR Segmentation: Modelling Convergence.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

2005
Propagating labels of the human brain based on non-rigid MR image registration: an evaluation.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

Construction and Validation of Mean Shape Atlas Templates for Atlas-Based Brain Image Segmentation.
Proceedings of the Information Processing in Medical Imaging, 2005

2003
Quantitative MRI detects abnormalities in relatives of patients with epilepsy and malformations of cortical development.
NeuroImage, 2003

1996
Manuelle Segmentierung des retrokommissuralen Hippocampus anhand eines neuroanatomischen Meßprotokolls.
Proceedings of the Bildverarbeitung für die Medizin: Algorithmen, 1996


  Loading...