Alexander Hammers
Orcid: 0000-0001-9530-4848
According to our database1,
Alexander Hammers
authored at least 80 papers
between 1996 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
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
A Comparative Study of Population-Graph Construction Methods and Graph Neural Networks for Brain Age Regression.
Proceedings of the Graphs in Biomedical Image Analysis, and Overlapped Cell on Tissue Dataset for Histopathology, 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
Proceedings of the Machine Learning in Clinical Neuroimaging - 5th International Workshop, 2022
2021
NeuroImage, 2021
Medical Image Anal., 2021
Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data, 2021
2020
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
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
2016
Using [<sup>11</sup>C]Ro15 4513 PET to characterise GABA-benzodiazepine receptors in opiate addiction: Similarities and differences with alcoholism.
NeuroImage, 2016
Proceedings of the Simulation and Synthesis in Medical Imaging, 2016
2015
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
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
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
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
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
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
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
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
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
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
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
2008
NeuroImage, 2008
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
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
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
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
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
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