Axel Rominger
Orcid: 0000-0002-1954-736X
According to our database1,
Axel Rominger authored at least 29 papers
between 2010 and 2026.
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Bibliography
2026
LeqMod: Adaptable Lesion-Quantification-Consistent Modulation for Deep Learning Low-Count PET Image Denoising.
IEEE Trans. Medical Imaging, March, 2026
TheraAgent: Multi-Agent Framework with Self-Evolving Memory and Evidence-Calibrated Reasoning for PET Theranostics.
CoRR, March, 2026
Dose-aware diffusion model for 3D PET image denoising: Multi-institutional validation with reader study and real low-dose data.
Medical Image Anal., 2026
2025
Patient-specific AI for generation of 3D dosimetry imaging from two 2D-planar measurements.
CoRR, October, 2025
Artificial intelligence for simplified patient-centered dosimetry in radiopharmaceutical therapies.
CoRR, October, 2025
Fed-NDIF: A Noise-Embedded Federated Diffusion Model For Low-Count Whole-Body PET Denoising.
CoRR, March, 2025
Developing a PET/CT Foundation Model for Cross-Modal Anatomical and Functional Imaging.
CoRR, March, 2025
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025
2024
Detection of individual brain tau deposition in Alzheimer's disease based on latent feature-enhanced generative adversarial network.
NeuroImage, 2024
2023
FedFTN: Personalized federated learning with deep feature transformation network for multi-institutional low-count PET denoising.
Medical Image Anal., December, 2023
FedFTN: Personalized Federated Learning with Deep Feature Transformation Network for Multi-institutional Low-count PET Denoising.
CoRR, 2023
Self-supervised Learning for Physiologically-Based Pharmacokinetic Modeling in Dynamic PET.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
2022
Adopting transfer learning for neuroimaging: a comparative analysis with a custom 3D convolution neural network model.
BMC Medical Informatics Decis. Mak., November, 2022
Non-Invasive Glucose Metabolism Quantification Method Based on Unilateral ICA Image Derived Input Function by Hybrid PET/MR in Ischemic Cerebrovascular Disease.
IEEE J. Biomed. Health Informatics, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
Microglial activation in the right amygdala-entorhinal-hippocampal complex is associated with preserved spatial learning in <i>App<sup>NL-G-F</sup></i> mice.
NeuroImage, 2021
Development of a deep learning method for CT-free correction for an ultra-long axial field of view PET scanner.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
In silico study on radiobiological efficacy of Ac-225 and Lu-177 for PSMA-guided radiotherapy.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2019
A 3D Deep Residual Convolutional Neural Network for Differential Diagnosis of Parkinsonian Syndromes on <sup>18</sup>F-FDG PET Images.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Deep Neural Network for Automatic Characterization of Lesions on 68Ga-PSMA PET/CT Images.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
Coupling between physiological TSPO expression in brain and myocardium allows stabilization of late-phase cerebral [<sup>18</sup>F]GE180 PET quantification.
NeuroImage, 2018
Learning Optimal Deep Projection of <sup>18</sup>F-FDG PET Imaging for Early Differential Diagnosis of Parkinsonian Syndromes.
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018
2017
Frontiers Neuroinformatics, 2017
2015
Improved longitudinal [<sup>18</sup>F]-AV45 amyloid PET by white matter reference and VOI-based partial volume effect correction.
NeuroImage, 2015
Distinguishing Parkinson's disease from atypical parkinsonian syndromes using PET data and a computer system based on support vector machines and Bayesian networks.
Frontiers Comput. Neurosci., 2015
2014
Impact of partial volume effect correction on cerebral β-amyloid imaging in APP-Swe mice using [<sup>18</sup>F]-florbetaben PET.
NeuroImage, 2014
2010
NeuroImage, 2010
Uptake and binding of the serotonin 5-HT<sub>1A</sub> antagonist [<sup>18</sup>F]-MPPF in brain of rats: Effects of the novel P-glycoprotein inhibitor tariquidar.
NeuroImage, 2010