André Altmann
Orcid: 0000-0002-9265-2393
According to our database1,
André Altmann
authored at least 32 papers
between 2008 and 2024.
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Bibliography
2024
Disentangled Diffusion Autoencoder for Harmonization of Multi-site Neuroimaging Data.
CoRR, 2024
2023
J. Open Source Softw., June, 2023
Transferability of Alzheimer's disease progression subtypes to an independent population cohort.
NeuroImage, May, 2023
Multi-modal Variational Autoencoders for Normative Modelling Across Multiple Imaging Modalities.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
2022
Conditional VAEs for Confound Removal and Normative Modelling of Neurodegenerative Diseases.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
2021
SoftwareX, 2021
Network propagation of rare variants in Alzheimer's disease reveals tissue-specific hub genes and communities.
PLoS Comput. Biol., 2021
Development and Evaluation of Intraoperative Ultrasound Segmentation with Negative Image Frames and Multiple Observer Labels.
Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021
Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021
Disentangling the association between genetics and functional connectivity in Mild Cognitive Impairment.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021
2020
Fed-BioMed: A General Open-Source Frontend Framework for Federated Learning in Healthcare.
Proceedings of the Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning, 2020
2019
Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
2018
Susceptibility of brain atrophy to <i>TRIB3</i> in Alzheimer's disease, evidence from functional prioritization in imaging genetics.
Proc. Natl. Acad. Sci. USA, 2018
2016
Validation of non-REM sleep stage decoding from resting state fMRI using linear support vector machines.
NeuroImage, 2016
Partial least squares modelling for imaging-genetics in Alzheimer's disease: Plausibility and generalization.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
2015
Joint Feature Extraction from Functional Connectivity Graphs with Multi-task Feature Learning.
Proceedings of the 2015 International Workshop on Pattern Recognition in NeuroImaging, 2015
Node-Based Gaussian Graphical Model for Identifying Discriminative Brain Regions from Connectivity Graphs.
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015
2013
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013
2011
2010
Bioinformatical approaches to ranking of anti-HIV combination therapies and planning of treatment schedules.
PhD thesis, 2010
Bioinform., 2010
2009
Proceedings of the German Conference on Bioinformatics 2009, 2009
2008
Rtreemix: an R package for estimating evolutionary pathways and genetic progression scores.
Bioinform., 2008
Proceedings of the Proceedings 16th International Conference on Intelligent Systems for Molecular Biology (ISMB), 2008