André Altmann

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 24

Top Venues

Saarland University (PHD)

Education History

Saarland University

PHD

Publications

Ana Lawry Aguila, André Altmann
A tutorial on multi-view autoencoders using the multi-view-AE library. CoRR (2024)
Hanyi Chen, Alexandra L. Young, Neil P. Oxtoby, Frederik Barkhof, Daniel C. Alexander, André Altmann
Transferability of Alzheimer's disease progression subtypes to an independent population cohort. NeuroImage 271 (2023)
Ana Lawry Aguila, Alejandra Jayme, Nina Montaña Brown, Vincent Heuveline, André Altmann
Multi-view-AE: A Python package for multi-view autoencoder models. J. Open Source Softw. 8 (86) (2023)
Ana Lawry Aguila, James Chapman, André Altmann
Multi-modal Variational Autoencoders for Normative Modelling Across Multiple Imaging Modalities. MICCAI (1) (2023)
Ana Lawry Aguila, James Chapman, André Altmann
Multi-modal Variational Autoencoders for normative modelling across multiple imaging modalities. CoRR (2023)
André Altmann, Ana C. Lawry Aguila, Neda Jahanshad, Paul M. Thompson, Marco Lorenzi
Tackling the dimensions in imaging genetics with CLUB-PLS. CoRR (2023)
Federica Cruciani, André Altmann, Marco Lorenzi, Gloria Menegaz, Ilaria Boscolo Galazzo
What PLS can still do for Imaging Genetics in Alzheimer's disease. BHI (2022)
Ana Lawry Aguila, James Chapman, Mohammed Janahi, André Altmann
Conditional VAEs for Confound Removal and Normative Modelling of Neurodegenerative Diseases. MICCAI (1) (2022)
Suhnyoung Jun, Thomas H. Alderson, André Altmann, Sepideh Sadaghiani
Dynamic trajectories of connectome state transitions are heritable. NeuroImage 256 (2022)
Liam F. Chalcroft, Jiongqi Qu, Sophie A. Martin, Iani J. M. B. Gayo, Giulio V. Minore, Imraj R. D. Singh, Shaheer U. Saeed, Qianye Yang, Zachary M. C. Baum, André Altmann, Yipeng Hu
Development and evaluation of intraoperative ultrasound segmentation with negative image frames and multiple observer labels. CoRR (2021)
Guglielmo Cerri, Manuel Tognon, André Altmann, Rosalba Giugno
Mining genetic, transcriptomic and imaging data in Parkinson's disease. ICHI (2021)
Marzia Antonella Scelsi, Valerio Napolioni, Michael D. Greicius, André Altmann, Alzheimer's Disease Neuroimaging Initiative, Alzheimer's Disease Sequencing Project
Network propagation of rare variants in Alzheimer's disease reveals tissue-specific hub genes and communities. PLoS Comput. Biol. 17 (1) (2021)
Liam F. Chalcroft, Jiongqi Qu, Sophie A. Martin, Iani J. M. B. Gayo, Giulio V. Minore, Imraj R. D. Singh, Shaheer U. Saeed, Qianye Yang, Zachary M. C. Baum, André Altmann, Yipeng Hu
Development and Evaluation of Intraoperative Ultrasound Segmentation with Negative Image Frames and Multiple Observer Labels. ASMUS@MICCAI (2021)
Leon M. Aksman, Peter A. Wijeratne, Neil P. Oxtoby, Arman Eshaghi, Cameron Shand, André Altmann, Daniel C. Alexander, Alexandra L. Young
pySuStaIn: A Python implementation of the Subtype and Stage Inference algorithm. SoftwareX 16 (2021)
Heba Elshatoury, Federica Cruciani, Francesco Zumerle, Silvia Francesca Storti, André Altmann, Marco Lorenzi, Gholamreza Anbarjafari, Gloria Menegaz, Ilaria Boscolo Galazzo
Disentangling the association between genetics and functional connectivity in Mild Cognitive Impairment. BHI (2021)
Santiago S. Silva R., André Altmann, Boris Gutman, Marco Lorenzi
Fed-BioMed: A General Open-Source Frontend Framework for Federated Learning in Healthcare. DART/DCL@MICCAI (2020)
Santiago S. Silva R., Boris A. Gutman, Eduardo Romero, Paul M. Thompson, André Altmann, Marco Lorenzi
Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data. ISBI (2019)
André Altmann, Janaina Mourão Miranda
Evidence For Bias Of Genetic Ancestry In Resting State Functional MRI. ISBI (2019)
Marco Lorenzi, André Altmann, Boris Gutman, Selina Wray, Charles Arber, Derrek P. Hibar, Neda Jahanshad, Jonathan M. Schott, Daniel C. Alexander, Paul M. Thompson, Sébastien Ourselin
in Alzheimer's disease, evidence from functional prioritization in imaging genetics. Proc. Natl. Acad. Sci. USA 115 (12) (2018)
Santiago S. Silva R., Boris Gutman, Eduardo Romero, Paul M. Thompson, André Altmann, Marco Lorenzi
Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data. CoRR (2018)
André Altmann, Manuel S. Schröter, Victor I. Spoormaker, S. A. Kiem, Denis Jordan, Rüdiger Ilg, Edward T. Bullmore, Michael D. Greicius, Michael Czisch, Philipp G. Sämann
Validation of non-REM sleep stage decoding from resting state fMRI using linear support vector machines. NeuroImage 125 (2016)
Marco Lorenzi, Boris Gutman, Derrek P. Hibar, André Altmann, Neda Jahanshad, Paul M. Thompson, Sébastien Ourselin
Partial least squares modelling for imaging-genetics in Alzheimer's disease: Plausibility and generalization. ISBI (2016)
André Altmann, Bernard Ng
Joint Feature Extraction from Functional Connectivity Graphs with Multi-task Feature Learning. PRNI (2015)
Bernard Ng, Anna-Clare Milazzo, André Altmann
Node-Based Gaussian Graphical Model for Identifying Discriminative Brain Regions from Connectivity Graphs. MLMI (2015)
Jonas Richiardi, André Altmann, Michael D. Greicius
Two Test Statistics for Cross-Modal Graph Community Significance. PRNI (2013)
André Altmann, Peter Weber, Carina Quast, Monika Rex-Haffner, Elisabeth B. Binder, Bertram Müller-Myhsok
vipR: variant identification in pooled DNA using R. Bioinform. 27 (13) (2011)
André Altmann, Laura Tolosi, Oliver Sander, Thomas Lengauer
Permutation importance: a corrected feature importance measure. Bioinform. 26 (10) (2010)
Thomas Lengauer, André Altmann, Alexander Thielen, Rolf Kaiser
Chasing the AIDS virus. Commun. ACM 53 (3) (2010)
Jasmina Bogojeska, Steffen Bickel, André Altmann, Thomas Lengauer
Dealing with sparse data in predicting outcomes of HIV combination therapies. Bioinform. 26 (17) (2010)
Thomas Lengauer, André Altmann, Alexander Thielen
Bioinformatische Unterstützung der Auswahl von HIV-Therapien. Inform. Spektrum 32 (4) (2009)
Juliane Perner, André Altmann, Thomas Lengauer
Semi-Supervised Learning for Improving Prediction of HIV Drug Resistance. GCB (2009)
Jasmina Bogojeska, Adrian Alexa, André Altmann, Thomas Lengauer, Jörg Rahnenführer
Rtreemix: an R package for estimating evolutionary pathways and genetic progression scores. Bioinform. 24 (20) (2008)
Michal Rosen-Zvi, André Altmann, Mattia C. F. Prosperi, Ehud Aharoni, Hani Neuvirth, Anders Sönnerborg, Eugen Schülter, Daniel Struck, Yardena Peres, Francesca Incardona, Rolf Kaiser, Maurizio Zazzi, Thomas Lengauer
Selecting anti-HIV therapies based on a variety of genomic and clinical factors. ISMB (2008)

André Altmann.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

André Altmann