André Altmann

According to our database, André Altmann authored at least 31 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A tutorial on multi-view autoencoders using the multi-view-AE library.

Ana Lawry Aguila, André Altmann

CoRR, 2024

2023

Multi-view-AE: A Python package for multi-view autoencoder models.

Ana Lawry Aguila, Alejandra Jayme, Nina Montaña Brown, Vincent Heuveline, André Altmann

J. Open Source Softw., June, 2023

Transferability of Alzheimer's disease progression subtypes to an independent population cohort.

Hanyi Chen, Alexandra L. Young, Neil P. Oxtoby, Frederik Barkhof, Daniel C. Alexander, André Altmann

NeuroImage, May, 2023

Tackling the dimensions in imaging genetics with CLUB-PLS.

André Altmann, Ana C. Lawry Aguila, Neda Jahanshad, Paul M. Thompson, Marco Lorenzi

CoRR, 2023

Multi-modal Variational Autoencoders for Normative Modelling Across Multiple Imaging Modalities.

Ana Lawry Aguila, James Chapman, André Altmann

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Dynamic trajectories of connectome state transitions are heritable.

Suhnyoung Jun, Thomas H. Alderson, André Altmann, Sepideh Sadaghiani

NeuroImage, 2022

Conditional VAEs for Confound Removal and Normative Modelling of Neurodegenerative Diseases.

Ana Lawry Aguila, James Chapman, Mohammed Janahi, André Altmann

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

What PLS can still do for Imaging Genetics in Alzheimer's disease.

Federica Cruciani, André Altmann, Marco Lorenzi, Gloria Menegaz, Ilaria Boscolo Galazzo

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

pySuStaIn: A Python implementation of the Subtype and Stage Inference algorithm.

Leon M. Aksman, Peter A. Wijeratne, Neil P. Oxtoby, Arman Eshaghi, Cameron Shand, André Altmann, Daniel C. Alexander, Alexandra L. Young

SoftwareX, 2021

Network propagation of rare variants in Alzheimer's disease reveals tissue-specific hub genes and communities.

Marzia Antonella Scelsi, Valerio Napolioni, Michael D. Greicius, André Altmann, Alzheimer's Disease Neuroimaging Initiative, Alzheimer's Disease Sequencing Project

PLoS Comput. Biol., 2021

Development and Evaluation of Intraoperative Ultrasound Segmentation with Negative Image Frames and Multiple Observer Labels.

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

Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021

Mining genetic, transcriptomic and imaging data in Parkinson's disease.

Guglielmo Cerri, Manuel Tognon, André Altmann, Rosalba Giugno

Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021

Disentangling the association between genetics and functional connectivity in Mild Cognitive Impairment.

Heba Elshatoury, Federica Cruciani, Francesco Zumerle, Silvia Francesca Storti, André Altmann, Marco Lorenzi, Gholamreza Anbarjafari, Gloria Menegaz, Ilaria Boscolo Galazzo

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.

Santiago Silva, André Altmann, Boris Gutman, Marco Lorenzi

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.

Santiago Silva, Boris A. Gutman, Eduardo Romero, Paul M. Thompson, André Altmann, Marco Lorenzi

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Evidence For Bias Of Genetic Ancestry In Resting State Functional MRI.

André Altmann, Janaina Mourão Miranda

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.

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

Proc. Natl. Acad. Sci. USA, 2018

2016

Validation of non-REM sleep stage decoding from resting state fMRI using linear support vector machines.

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

NeuroImage, 2016

Partial least squares modelling for imaging-genetics in Alzheimer's disease: Plausibility and generalization.

Marco Lorenzi, Boris Gutman, Derrek P. Hibar, André Altmann, Neda Jahanshad, Paul M. Thompson, Sébastien Ourselin

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015

Joint Feature Extraction from Functional Connectivity Graphs with Multi-task Feature Learning.

André Altmann, Bernard Ng

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.

Bernard Ng, Anna-Clare Milazzo, André Altmann

Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015

2013

Two Test Statistics for Cross-Modal Graph Community Significance.

Jonas Richiardi, André Altmann, Michael D. Greicius

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013

2011

vipR: variant identification in pooled DNA using R.

André Altmann, Peter Weber, Carina Quast, Monika Rex-Haffner, Elisabeth B. Binder, Bertram Müller-Myhsok

Bioinform., 2011

2010

Bioinformatical approaches to ranking of anti-HIV combination therapies and planning of treatment schedules.

André Altmann

PhD thesis, 2010

Chasing the AIDS virus.

Thomas Lengauer, André Altmann, Alexander Thielen, Rolf Kaiser

Commun. ACM, 2010

Dealing with sparse data in predicting outcomes of HIV combination therapies.

Jasmina Bogojeska, Steffen Bickel, André Altmann, Thomas Lengauer

Bioinform., 2010

Permutation importance: a corrected feature importance measure.

André Altmann, Laura Tolosi, Oliver Sander, Thomas Lengauer

Bioinform., 2010

2009

Bioinformatische Unterstützung der Auswahl von HIV-Therapien.

Thomas Lengauer, André Altmann, Alexander Thielen

Inform. Spektrum, 2009

Semi-Supervised Learning for Improving Prediction of HIV Drug Resistance.

Juliane Perner, André Altmann, Thomas Lengauer

Proceedings of the German Conference on Bioinformatics 2009, 2009

2008

Rtreemix: an R package for estimating evolutionary pathways and genetic progression scores.

Jasmina Bogojeska, Adrian Alexa, André Altmann, Thomas Lengauer, Jörg Rahnenführer

Bioinform., 2008

Selecting anti-HIV therapies based on a variety of genomic and clinical factors.

Michal Rosen-Zvi, André Altmann, Mattia Prosperi, Ehud Aharoni, Hani Neuvirth, Anders Sönnerborg, Eugen Schülter, Daniel Struck, Yardena Peres, Francesca Incardona, Rolf Kaiser, Maurizio Zazzi, Thomas Lengauer

Proceedings of the Proceedings 16th International Conference on Intelligent Systems for Molecular Biology (ISMB), 2008