Matthias Becker

Orcid: 0000-0002-7120-4508

Affiliations:
  • Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Bonn, Germany
  • University of Geneva, MIRALab, Switzerland (former)


According to our database1, Matthias Becker authored at least 15 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Small molecule autoencoders: architecture engineering to optimize latent space utility and sustainability.
J. Cheminformatics, December, 2024

Towards Biologically Plausible and Private Gene Expression Data Generation.
CoRR, 2024

2022
hCoCena: horizontal integration and analysis of transcriptomics datasets.
Bioinform., October, 2022

2020
Scaling Genomics Data Processing with Memory-Driven Computing to Accelerate Computational Biology.
Proceedings of the High Performance Computing - 35th International Conference, 2020

2019
Accelerated Genomics Data Processing using Memory-Driven Computing.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2017
Muscle Tissue Labeling of Human Lower Limb in Multi-Channel mDixon MR Imaging: Concepts and Applications.
IEEE ACM Trans. Comput. Biol. Bioinform., 2017

2016
Efficient extraction of musculoskeletal structures from multi-channel MR images.
PhD thesis, 2016

Model-based segmentation in orbital volume measurement with cone beam computed tomography and evaluation against current concepts.
Int. J. Comput. Assist. Radiol. Surg., 2016

A computational approach to calculate personalized pennation angle based on MRI: effect on motion analysis.
Int. J. Comput. Assist. Radiol. Surg., 2016

Coupling strategies for multi-resolution deformable meshes: expanding the pyramid approach beyond its one-way nature.
Int. J. Comput. Assist. Radiol. Surg., 2016

2015
Development of a reliable method for orbit segmentation & measuring.
Proceedings of the 2015 IEEE International Symposium on Medical Measurements and Applications, 2015

2014
Multimodal composition of the digital patient: a strategy for the knee articulation.
Vis. Comput., 2014

Open framework for management and processing of multi-modality and multidimensional imaging data for analysis and modelling muscular function.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014

Muscle tissue labeling of human lower extremities in multi-channel mDixon MR imaging: Concepts and applications.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

Deformable Models in Medical Image Segmentation.
Proceedings of the 3D Multiscale Physiological Human, 2014


  Loading...