Matthias Perkonigg

Contact 

prof2

Matthias Perkonigg
matthias.perkonigg @ meduniwien.ac.at
Tel: +43 1 40400 73722
Computational Imaging Research Lab
Department of Biomedical Imaging and Image-guided Therapy
Medical University of Vienna
Waehringer Guertel 18-20
A-1090 Vienna / Austria

Research Interests

- Deep Learning on Medical Imaging Data

- Unsupervised Learning

- Medical Image Analysis

Short CV

Matthias Perkonigg is a PhD Student at the Medical University of Vienna. He graduated the master study of medical informatics at the Vienna University of Technology (TU Wien) in 2018.

Publications

Hofmanninger J.* and Perkonigg M.*, Brink J.A., Pianykh O., Herold C., Langs G., Dynamic memory to alleviate catastrophic forgetting in continuous learning settingsProceedings of MICCAI 2020, October 2020. *Contributed equally

Perkonigg M., Sobotka D., Ba-Ssalamah A., Langs G., Unsupervised deep clustering for predictive texture pattern discovery in medical imagesProceedings of Medical Imaging meets NeurIPS 2019arXiv

Perkonigg M., Hofmanninger J., Weber M.-A., Menze B., Langs G., Detecting Bone Lesions in Multiple Myeloma Patients using Transfer Learning, Proceedings of Data-Driven Treatment Response Workshop (MICCAI DATRA 2018), 2018.