Publikationen

Publikationen Künstliche Intelligenz

D. Major, D. Lenis, M. Wimmer, G. Sluiter, A. Berg, K. Bühler (2020)

Interpreting Medical Image Classifiers by Optimization Based Counterfactual Impact Analysis

ISBI 2020

Bibtex
J. Kaczanowska, F. Ganglberger, B. Galik, A. Hess, Y. Moodley, K. Bühler, W. Haubensak (2019)

Molecular archaeology of the human brain

bioRxiv

Bibtex
A. A. Novikow, D. Major, M. Wimmer, D. Lenis, K. Bühler (2018)

Deep Sequential Segmentation of Organs in Volumetric Medical Scans

IEEE Transactions on Medical Imaging

Bibtex
PDF
S. Oeltze-Jafra, Vilanova Bartrolí Anna, K. Bühler, S. Engelhardt, N. Pezzotti, B. Preim (2018)

Blending Visualization with Data Mining and Machine Learning for Biomedical Data Analysis

21st INTERNATIONAL CONFERENCE ON MEDICAL IMAGE COMPUTING & COMPUTER ASSISTED INTERVENTION

Bibtex
PDF
M. Wimmer, D. Major, A. A. Novikow, K. Bühler (2018)

Fully automatic cross-modality localization and labeling of vertebral bodies and intervertebral discs in 3D spinal images

International Journal of Computer Assisted Radiology and Surgery

Bibtex
A. A. Novikow, D. Lenis, D. Major, J. Hladůvka, M. Wimmer, K. Bühler (2018)

Fully Convolutional Architectures for Multi-Class Segmentation in Chest Radiographs

IEEE Transactions on Medical Imaging

Bibtex
F. Ganglberger, J. Kaczanowska, J. M. Penninger, A. Hess, K. Bühler, W. Haubensak (2017)

Predicting functional neuroanatomical maps from fusing brain networks with genetic information

NeuroImage

Bibtex
A. A. Novikow, D. Major, M. Wimmer, G. Sluiter, K. Bühler (2017)

Automated Anatomy-Based Tracking of Systemic Arteries in Arbitrary Field-of-View CTA Scans

IEEE Transactions on Medical Imaging

Bibtex