Follow
Johannes Hofmanninger
Title
Cited by
Cited by
Year
Automatic lung segmentation in routine imaging is primarily a data diversity problem, not a methodology problem
J Hofmanninger, F Prayer, J Pan, S Röhrich, H Prosch, G Langs
European Radiology Experimental 4 (1), 1-13, 2020
1452020
Mapping visual features to semantic profiles for retrieval in medical imaging
J Hofmanninger, G Langs
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015
472015
Machine learning: from radiomics to discovery and routine
G Langs, S Röhrich, J Hofmanninger, F Prayer, J Pan, C Herold, H Prosch
Der Radiologe 58 (1), 1-6, 2018
452018
Volumetry based biomarker speed of growth: Quantifying the change of total tumor volume in whole-body magnetic resonance imaging over time improves risk stratification of …
M Wennmann, L Kintzelé, M Piraud, BH Menze, T Hielscher, ...
Oncotarget 9 (38), 25254, 2018
152018
Unsupervised identification of clinically relevant clusters in routine imaging data
J Hofmanninger, M Krenn, M Holzer, T Schlegl, H Prosch, G Langs
International Conference on Medical Image Computing and Computer-Assisted …, 2016
152016
Artificial intelligence in lung imaging
F Prayer, S Röhrich, J Pan, J Hofmanninger, G Langs, H Prosch
Der Radiologe 60 (1), 42-47, 2020
142020
Heterogeneity and matching of ventilation and perfusion within anatomical lung units in rats
RW Glenny, C Bauer, J Hofmanninger, WJ Lamm, MA Krueger, ...
Respiratory physiology & neurobiology 189 (3), 594-606, 2013
142013
Variability of computed tomography radiomics features of fibrosing interstitial lung disease: A test-retest study
F Prayer, J Hofmanninger, M Weber, D Kifjak, A Willenpart, J Pan, ...
Methods 188, 98-104, 2021
132021
Effects of individualized electrical impedance tomography and image reconstruction settings upon the assessment of regional ventilation distribution: Comparison to 4 …
F Thürk, S Boehme, D Mudrak, S Kampusch, A Wielandner, H Prosch, ...
PloS one 12 (8), e0182215, 2017
132017
Dynamic memory to alleviate catastrophic forgetting in continuous learning settings
J Hofmanninger, M Perkonigg, JA Brink, O Pianykh, C Herold, G Langs
International Conference on Medical Image Computing and Computer-Assisted …, 2020
122020
Forian Prayer, Jeanny Pan, Sebastian Röhrich, Helmut Prosch, and Georg Langs. Automatic lung segmentation in routine imaging is primarily a data diversity problem, not a …
J Hofmanninger
European Radiology Experimental 4 (1), 1-13, 2020
112020
Dynamic memory to alleviate catastrophic forgetting in continual learning with medical imaging
M Perkonigg, J Hofmanninger, CJ Herold, JA Brink, O Pianykh, H Prosch, ...
Nature Communications 12 (1), 1-12, 2021
62021
Prospects and challenges of radiomics by using nononcologic routine chest CT
S Röhrich, J Hofmanninger, F Prayer, H Müller, H Prosch, G Langs
Radiology: Cardiothoracic Imaging 2 (4), 2020
62020
Künstliche Intelligenz in der Bildgebung der Lunge
F Prayer, S Röhrich, J Pan, J Hofmanninger, G Langs, H Prosch
Der Radiologe 60 (1), 42-47, 2020
52020
Asymmetric cascade networks for focal Bone lesion prediction in multiple myeloma
R Licandro, J Hofmanninger, M Perkonigg, S Röhrich, MA Weber, ...
arXiv preprint arXiv:1907.13539, 2019
42019
Radiomics score predicts acute respiratory distress syndrome based on the initial CT scan after trauma
S Röhrich, J Hofmanninger, L Negrin, G Langs, H Prosch
European Radiology 31 (8), 5443-5453, 2021
32021
Continual active learning for efficient adaptation of machine learning models to changing image acquisition
M Perkonigg, J Hofmanninger, G Langs
International Conference on Information Processing in Medical Imaging, 649-660, 2021
22021
Machine learning in radiology: terminology from individual timepoint to trajectory
G Langs, U Attenberger, R Licandro, J Hofmanninger, M Perkonigg, ...
Der Radiologe 60 (1), 6-14, 2020
22020
Maschinelles Lernen in der Radiologie
G Langs, U Attenberger, R Licandro, J Hofmanninger, M Perkonigg, ...
Der Radiologe 60 (1), 6-14, 2020
22020
Predicting future bone infiltration patterns in multiple myeloma
R Licandro, J Hofmanninger, MA Weber, B Menze, G Langs
International Workshop on Patch-based Techniques in Medical Imaging, 76-84, 2018
22018
The system can't perform the operation now. Try again later.
Articles 1–20