Classification of brain MRI with big data and deep 3D convolutional neural networks V Wegmayr, S Aitharaju, J Buhmann Medical Imaging 2018: Computer-Aided Diagnosis 10575, 406-412, 2018 | 72 | 2018 |
Robustness of magnetic and electric domains against charge carrier doping in multiferroic hexagonal ErMnO3 E Hassanpour, V Wegmayr, J Schaab, Z Yan, E Bourret, T Lottermoser, ... New Journal of Physics 18 (4), 043015, 2016 | 33 | 2016 |
Instance segmentation for the quantification of microplastic fiber images V Wegmayr, A Sahin, B Saemundsson, J Buhmann Proceedings of the IEEE/CVF winter conference on applications of computer …, 2020 | 19 | 2020 |
Generative aging of brain MRI for early prediction of MCI-AD conversion V Wegmayr, M Hörold, JM Buhmann 2019 IEEE 16th international symposium on biomedical imaging (ISBI 2019 …, 2019 | 18 | 2019 |
Data-driven fiber tractography with neural networks V Wegmayr, G Giuliari, S Holdener, J Buhmann 2018 IEEE 15th international symposium on biomedical imaging (ISBI 2018 …, 2018 | 18 | 2018 |
Entrack: Probabilistic spherical regression with entropy regularization for fiber tractography V Wegmayr, JM Buhmann International Journal of Computer Vision 129 (3), 656-680, 2021 | 14 | 2021 |
Transfer learning by adaptive merging of multiple models R Geyer, L Corinzia, V Wegmayr International Conference on Medical Imaging with Deep Learning, 185-196, 2019 | 13 | 2019 |
Generative aging of brain MR-images and prediction of Alzheimer progression V Wegmayr, M Hörold, JM Buhmann Pattern Recognition: 41st DAGM German Conference, DAGM GCPR 2019, Dortmund …, 2019 | 13 | 2019 |
Alzheimer classification with MR images: Exploration of CNN performance factors V Wegmayr, D Haziza | 9 | 2018 |
Entrack: A data-driven maximum-entropy approach to fiber tractography V Wegmayr, G Giuliari, JM Buhmann Pattern Recognition: 41st DAGM German Conference, DAGM GCPR 2019, Dortmund …, 2019 | 3 | 2019 |
Machine Learning Algorithms for Dementia Diagnosis and Prognosis from Brain MRI Data V Wegmayr ETH Zurich, 2020 | 1 | 2020 |