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Thaler Franz |

Publications

** = Publications listed in SCI/SSCI/Pubmed

Bonheur, S; Thaler, F; Pienn, M; Olschewski, H; Bischof, H; Urschler, M OnlyCaps-Net, a capsule only based neural network for 2D and 3D semantic segmentation
Proceedings of the International Conference on Medical Image Computing and Computer-Assisted Intervention. 2022; -International Conference on Medical Image Computing and Computer-Assisted Intervention; SEP 18-22, 2022; Singapore, Singapore. [Poster]

** Ma, J; Zhang, Y; Gu, S; An, XL; Wang, ZH; Ge, C; Wang, CC; Zhang, F; Wang, Y; Xu, YA; Gou, SP; Thaler, F; Payer, C; Stern, D; Henderson, EGA; McSweeney, DM; Green, A; Jackson, P; McIntosh, L; Nguyen, QC; Qayyum, A; Conze, PH; Huang, ZY; Zhou, ZQ; Fan, DP; Xiong, H; Dong, GQ; Zhu, QJ; He, J; Yang, XP Fast and Low-GPU-memory abdomen CT organ segmentation: The FLARE challenge
MED IMAGE ANAL. 2022; 82: 102616 Doi: 10.1016/j.media.2022.102616
Web of Science PubMed FullText FullText_MUG

Kasseroller, K; Thaler, F; Payer, C; Stern, D Collaborative Multi-agent Reinforcement Learning for Landmark Localization Using Continuous Action Space
Proceedings of the 27th International Conference on Information Processing in Medical Imaging. 2021; -International Conference on Information Processing in Medical Imaging; JUN 28-30, 2021; Bornholm, Denmark. [Onlinepräsentation]

Thaler, F; Payer, C; Bischof, H; Stern, D Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory Requirements
arXiv preprint arXiv:2111.13630. 2021; -MICCAI 2021 FLARE Challenge: Fast and Low GPU Memory Abdominal Organ Segmentation; OCT 1, 2021; Strasbourg, FRANCE. [Onlinepräsentation]

Thaler, F; Payer, C; Urschler, M; Stern, D Modeling Annotation Uncertainty with Gaussian Heatmaps in Landmark Localization
Journal of Machine Learning for Biomedical Imaging. 2021;

** Neumayer, B; Lesch, A; Thaler, F; Widek, T; Tschauner, S; De Tobel, J; Ehammer, T; Kirnbauer, B; Boldt, J; van Wijk, M; Stollberger, R; Urschler, M The four-minute approach revisited: accelerating MRI-based multi-factorial age estimation.
Int J Legal Med. 2020; 134(4):1475-1485 Doi: 10.1007/s00414-019-02231-w [OPEN ACCESS]
Web of Science PubMed FullText FullText_MUG

Thaler F; Hammernik, K; Payer, C; Urschler, M; Stern, D Sparse-View CT Reconstruction Using Wasserstein GANs
Lecture Notes of Computer Science (LNCS). 2018; 11074: 75-82.-Machine Learning for Medical Image Reconstruction (MLMIR) Workshop at MICCAI 2018; SEP, 2018; Granada, SPAIN. [Poster]
FullText

Thaler, F; Payer, C; Štern, D Volumetric Reconstruction from a Limited Number of Digitally Reconstructed Radiographs Using CNNs.
Proceedings of the OAGM Workshop, pp. 13-19. 2018.. 2018; 13-19.-OAGM Workshop; MAY 16-17, 2018; Hall/Tyrol, AUSTRIA. [Oral Communication]
FullText