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Neural posterior estimation of the neutrino direction in IceCube using transformer-encoded normalizing flows on the sphere2026 arXiv (Cornell University) preprint Physics and Astronomy Neutrino Physics Research Open access
R. Abbasi, M. Ackermann, J. Adams, J. A. Aguilar, M. Ahlers, J. M. Alameddine, +94 more
0citations -
Analyzing components of a transformer under different dataset scales in 3D prostate CT segmentation2023 SPIE Medical Imaging: Image Processing conference-paper Computer Science Medical Image Segmentation Techniques
Yicong Tan, Prerak Mody, Viktor van der Valk, Marius Staring, Jan C. van Gemert
0citations -
TransCeption: Enhancing Medical Image Segmentation with an Inception-Like Transformer Design for Efficient Feature Fusion2025 Computational Visual Media article Computer Science Medical Image Segmentation Techniques Open access
Reza Azad, Yiwei Jia, Ehsan Khodapanah Aghdam, Julien Cohen‐Adad, Dorit Merhof
8citations -
Utnetpara: A Hybrid CNN-Transformer Architecture with Multi-Scale Fusion for Whole-Slide Image Segmentation2024 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science AI in cancer detection
Boqiang Huang, Jiayu Ying, Ruizhi Lyu, Nadine S. Schaadt, Barbara M. Klinkhammer, Peter Boor, +3 more
3citations -
Recurrent and convolutional neural networks in structural dynamics: a modified attention steered encoder–decoder architecture versus LSTM versus GRU versus TCN topologies to predict the response of shock wave-loaded plates31citations
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POST-IVUS: A perceptual organisation-aware selective transformer framework for intravascular ultrasound segmentation2023 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques Open access
Xingru Huang, Retesh Bajaj, Yilong Li, Xin Ye, Ji Lin, Francesca Pugliese, +8 more
21citations -
SEG-MAT: 3D Shape Segmentation Using Medial Axis Transform2020 IEEE Transactions on Visualization and Computer Graphics article Engineering 3D Shape Modeling and Analysis Open access cited by 1 patent
Cheng Lin, Lingjie Liu, Changjian Li, Leif P. Kobbelt, Bin Wang, Shiqing Xin, +1 more
43citations -
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) conference-paper Computer Science Medical Image Segmentation Techniques
Moein Heidari, Amirhossein Kazerouni, Milad Soltany, Reza Azad, Ehsan Khodapanah Aghdam, Julien Cohen‐Adad, +1 more
526citations -
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation2022 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access
Moein Heidari, Amirhossein Kazerouni, Milad Soltany, Reza Azad, Ehsan Khodapanah Aghdam, Julien Cohen‐Adad, +1 more
3citations