SFusion: Self-attention based N-to-One Multimodal Fusion Block

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SFusion: Self-attention based N-to-One Multimodal Fusion Block

26 August 2022

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Papers citing "SFusion: Self-attention based N-to-One Multimodal Fusion Block"

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Title
DeFusion: An Effective Decoupling Fusion Network for Multi-Modal Pregnancy Prediction Xueqiang Ouyang Jia Wei Wenjie Huo Xiaocong Wang Rui Li Jianlong Zhou 80 1 0 08 Jan 2025
Multimodal Deep Learning Cem Akkus Jiquan Ngiam Vladana Djakovic Steffen Jauch-Walser A. Khosla ... Jann Goschenhofer Honglak Lee A. Ng Daniel Schalk Matthias Aßenmacher 115 3,175 0 12 Jan 2023
Latent Correlation Representation Learning for Brain Tumor Segmentation with Missing MRI Modalities Tongxue Zhou S. Canu P. Vera S. Ruan 59 144 0 13 Apr 2021
Representation Disentanglement for Multi-modal brain MR Analysis J. Ouyang Ehsan Adeli K. Pohl Qingyu Zhao Greg Zaharchuk 46 37 0 23 Feb 2021
Multi-Domain Image Completion for Random Missing Input Data Liyue Shen Wentao Zhu Xiaosong Wang Lei Xing John M. Pauly ... Thomas Sanford Sherif Mehralivand Peter L. Choyke Bradford J. Wood Daguang Xu MedIm 64 70 0 10 Jul 2020
Robust Multimodal Brain Tumor Segmentation via Feature Disentanglement and Gated Fusion Cheng Chen Qi Dou Yueming Jin Hao Chen J. Qin Pheng-Ann Heng 63 150 0 22 Feb 2020
Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation Reuben Dorent Samuel Joutard Marc Modat Sébastien Ourselin Tom Vercauteren MedIm 60 123 0 25 Jul 2019
EmbraceNet: A robust deep learning architecture for multimodal classification Jun-Ho Choi Jong-Seok Lee 51 125 0 19 Apr 2019
nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation Fabian Isensee Jens Petersen André Klein David Zimmerer Paul F. Jaeger ... Jakob Wasserthal Gregor Koehler T. Norajitra Sebastian J. Wirkert Klaus H. Maier-Hein SSeg 93 786 0 27 Sep 2018