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Mixed Transformer U-Net For Medical Image Segmentation


Nov 11, 2021
Hongyi Wang, Shiao Xie, Lanfen Lin, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong


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Multi-phase Liver Tumor Segmentation with Spatial Aggregation and Uncertain Region Inpainting


Aug 05, 2021
Yue Zhang, Chengtao Peng, Liying Peng, Huimin Huang, Ruofeng Tong, Lanfen Lin, Jingsong Li, Yen-Wei Chen, Qingqing Chen, Hongjie Hu, Zhiyi Peng

* To appear in MICCAI 2021 

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Genotype-Guided Radiomics Signatures for Recurrence Prediction of Non-Small-Cell Lung Cancer


Apr 29, 2021
Panyanat Aonpong, Yutaro Iwamoto, Xian-Hua Han, Lanfen Lin, Yen-Wei Chen

* 11 pages, 9 figures, 4 Tables 

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Graph-based Pyramid Global Context Reasoning with a Saliency-aware Projection for COVID-19 Lung Infections Segmentation


Mar 07, 2021
Huimin Huang, Ming Cai, Lanfen Lin, Jing Zheng, Xiongwei Mao, Xiaohan Qian, Zhiyi Peng, Jianying Zhou, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong


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PA-ResSeg: A Phase Attention Residual Network for Liver Tumor Segmentation from Multi-phase CT Images


Feb 27, 2021
Yingying Xu, Ming Cai, Lanfen Lin, Yue Zhang, Hongjie Hu, Zhiyi Peng, Qiaowei Zhang, Qingqing Chen, Xiongwei Mao, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong

* A self-archive version to be published in Medical Physics, awaiting minor revision 

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VolumeNet: A Lightweight Parallel Network for Super-Resolution of Medical Volumetric Data


Oct 24, 2020
Yinhao Li, Yutaro Iwamoto, Lanfen Lin, Rui Xu, Yen-Wei Chen


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Unsupervised MRI Super-Resolution Using Deep External Learning and Guided Residual Dense Network with Multimodal Image Priors


Oct 02, 2020
Yutaro Iwamoto, Kyohei Takeda, Yinhao Li, Akihiko Shiino, Yen-Wei Chen

* 10 pages, 3 figures 

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Unsupervised MRI Super-Resolution using Deep External Learning and Guided Residual Dense Network with Multimodal Image Priors


Aug 27, 2020
Yutaro Iwamoto, Kyohei Takeda, Yinhao Li, Akihiko Shiino, Yen-Wei Chen

* 10 pages, 3 figures 

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Interactive Deep Refinement Network for Medical Image Segmentation


Jun 27, 2020
Titinunt Kitrungrotsakul, Iwamoto Yutaro, Lanfen Lin, Ruofeng Tong, Jingsong Li, Yen-Wei Chen

* 10 pages, 4 figures 

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Boosting Connectivity in Retinal Vessel Segmentation via a Recursive Semantics-Guided Network


Apr 24, 2020
Rui Xu, Tiantian Liu, Xinchen Ye, Yen-Wei Chen


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UNet 3+: A Full-Scale Connected UNet for Medical Image Segmentation


Apr 19, 2020
Huimin Huang, Lanfen Lin, Ruofeng Tong, Hongjie Hu, Qiaowei Zhang, Yutaro Iwamoto, Xianhua Han, Yen-Wei Chen, Jian Wu


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A Cascade of 2.5D CNN and LSTM Network for Mitotic Cell Detection in 4D Microscopy Image


Jun 04, 2018
Titinunt Kitrungrotsakul, Xian-Hau Han, Yutaro Iwamoto, Satoko Takemoto, Hideo Yokota, Sari Ipponjima, Tomomi Nemoto, Xiong Wei, Yen-Wei Chen


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