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MisMatch: Learning to Change Predictive Confidences with Attention for Consistency-Based, Semi-Supervised Medical Image Segmentation

Oct 23, 2021
Mou-Cheng Xu, Yu-Kun Zhou, Chen Jin, Stefano B. Blumberg, Frederick J. Wilson, Marius De Groot, Neil P. Oxtoby, Daniel C. Alexander, Joseph Jacob

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Learning to Downsample for Segmentation of Ultra-High Resolution Images

Sep 22, 2021
Chen Jin, Ryutaro Tanno, Thomy Mertzanidou, Eleftheria Panagiotaki, Daniel C. Alexander

* 19 pages, 17 figures 

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Bidirectional LSTM-CRF Attention-based Model for Chinese Word Segmentation

May 20, 2021
Chen Jin, Zhuangwei Shi, Weihua Li, Yanbu Guo

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Disentangling Human Error from the Ground Truth in Segmentation of Medical Images

Aug 06, 2020
Le Zhang, Ryutaro Tanno, Mou-Cheng Xu, Chen Jin, Joseph Jacob, Olga Ciccarelli, Frederik Barkhof, Daniel C. Alexander

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Foveation for Segmentation of Ultra-High Resolution Images

Jul 31, 2020
Chen Jin, Ryutaro Tanno, Moucheng Xu, Thomy Mertzanidou, Daniel C. Alexander

* 22 pages, 15 figures, corrected metadata 

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