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A Location-Sensitive Local Prototype Network for Few-Shot Medical Image Segmentation


Mar 18, 2021
Qinji Yu, Kang Dang, Nima Tajbakhsh, Demetri Terzopoulos, Xiaowei Ding

* ISBI2021 accepted 

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Learning Differential Diagnosis of Skin Conditions with Co-occurrence Supervision using Graph Convolutional Networks


Jul 13, 2020
Junyan Wu, Hao Jiang, Xiaowei Ding, Anudeep Konda, Jin Han, Yang Zhang, Qian Li


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Extreme Consistency: Overcoming Annotation Scarcity and Domain Shifts


Apr 15, 2020
Gaurav Fotedar, Nima Tajbakhsh, Shilpa Ananth, Xiaowei Ding

* submitted for peer-review on March 17 

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ErrorNet: Learning error representations from limited data to improve vascular segmentation


Oct 21, 2019
Nima Tajbakhsh, Brian Lai, Shilpa Ananth, Xiaowei Ding


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Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation


Aug 27, 2019
Nima Tajbakhsh, Laura Jeyaseelan, Qian Li, Jeffrey Chiang, Zhihao Wu, Xiaowei Ding


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Automatic Segmentation of Pulmonary Lobes Using a Progressive Dense V-Network


Feb 18, 2019
Abdullah-Al-Zubaer Imran, Ali Hatamizadeh, Shilpa P. Ananth, Xiaowei Ding, Demetri Terzopoulos, Nima Tajbakhsh


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Surrogate Supervision for Medical Image Analysis: Effective Deep Learning From Limited Quantities of Labeled Data


Jan 25, 2019
Nima Tajbakhsh, Yufei Hu, Junli Cao, Xingjian Yan, Yi Xiao, Yong Lu, Jianming Liang, Demetri Terzopoulos, Xiaowei Ding

* Accepted in IEEE International Symposium on Biomedical Imaging (ISBI 2019) 

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