Eric I-Chao Chang | DeepAI

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Featured Co-authors

Xin Zhang
158 publications
Jingdong Wang
123 publications
Yan Xu
95 publications
Hui Zhang
85 publications
Yang Li
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62 publications
Nasir Rajpoot
51 publications
Xiao Liang
34 publications
Bo Hu
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∙ 05/18/2022

3D Segmentation Guided Style-based Generative Adversarial Networks for PET Synthesis

Potential radioactive hazards in full-dose positron emission tomography ...

8 Yang Zhou, et al. ∙

∙ 05/18/2022

Transformer based multiple instance learning for weakly supervised histopathology image segmentation

Hispathological image segmentation algorithms play a critical role in co...

0 Ziniu Qian, et al. ∙

∙ 10/29/2021

Whole Brain Segmentation with Full Volume Neural Network

Whole brain segmentation is an important neuroimaging task that segments...

36 Yeshu Li, et al. ∙

∙ 10/06/2020

Microscopic fine-grained instance classification through deep attention

Fine-grained classification of microscopic image data with limited sampl...

64 Mengran Fan, et al. ∙

∙ 03/24/2020

MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask

Feature warping is a core technique in optical flow estimation; however,...

4 Shengyu Zhao, et al. ∙

∙ 07/29/2019

Recursive Cascaded Networks for Unsupervised Medical Image Registration

We present recursive cascaded networks, a general architecture that enab...

0 Shengyu Zhao, et al. ∙

∙ 02/13/2019

Unsupervised 3D End-to-End Medical Image Registration with Volume Tweening Network

3D medical image registration is of great clinical importance. However, ...

0 Tingfung Lau, et al. ∙

∙ 07/22/2018

Predicting breast tumor proliferation from whole-slide images: the TUPAC16 challenge

Tumor proliferation is an important biomarker indicative of the prognosi...

0 Mitko Veta, et al. ∙

∙ 01/22/2018

MRI Image-to-Image Translation for Cross-Modality Image Registration and Segmentation

We develop a novel cross-modality generation framework that learns to ge...

0 Qianye Yang, et al. ∙

∙ 11/30/2017

Unsupervised Learning for Cell-level Visual Representation in Histopathology Images with Generative Adversarial Networks

The visual attributes of cells, such as the nuclear morphology and chrom...

0 Bo Hu, et al. ∙

∙ 11/23/2017

Unsupervised End-to-end Learning for Deformable Medical Image Registration

We propose a registration algorithm for 2D CT/MRI medical images with a ...

0 Siyuan Shan, et al. ∙

∙ 11/02/2017

Sleep Stage Classification Based on Multi-level Feature Learning and Recurrent Neural Networks via Wearable Device

This paper proposes a practical approach for automatic sleep stage class...

0 Xin Zhang, et al. ∙

∙ 01/03/2017

Constrained Deep Weak Supervision for Histopathology Image Segmentation

In this paper, we develop a new weakly-supervised learning algorithm to ...

0 Zhipeng Jia, et al. ∙

∙ 11/22/2016

Learning Multi-level Features For Sensor-based Human Action Recognition

This paper proposes a multi-level feature learning framework for human a...

0 Yan Xu, et al. ∙

∙ 11/21/2016

Gland Instance Segmentation Using Deep Multichannel Neural Networks

Objective: A new image instance segmentation method is proposed to segme...

0 Yan Xu, et al. ∙

∙ 11/18/2016

End-to-End Subtitle Detection and Recognition for Videos in East Asian Languages via CNN Ensemble with Near-Human-Level Performance

In this paper, we propose an innovative end-to-end subtitle detection an...

0 Yan Xu, et al. ∙

∙ 07/12/2016

Gland Instance Segmentation by Deep Multichannel Side Supervision

In this paper, we propose a new image instance segmentation method that ...

0 Yan Xu, et al. ∙

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