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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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MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images


Oct 28, 2020
Ayaan Haque, Abdullah-Al-Zubaer Imran, Adam Wang, Demetri Terzopoulos

* 5 pages, 3 figures, 2 tables; Submitted to ISBI 2021 

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End-to-End Trainable Deep Active Contour Models for Automated Image Segmentation: Delineating Buildings in Aerial Imagery


Jul 22, 2020
Ali Hatamizadeh, Debleena Sengupta, Demetri Terzopoulos

* Accepted to European Conference on Computer Vision (ECCV) 2020 

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Bipartite Distance for Shape-Aware Landmark Detection in Spinal X-Ray Images


May 28, 2020
Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Kenneth M. C. Cheung, Michael To, Zhen Qian, Demetri Terzopoulos

* Presented at Med-NeurIPS 2019 

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Progressive Adversarial Semantic Segmentation


May 08, 2020
Abdullah-Al-Zubaer Imran, Demetri Terzopoulos

* 9 pages, 5 figures, 12 tables 

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Partly Supervised Multitask Learning


May 05, 2020
Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Yuan Xiao, Dingjun Hao, Zhen Qian, Demetri Terzopoulos

* 10 pages, 8 figures, 3 tables 

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Analysis of Scoliosis From Spinal X-Ray Images


Apr 15, 2020
Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Kenneth M. C. Cheung, Michael To, Zhen Qian, Demetri Terzopoulos

* 6 pages, 6 figures, 3 tables 

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Edge-Gated CNNs for Volumetric Semantic Segmentation of Medical Images


Feb 11, 2020
Ali Hatamizadeh, Demetri Terzopoulos, Andriy Myronenko


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Image Segmentation Using Deep Learning: A Survey


Jan 18, 2020
Shervin Minaee, Yuri Boykov, Fatih Porikli, Antonio Plaza, Nasser Kehtarnavaz, Demetri Terzopoulos


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End-to-End Deep Convolutional Active Contours for Image Segmentation


Oct 04, 2019
Ali Hatamizadeh, Debleena Sengupta, Demetri Terzopoulos


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End-to-End Boundary Aware Networks for Medical Image Segmentation


Sep 10, 2019
Ali Hatamizadeh, Demetri Terzopoulos, Andriy Myronenko

* MLMI 2019 
* Accepted to MICCAI Machine Learning in Medical Imaging (MLMI 2019) 

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Semi-Supervised Multi-Task Learning With Chest X-Ray Images


Aug 26, 2019
Abdullah-Al-Zubaer Imran, Demetri Terzopoulos

* Accepted to Machine Learning in Medical Imaging (MLMI 2019) 

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Deep Active Lesion Segmentation


Aug 21, 2019
Ali Hatamizadeh, Assaf Hoogi, Debleena Sengupta, Wuyue Lu, Brian Wilcox, Daniel Rubin, Demetri Terzopoulos

* MLMI 2019 
* Accepted to Machine Learning in Medical Imaging (MLMI 2019) 

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Boundary Aware Networks for Medical Image Segmentation


Aug 21, 2019
Ali Hatamizadeh, Demetri Terzopoulos, Andriy Myronenko

* Machine Learning in Medical Imaging (MLMI 2019) 
* Accepted to Machine Learning in Medical Imaging (MLMI 2019) 

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Multi-Adversarial Variational Autoencoder Networks


Jun 14, 2019
Abdullah-Al-Zubaer Imran, Demetri Terzopoulos


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Deep Dilated Convolutional Nets for the Automatic Segmentation of Retinal Vessels


May 28, 2019
Ali Hatamizadeh, Hamid Hosseini, Zhengyuan Liu, Steven D. Schwartz, Demetri Terzopoulos


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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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Learning to Sketch with Deep Q Networks and Demonstrated Strokes


Oct 14, 2018
Tao Zhou, Chen Fang, Zhaowen Wang, Jimei Yang, Byungmoon Kim, Zhili Chen, Jonathan Brandt, Demetri Terzopoulos


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Configurable 3D Scene Synthesis and 2D Image Rendering with Per-Pixel Ground Truth using Stochastic Grammars


Jun 20, 2018
Chenfanfu Jiang, Siyuan Qi, Yixin Zhu, Siyuan Huang, Jenny Lin, Lap-Fai Yu, Demetri Terzopoulos, Song-Chun Zhu

* Accepted in IJCV 2018 

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Attention-based Natural Language Person Retrieval


May 24, 2017
Tao Zhou, Muhao Chen, Jie Yu, Demetri Terzopoulos

* CVPR 2017 Workshop (vision meets cognition) 

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