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07/22/2018
Predicting breast tumor proliferation from whole-slide images: the TUPAC16 challenge
Tumor proliferation is an important biomarker indicative of the prognosi...
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08/02/2017
Accurate Lung Segmentation via Network-Wise Training of Convolutional Networks
We introduce an accurate lung segmentation model for chest radiographs b...
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12/21/2016
A Unified Framework for Tumor Proliferation Score Prediction in Breast Histopathology
We present a unified framework to predict tumor proliferation scores fro...
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12/20/2016
Action-Driven Object Detection with Top-Down Visual Attentions
A dominant paradigm for deep learning based object detection relies on a...
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03/24/2016
Pixel-Level Domain Transfer
We present an image-conditional image generation model. The model transf...
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06/25/2015
AttentionNet: Aggregating Weak Directions for Accurate Object Detection
We present a novel detection method using a deep convolutional neural ne...
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12/04/2014