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Microscopic fine-grained instance classification through deep attention
Fine-grained classification of microscopic image data with limited sampl...
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MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask
Feature warping is a core technique in optical flow estimation; however,...
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Recursive Cascaded Networks for Unsupervised Medical Image Registration
We present recursive cascaded networks, a general architecture that enab...
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Unsupervised 3D End-to-End Medical Image Registration with Volume Tweening Network
3D medical image registration is of great clinical importance. However, ...
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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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MRI Image-to-Image Translation for Cross-Modality Image Registration and Segmentation
We develop a novel cross-modality generation framework that learns to ge...
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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...
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Unsupervised End-to-end Learning for Deformable Medical Image Registration
We propose a registration algorithm for 2D CT/MRI medical images with a ...
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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...
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Constrained Deep Weak Supervision for Histopathology Image Segmentation
In this paper, we develop a new weakly-supervised learning algorithm to ...
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Learning Multi-level Features For Sensor-based Human Action Recognition
This paper proposes a multi-level feature learning framework for human a...
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Gland Instance Segmentation Using Deep Multichannel Neural Networks
Objective: A new image instance segmentation method is proposed to segme...
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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...
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Gland Instance Segmentation by Deep Multichannel Side Supervision
In this paper, we propose a new image instance segmentation method that ...
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