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07/16/2023
DocTr: Document Transformer for Structured Information Extraction in Documents
We present a new formulation for structured information extraction (SIE)...
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08/17/2022
REGAS: REspiratory-GAted Synthesis of Views for Multi-Phase CBCT Reconstruction from a single 3D CBCT Acquisition
It is a long-standing challenge to reconstruct Cone Beam Computed Tomogr...
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03/20/2022
Breast Cancer Induced Bone Osteolysis Prediction Using Temporal Variational Auto-Encoders
Objective and Impact Statement. We adopt a deep learning model for bone ...
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08/11/2021
Learning Bias-Invariant Representation by Cross-Sample Mutual Information Minimization
Deep learning algorithms mine knowledge from the training data and thus ...
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05/05/2021
Visual Composite Set Detection Using Part-and-Sum Transformers
Computer vision applications such as visual relationship detection and h...
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12/04/2020
XraySyn: Realistic View Synthesis From a Single Radiograph Through CT Priors
A radiograph visualizes the internal anatomy of a patient through the us...
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08/17/2020
A Smartphone-based System for Real-time Early Childhood Caries Diagnosis
Early childhood caries (ECC) is the most common, yet preventable chronic...
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04/21/2020
Alleviating the Incompatibility between Cross Entropy Loss and Episode Training for Few-shot Skin Disease Classification
Skin disease classification from images is crucial to dermatological dia...
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04/18/2020
Example-Guided Image Synthesis across Arbitrary Scenes using Masked Spatial-Channel Attention and Self-Supervision
Example-guided image synthesis has recently been attempted to synthesize...
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04/17/2020
Structured Landmark Detection via Topology-Adapting Deep Graph Learning
Image landmark detection aims to automatically identify the locations of...
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04/16/2020
Unsupervised Learning of Landmarks based on Inter-Intra Subject Consistencies
We present a novel unsupervised learning approach to image landmark disc...
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01/02/2020
Joint Unsupervised Learning for the Vertebra Segmentation, Artifact Reduction and Modality Translation of CBCT Images
We investigate the unsupervised learning of the vertebra segmentation, a...
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11/27/2019
Example-Guided Scene Image Synthesis using Masked Spatial-Channel Attention and Patch-Based Self-Supervision
Example-guided image synthesis has been recently attempted to synthesize...
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08/15/2019
Deep Slice Interpolation via Marginal Super-Resolution, Fusion and Refinement
We propose a marginal super-resolution (MSR) approach based on 2D convol...
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08/03/2019
ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction
Current deep neural network based approaches to computed tomography (CT)...
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07/22/2019
Automatic Radiology Report Generation based on Multi-view Image Fusion and Medical Concept Enrichment
Generating radiology reports is time-consuming and requires extensive ex...
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06/29/2019
Generative Mask Pyramid Network forCT/CBCT Metal Artifact Reduction with Joint Projection-Sinogram Correction
A conventional approach to computed tomography (CT) or cone beam CT (CBC...
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06/29/2019
Generative Mask Pyramid Network for CT/CBCT Metal Artifact Reduction with Joint Projection-Sinogram Correction
A conventional approach to computed tomography (CT) or cone beam CT (CBC...
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06/29/2019
DuDoNet: Dual Domain Network for CT Metal Artifact Reduction
Computed tomography (CT) is an imaging modality widely used for medical ...
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06/10/2019
Patch Transformer for Multi-tagging Whole Slide Histopathology Images
Automated whole slide image (WSI) tagging has become a growing demand du...
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06/05/2019
Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction
Current deep neural network based approaches to computed tomography (CT)...
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03/10/2019
Multiview 2D/3D Rigid Registration via a Point-Of-Interest Network for Tracking and Triangulation (POINT^2)
We propose to tackle the problem of multiview 2D/3D rigid registration f...
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12/09/2018
A Deep Multi-task Learning Approach to Skin Lesion Classification
Skin lesion identification is a key step toward dermatological diagnosis...
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12/09/2018
Skin Disease Classification versus Skin Lesion Characterization: Achieving Robust Diagnosis using Multi-label Deep Neural Networks
In this study, we investigate what a practically useful approach is in o...
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12/09/2018
More Knowledge is Better: Cross-Modality Volume Completion and 3D+2D Segmentation for Intracardiac Echocardiography Contouring
Using catheter ablation to treat atrial fibrillation increasingly relies...
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12/09/2018
Adversarial Sparse-View CBCT Artifact Reduction
We present an effective post-processing method to reduce the artifacts f...
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12/09/2018
Joint Vertebrae Identification and Localization in Spinal CT Images by Combining Short- and Long-Range Contextual Information
Automatic vertebrae identification and localization from arbitrary CT im...
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12/08/2018
Face Completion with Semantic Knowledge and Collaborative Adversarial Learning
Unlike a conventional background inpainting approach that infers a missi...
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11/01/2018
CariGAN: Caricature Generation through Weakly Paired Adversarial Learning
Caricature generation is an interesting yet challenging task. The primar...
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11/19/2016
Inferring Restaurant Styles by Mining Crowd Sourced Photos from User-Review Websites
When looking for a restaurant online, user uploaded photos often give pe...
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10/06/2016