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06/06/2023
Atrial Septal Defect Detection in Children Based on Ultrasound Video Using Multiple Instances Learning
Purpose: Congenital heart defect (CHD) is the most common birth defect. ...
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03/09/2023
Distortion-Disentangled Contrastive Learning
Self-supervised learning is well known for its remarkable performance in...
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02/14/2023
Bilateral-Fuser: A Novel Multi-cue Fusion Architecture with Anatomical-aware Tokens for Fovea Localization
Accurate localization of fovea is one of the primary steps in analyzing ...
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12/21/2022
DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation
Transformer-based models have been widely demonstrated to be successful ...
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06/14/2022
CNN-based Classification Framework for Tissues of Lung with Additional Information
Interstitial lung diseases are a large group of heterogeneous diseases c...
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03/07/2022
Stepwise Feature Fusion: Local Guides Global
Colonoscopy, currently the most efficient and recognized colon polyp det...
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03/06/2022
A Robust Framework of Chromosome Straightening with ViT-Patch GAN
Chromosomes exhibit non-rigid and non-articulated nature with varying de...
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10/19/2021
Bilateral-ViT for Robust Fovea Localization
The fovea is an important anatomical landmark of the retina. Detecting t...
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05/12/2021
Learning a Skill-sequence-dependent Policy for Long-horizon Manipulation Tasks
In recent years, the robotics community has made substantial progress in...
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03/04/2021
A Novel Application of Image-to-Image Translation: Chromosome Straightening Framework by Learning from a Single Image
In medical imaging, chromosome straightening plays a significant role in...
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03/13/2020