Papers

A Semi-Supervised Approach with Error Reflection for Echocardiography Segmentation
Segmenting internal structure from echocardiography is essential for the diagnosis and treatment of various heart diseases. …
Dec 1, 2024 Echocardiography
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A Semi-Supervised Approach with Error Reflection for Echocardiography Segmentation
A multi-domain feature alignment and hierarchical cross feature enhancement network for under-sampled magnetic image reconstruction
Magnetic resonance imaging (MRI) is widely used in clinical diagnosis due to its high resolution and non-invasive scanning …
Nov 28, 2024 MRI Reconstruction
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MambaEviScrib: Mamba and Evidence-Guided Consistency Enhance CNN Robustness for Scribble-Based Weakly Supervised Ultrasound Image Segmentation
Segmenting anatomical structures and lesions from ultrasound images contributes to disease assessment, diagnosis, and treatment. Weakly …
Sep 30, 2024 Ultrasound
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MambaEviScrib: Mamba and Evidence-Guided Consistency Enhance CNN Robustness for Scribble-Based Weakly Supervised Ultrasound Image Segmentation
Reconstruction of Cardiac Cine MRI Using Motion-Guided Deformable Alignment and Multi-Resolution Fusion
Cardiac cine magnetic resonance imaging (MRI) is one of the important means to assess cardiac functions and vascular abnormalities. …
Jun 21, 2024 MRI Reconstruction
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Reconstruction of Cardiac Cine MRI Using Motion-Guided Deformable Alignment and Multi-Resolution Fusion
Intelligent detection of left ventricular hypertrophy from pediatric echocardiography videos
Left ventricular hypertrophy (LVH) is a common clinical manifestation associated with cardiovascular adverse events. Relying solely on …
May 5, 2024 Pediatric Echocardiography
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Intelligent detection of left ventricular hypertrophy from pediatric echocardiography videos
Atrial Septal Defect Detection in Children Based on Ultrasound Video Using Multiple Instances Learning
Thoracic echocardiography (TTE) can provide sufficient cardiac structure information, evaluate hemodynamics and cardiac function, and …
Feb 12, 2024 Pediatric Echocardiography
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Atrial Septal Defect Detection in Children Based on Ultrasound Video Using Multiple Instances Learning
EDMAE: An Efficient Decoupled Masked Autoencoder for Standard View Identification in Pediatric Echocardiography
An efficient decoupled masked autoencoder (EDMAE), which is a novel self-supervised method is proposed for standard view recognition in …
Aug 1, 2023 Self-Supervised Learning
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EDMAE: An Efficient Decoupled Masked Autoencoder for Standard View Identification in Pediatric Echocardiography
LOANet: A Lightweight Network Using Object Attention for Extracting Buildings and Roads from UAV Aerial Remote Sensing Images
Semantic segmentation for extracting buildings and roads from uncrewed aerial vehicle (UAV) remote sensing images by deep learning …
Jul 11, 2023 Remote Sensing
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LOANet: A Lightweight Network Using Object Attention for Extracting Buildings and Roads from UAV Aerial Remote Sensing Images
Handwritten Mathematical Expression Recognition via GCAttention-Based Encoder and Bidirectional Mutual Learning Transformer
Recognition of handwritten mathematical expressions to Latex is an image-to-sequence task. Recent research has shown that …
Oct 27, 2022 Handwritten Recognition
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Handwritten Mathematical Expression Recognition via GCAttention-Based Encoder and Bidirectional Mutual Learning Transformer