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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 …
Aug 8, 2025 Ultrasound
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MambaEviScrib: Mamba and Evidence-Guided Consistency Enhance CNN Robustness for Scribble-Based Weakly Supervised Ultrasound Image 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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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