An Improved Combination of Faster R-CNN and U-Net Network for Accurate Multi-Modality Whole Heart Segmentation.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE journal of biomedical and health informatics"
DOI: 10.1109/jbhi.2023.3266228
Abstract: Detailed information of substructures of the whole heart is usually vital in the diagnosis of cardiovascular diseases and in 3D modeling of the heart. Deep convolutional neural networks have been demonstrated to achieve state-ofthe-art performance… read more here.
Keywords: heart segmentation; segmentation; heart; modality whole ... See more keywords
P2TC: A Lightweight Pyramid Pooling Transformer-CNN Network for Accurate 3D Whole Heart Segmentation
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2025.3526727
Abstract: Cardiovascular disease is a leading global cause of death, requiring accurate heart segmentation for diagnosis and surgical planning. Deep learning methods have been demonstrated to achieve superior performances in cardiac structures segmentation. However, there are… read more here.
Keywords: segmentation; pyramid pooling; whole heart; network ... See more keywords
Whole Heart Segmentation Based on 3D Contour-Guided Multi-Head Attention Network From CT and MRI Images
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DOI: 10.1109/jbhi.2025.3584074
Abstract: Heart image segmentation is a critical task in medical image processing, which is crucial for the diagnosis and treatment planning of cardiovascular diseases. It helps doctors understand patients’ cardiac anatomy and functional status more comprehensively… read more here.
Keywords: segmentation; heart; contour; whole heart ... See more keywords
A Heart Segmentation Algorithm Based on Dynamic Ultrasound
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DOI: 10.1155/2022/1485584
Abstract: The heart is one of the most important organs of the human body. The role of the heart is to promote blood flow and provide sufficient blood flow to organs and tissues. The research on… read more here.
Keywords: algorithm based; heart segmentation; segmentation algorithm; heart ... See more keywords