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REHRSeg: Unleashing the power of self-supervised super-resolution for resource-efficient 3D MRI segmentation
期刊论文
NEUROCOMPUTING, 2025, 卷号: 624
作者:
Song, Zhiyun
;
Zhao, Yinjie
;
Li, Xiaomin
;
Fei, Manman
;
Zhao, Xiangyu
Adobe PDF(15285Kb)
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浏览/下载:103/9
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提交时间:2025/02/12
Image acquisition
Image annotation
Image segmentation
Medical imaging
High resolution
High-resolution segmentation
Knowledge distillation
Low resolution images
Lower resolution
Resource-efficient
Self-supervised super-resolution
Superresolution
Uncertainty
Uncertainty awareness
Magnetic resonance imaging
Segmentation and Morphological Handedness Classification of Chiral Materials by Deep Learning
期刊论文
JOURNAL OF PHYSICAL CHEMISTRY C, 2025, 卷号: 129, 期号: 7, 页码: 3690-3697
作者:
Huang, Wenhao
;
Chu, Chaoyang
;
Wu, Fengxia
;
Niu, Wenxin
;
Yu, Jingyi
Adobe PDF(6015Kb)
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浏览/下载:91/4
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提交时间:2025/02/17
Chirality
Image segmentation
Morphology
Nanoclay
Accuracy of classifications
Chiral material
Convolutional neural network
Detection and identifications
Electron microscope images
High-accuracy
Image segmentation model
Scanning electrons
Scientific discovery
Work-flows
Robust and smooth Couinaud segmentation via anatomical structure-guided point-voxel network
期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2024, 卷号: 182
作者:
Zhang, Xukun
;
Ali, Sharib
;
Liu, Tao
;
Zhao, Xiao
;
Cui, Zhiming
Adobe PDF(3672Kb)
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浏览/下载:268/4
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提交时间:2024/10/11
Image enhancement
Medical imaging
Semantic Segmentation
Three dimensional computer graphics
Anatomical structures
Computed tomography images
Couinaud segmentation
Couinaud segments
Liver computed tomography
Multi-scales
Point-voxel network
Spatial relationships
Surgical planning
Vessel structure
Construction of unbiased dental template and parametric dental model for precision digital dentistry
期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2024, 卷号: 95
作者:
Ma, Lei
;
Zhang, Jingyang
;
Deng, Ke
;
Xue, Peng
;
Cui, Zhiming
Adobe PDF(1294Kb)
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浏览/下载:456/81
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提交时间:2024/06/07
Computerized tomography
Dentistry
Image enhancement
Atlas
Computed tomography images
Cone-beam computed tomography
Dental models
Dental template
Digital dentistry
Image alignment
Parametric models
Segmentation images
Volume ratio
Cas-DiffCom: Cascaded Diffusion Model for Infant Longitudinal Super-Resolution 3D Medical Image Completion
会议论文
2024 IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Athens, Greece, 27-30 May 2024
作者:
Lianghu Guo
;
Tianli Tao
;
Xinyi Cai
;
Zihao Zhu
;
Jiawei Huang
Adobe PDF(1806Kb)
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浏览/下载:299/60
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提交时间:2024/08/26
Brain mapping
Diffusion tensor imaging
Image segmentation
3D medical image
Brain images
Brain structure
Diffusion model
Effective tool
Image completion
Infant development
Medical imaging completion
Neurocognition
Superresolution
Discontinuity-Aware Coronary Artery Segmentation on CCTA Image
会议论文
2024 IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Athens, Greece, 27-30 May 2024
作者:
Xiaosong Xiong
;
Xiao Zhang
;
Caiwen Jiang
;
Jiameng Liu
;
Zhiming Cui
Adobe PDF(2458Kb)
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浏览/下载:282/12
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提交时间:2024/08/26
Angiography
Computerized tomography
Image segmentation
Angiography images
Computed tomography angiography
Coronary arteries
Coronary artery disease
Coronary artery segmentation
Discontinuity link algorithm
Segmentation algorithms
Segmentation results
Topology preserving
Vascular segmentations
Accelerated 4D Flow MRI Using Deep Low-Rank Plus Sparse Neural Network and Complex Difference
会议论文
2024 IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Athens, Greece, 27-30 May 2024
作者:
Yuyang Ren
;
Wenjian Liu
;
Zijian Zhou
;
Haiqun Qi
;
Peng Hu
Adobe PDF(1790Kb)
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浏览/下载:218/5
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提交时间:2024/08/26
Compressed sensing
Deep neural networks
Image coding
Image enhancement
Image reconstruction
Image segmentation
4d flow MRI
Complex difference
Deep learning
Haemodynamics
Images reconstruction
Low-rank plus sparse decomposition
NET techniques
Prospectives
Sparse decomposition
Sparse neural networks
sTBI-GAN: An adversarial learning approach for data synthesis on traumatic brain segmentation
期刊论文
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2024, 卷号: 112
作者:
Zhao, Xiangyu
;
Zang, Di
;
Wang, Sheng
;
Shen, Zhenrong
;
Xuan, Kai
Adobe PDF(3067Kb)
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浏览/下载:286/4
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提交时间:2024/02/23
Brain
Image enhancement
Image segmentation
Magnetic resonance
Magnetic resonance imaging
Medical imaging
Metadata
Adversarial learning
Brain segmentation
Data augmentation
Data synthesis
Image Inpainting
Images synthesis
Inpainting
Learning approach
Medical image synthesis
Traumatic Brain Injuries
A progressive framework for tooth and substructure segmentation from cone-beam CT images
期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2024, 卷号: 169
作者:
Tan, Minhui
;
Cui, Zhiming
;
Zhong, Tao
;
Fang, Yu
;
Zhang, Yu
Adobe PDF(3594Kb)
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浏览/下载:314/3
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提交时间:2024/01/19
Computerized tomography
Deep learning
Diagnosis
Image segmentation
Musculoskeletal system
Center clustering
Clusterings
Computed tomography images
Cone beam CT images
Cone-beam computed tomography
Cone-beam computed tomography image
Hybrid features
Skeleton
Teeth segmentation
Tooth and substructure segmentation
Image Recovery Matters: A Recovery-Extraction Framework for Robust Fetal Brain Extraction From MR Images
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: 28, 期号: 2, 页码: 823-834
作者:
Chen, Jian
;
Lu, Ranlin
;
Ye, Shilin
;
Guang, Mengting
;
Tassew, Tewodros Megabiaw
Adobe PDF(4284Kb)
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浏览/下载:221/4
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提交时间:2024/01/19
Fetal MRI
brain extraction
intensity inhomogeneity
image recovery
image segmentation
Brain
Computer system recovery
Deep learning
Extraction
Feature extraction
Generative adversarial networks
Image segmentation
Job analysis
Medical imaging
Recovery
Biomedical imaging
Brain extraction
Brain modeling
Features extraction
Image recovery
Images segmentations
Intensity inhomogeneity
Nonhomogeneous medium
Task analysis
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