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Automated segmentation of brain metastases with deep learning: A multi-center, randomized crossover, multi-reader evaluation study
期刊论文
NEURO-ONCOLOGY, 2024
作者:
Luo, Xiao
;
Yang, Yadi
;
Yin, Shaohan
;
Li, Hui
;
Shao, Ying
Adobe PDF(899Kb)
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浏览/下载:177/2
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提交时间:2024/08/14
automatic segmentation
brain metastases
deep learning
MRI
multi-reader multi-case
Tissue Segmentation of Thick-Slice Fetal Brain MR Scans With Guidance From High-Quality Isotropic Volumes
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2024, 卷号: 71, 期号: 4, 页码: 1404-1415
作者:
Huang, Shijie
;
Zhang, Xukun
;
Cui, Zhiming
;
Zhang, He
;
Chen, Geng
Adobe PDF(2402Kb)
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浏览/下载:493/109
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提交时间:2024/01/05
Brain tissue segmentation
cycle-consistency
fetal MRI
unsupervised domain adaptation
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
Knowledge-Guided Prompt Learning for Lifespan Brain MR Image Segmentation
会议论文
MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2024, PT II, Palmeraie Conf Ctr,Marrakesh,MOROCCO, OCT 06-10, 2024
作者:
Teng, Lin
;
Zhao, Zihao
;
Huang, Jiawei
;
Cao, Zehong
;
Meng, Runqi
Adobe PDF(2785Kb)
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浏览/下载:281/7
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提交时间:2024/09/17
Brain MRI segmentation
Across the lifespan
Knowledge-guided prompt learning
Fine tuning
Transfer learning
Unified Model for Children's Brain Image Segmentation with Co-Registration Framework Guided by Longitudinal MRI
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: PP, 期号: 99, 页码: 1-10
作者:
Lin Teng
;
Yichu He
;
Zehong Cao
;
Rui Hua
;
Ye Han
Adobe PDF(8331Kb)
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浏览/下载:203/3
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提交时间:2024/05/14
Children
Brain tissue segmentation
Iterative segmentation with co-registration framework
Longitudinal MRI
Super-Resolution Reconstruction of Fetal Brain MRI with Prior Anatomical Knowledge
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), San Carlos de Bariloche, Argentina, June 18, 2023 - June 23, 2023
作者:
Huang, Shijie
;
Chen, Geng
;
Sun, Kaicong
;
Cui, Zhiming
;
Zhang, Xukun
Adobe PDF(5874Kb)
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浏览/下载:361/1
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提交时间:2023/07/21
Image reconstruction
Magnetic resonance imaging
Medical imaging
Optical resolving power
Tissue
Anatomical priors
Brain MRI
Brian tissue segmentation
Fetal brain
Prior anatomical knowledge
Reconstruction method
Super-resolution reconstruction
Tissue segmentation
Volume registration
Volumetric reconstruction
Deep learning based brain MRI registration driven by local-signed-distance fields of segmentation maps
期刊论文
MEDICAL PHYSICS, 2023, 卷号: 50, 期号: 8, 页码: 4899-4915
作者:
Yang, Yue
;
Hu, Shunbo
;
Zhang, Lintao
;
Shen, Dinggang
Adobe PDF(10236Kb)
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收藏
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浏览/下载:249/0
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提交时间:2023/04/07
Brain mapping
Deep learning
Image segmentation
Magnetic resonance imaging
Brain MRI
Deep learning
Deformation field
Intensity images
Intensity information
Local-signed-distance field
Medical image registration
Registration accuracy
Segmentation map
Signed distance fields
3D-MASNet: 3D mixed-scale asymmetric convolutional segmentation network for 6-month-old infant brain MR images
期刊论文
HUMAN BRAIN MAPPING, 2022
作者:
Zeng, Zilong
;
Zhao, Tengda
;
Sun, Lianglong
;
Zhang, Yihe
;
Xia, Mingrui
Adobe PDF(2646Kb)
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收藏
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浏览/下载:440/0
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提交时间:2023/01/14
convolutional neural networks
infant brain segmentation
mixed-scale convolution
MRI
A Novel Knowledge Keeper Network for 7T-Free but 7T-Guided Brain Tissue Segmentation
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Singapore, Singapore, September 18, 2022 - September 22, 2022
作者:
Lee, Jieun
;
Oh, Kwanseok
;
Shen, Dinggang
;
Suk, Heung-Il
Adobe PDF(101629Kb)
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收藏
|
浏览/下载:226/0
|
提交时间:2022/11/04
Brain
Diagnosis
Image segmentation
Magnetic resonance imaging
Medical imaging
Signal to noise ratio
Tissue
7t MRI
Brain tissue segmentations
Clinical practices
High field strengths
Images synthesis
Knowledge distillation
Medical image analysis
Medical image synthesis
Pathophysiology
Tissue segmentation
高清一体化PET/MRI脑图像分割对比研究
期刊论文
核技术, 2019, 卷号: 42, 期号: 10
作者:
李再升
;
胡凌志
Adobe PDF(11890Kb)
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浏览/下载:551/6
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提交时间:2019/12/26
正电子发射断层成像/磁共振成像
配准
分割
脑模板
脑图谱
PET/MRI
Registration
Segmentation
Brain template
Brain atlas
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