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生物医学工程学院 [6]
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A Serial Image Segmentation and Registration Network (SISRN) for Dynamic Enhanced Magnetic Resonance Image Sequences
会议论文
2025 IEEE 22ND INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Houston, TX, USA, 14-17 April 2025
作者:
Zehao Weng
;
Zhong Xue
;
Haoran Sun
;
Dongdong Gu
Adobe PDF(1419Kb)
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浏览/下载:19/1
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提交时间:2025/05/20
Diagnostic radiography
Image segmentation
Neuroimaging
Noninvasive medical procedures
Photointerpretation
Chronic kidney disease
Deep learning
Dynamic contrast-enhanced magnetic resonance imaging
Image sequence
Images registration
Images segmentations
Medical image registration
Multitask learning
Serial images
Temporal consistency
Enhancing Sparse Photoacoustic Tomography Reconstruction with Score-based Generative Models
会议论文
2024 IEEE 21TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2024), Athens, Greece, 27-30 May 2024
作者:
Tong SQ(童尚清)
;
Lan HR(兰恒荣)
;
Jiang DH(江道淮)
;
Nie LM(聂立铭)
;
Luo JW(罗建文)
Adobe PDF(2527Kb)
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浏览/下载:251/4
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提交时间:2024/05/29
Generative adversarial networks
Image reconstruction
Inverse problems
Stochastic models
Deep learning
Depths of penetration
Generative model
Imaging modality
Optical contrast
Photoa-coustic tomography
Photoacoustic tomography
Score-based generative model
Sensors data
Tomography reconstruction
JOINT OPTIMIZATION OF K-SPACE SAMPLING AND RECONSTRUCTION FOR MULTI-CONTRAST MRI
会议论文
IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, Athens, Greece, 27-30 May 2024
作者:
Jianing Geng
;
Zijian Zhou
;
Haikun Qi
;
Peng Hu
收藏
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浏览/下载:227/0
|
提交时间:2024/04/10
Contrastive Learning
Deep learning
Dynamic contrast enhanced MRI
Image reconstruction
Trajectories
Deep learning
Features fusions
Joint optimization
Jointly optimizations
K-space sampling
MRI reconstruction
Multi-contrast MRI reconstruction
Optimized sampling
Sampling trajectories
Space reconstruction
Contrastive Learning-Based Breast Tumor Segmentation in DCE-MRI
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 8, 2023
作者:
Guo, Shanshan
;
Zhang, Jiadong
;
Gu, Dongdong
;
Gao, Fei
;
Zhan, Yiqiang
Adobe PDF(1519Kb)
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收藏
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浏览/下载:341/1
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提交时间:2023/11/24
Diagnosis
Histology
Image enhancement
Image segmentation
Large dataset
Learning systems
Magnetic resonance imaging
Medical imaging
Signal encoding
Tumors
Automated segmentation
Breast tumour
Contrastive learning
Dynamic contrast-enhanced
Functional information
Morphological information
Over segmentation
Segmentation
Tumor segmentation
Tumour tissue
ECOST: Enhanced CoST Framework for Fast and Accurate Time Series Forecasting
会议论文
ICONIP 2023, PART VIII, Changsha, China, November 20-23, 2023
作者:
Adobe PDF(221Kb)
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浏览/下载:225/0
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提交时间:2024/05/15
Time Series Forecasting
Contrast Learning
Feature Extraction
Contrastively generative self-expression model for single-cell and spatial multimodal data
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2023
作者:
Zhang, Chengming
;
Yang, Yiwen
;
Tang, Shijie
;
Aihara, Kazuyuki
;
Zhang, Chuanchao
Adobe PDF(2191Kb)
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浏览/下载:232/0
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提交时间:2023/08/21
single cell
self-expressive network
multimodal data
integrative analysis
contrast learning
Three-dimensional affinity learning based multi-branch ensemble network for breast tumor segmentation in MRI
期刊论文
PATTERN RECOGNITION, 2022, 卷号: 129
作者:
Zhou, Lei
;
Wang, Shuai
;
Sun, Kun
;
Zhou, Tao
;
Yan, Fuhua
Adobe PDF(2596Kb)
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浏览/下载:319/1
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提交时间:2022/05/20
Image segmentation
Large dataset
Medical imaging
Tumors
Affinity matrix
Breast tumor segmentation
Breast tumour
Dynamic contrast enhancement
Ensemble networks
Multi-branch ensemble network
ON dynamics
Subnetworks
Three-dimensional affinity learning based refinement
Tumor segmentation
Deep-Learning Based T1 and T2 Quantification from Undersampled Magnetic Resonance Fingerprinting Data to Track Tracer Kinetics in Small Laboratory Animals
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:
Gu, Yuning
;
Pan, Yongsheng
;
Fang, Zhenghan
;
Zhang, Jingyang
;
Xue, Peng
Adobe PDF(159992Kb)
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浏览/下载:198/0
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提交时间:2022/10/28
Brain mapping
Deep learning
Extraction
Feature extraction
Iterative methods
Learning systems
Magnetorheological fluids
Mapping
Contrast-enhanced
Contrast-enhanced MRI
Deep learning
Features extraction
Fingerprinting data
Laboratory animals
Mouse brain
MR fingerprinting
Sliding Window
Under sampled
Deep learning enabled real-time photoacoustic tomography system via single data acquisition channel
会议论文
PROGRESS IN BIOMEDICAL OPTICS AND IMAGING - PROCEEDINGS OF SPIE, Virtual, Online, United states, March 6, 2021 - March 11, 2021
作者:
Jiang, Daohuai
;
Lan, Hengrong
;
Gao, Fei
Adobe PDF(4167Kb)
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收藏
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浏览/下载:464/0
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提交时间:2021/12/03
Data acquisition
Image reconstruction
Learning systems
Medical imaging
Photoacoustic effect
Photons
Signal detection
Tomography
Ultrasonic applications
Biomedical imaging
Data acquisition channels
Emerging technologies
Learning methods
Optical contrast
Photoacoustic signals
Photoacoustic tomography
Time consumption
MetricUNet: Synergistic image- and voxel-level learning for precise prostate segmentation via online sampling
期刊论文
MEDICAL IMAGE ANALYSIS, 2021, 卷号: 71
作者:
He, Kelei
;
Lian, Chunfeng
;
Adeli, Ehsan
;
Huo, Jing
Adobe PDF(1809Kb)
|
收藏
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浏览/下载:432/0
|
提交时间:2021/07/09
Prostate cancer
Sampling
Metric learning
Fully convolutional networks
Triplet
Contrast learning
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