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IRUM: An Image Representation and Unified Learning Method for Breast Cancer Diagnosis from Multi-View Ultrasound Images
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Marrakesh, Morocco, October 6, 2024 - October 6, 2024
作者:
Chen, Haoyuan
;
Li, Yonghao
;
Zhang, Jiadong
;
Xu, Qi
;
Li, Meiyu
收藏
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浏览/下载:278/0
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提交时间:2024/11/29
Contrastive Learning
Lung cancer
Medical imaging
Ultrasonic imaging
Breast Cancer
Breast cancer diagnosis
Breast ultrasound imaging
Clinical settings
Consistency learning
Image representations
Learning methods
Multi-view diagnose
Multi-views
Ultrasound images
Learn from Noise: Detecting Deepfakes via Regional Noise Consistency
会议论文
2024 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), Yokohama, Japan, 30 June-5 July 2024
作者:
Weiming Bai
;
Yufan Liu
;
Zhipeng Zhang
;
Xinyi Zhang
;
Bo Wang
Adobe PDF(9541Kb)
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收藏
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浏览/下载:230/1
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提交时间:2024/09/18
Contrastive Learning
Face recognition
Consistency learning
Face forgery detection
Forgery detections
Learn+
Learning frameworks
Learning modules
Manipulation techniques
Noise
Regional noise
Security issues
MDUNet: deep-prior unrolling network with multi-parameter data integration for low-dose computed tomography reconstruction
期刊论文
MACHINE VISION AND APPLICATIONS, 2024, 卷号: 35, 期号: 4
作者:
Komolafe, Temitope Emmanuel
;
Wang, Nizhuan
;
Tian, Yuchi
;
Adeniji, Adegbola Oyedotun
;
Zhou, Liang
Adobe PDF(6960Kb)
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收藏
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浏览/下载:268/0
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提交时间:2024/07/22
Low-dose computed tomography
Cascaded
Deep-prior
Deep learning
Generalization
Interpretability
Data consistency
Physics geometry
Anatomical Prior and Inter-slice Consistency for Semi-supervised Vertebral Structure Detection in 3D Ultrasound Volume
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: PP, 期号: 99, 页码: 1-12
作者:
Zeng, Hongye
;
Zhou, Kang
;
Ge, Songhan
;
Gao, Yuchong
;
Zhao, Jianhao
Adobe PDF(3621Kb)
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收藏
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浏览/下载:300/5
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提交时间:2024/02/23
Vertebral structure detection
3D ultrasound volume
Semi-supervised learning
Anatomical prior
Inter-slice consistency
Job analysis
Musculoskeletal system
Supervised learning
Three dimensional displays
3-D ultrasound
3d ultrasound volume
Anatomical priors
Annotation
Heating system
Scoliosis
Structure detection
Task analysis
Three-dimensional display
Ultrasound volume
Self-supervised Scale Recovery for Decoupled Visual-inertial Odometry
期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2024, 卷号: 9, 期号: 2, 页码: 1612-1619
作者:
Zhang, Tianyu
;
Zhu, Dongchen
;
Shi, Wenjun
;
Liu, Yanqing
;
Zhang, Guanghui
Adobe PDF(2255Kb)
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收藏
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浏览/下载:373/0
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提交时间:2024/02/02
Deep learning
Recovery
Consistency constraints
Data input
De-Noise
Deep learning method
Learning methods
Localisation
Odometry
Recovery modules
Sensor fusion
Visual-inertial SLAM
Consistent and Accurate Segmentation for Serial Infant Brain MR Images with Registration Assistance
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:
Sun, Yuhang
;
Liu, Jiameng
;
Liu, Feihong
;
Sun, Kaicong
;
Zhang, Han
Adobe PDF(4261Kb)
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收藏
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浏览/下载:441/0
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提交时间:2023/11/24
Brain
Brain mapping
Deep learning
Histology
Image enhancement
Image segmentation
Magnetic resonance imaging
Brain development
Brain MR images
Brain tissue
Consistency constraints
Learning frameworks
Longitudinal segmentation
Registration assisted segmentation
Segmentation results
Temporal segmentations
Time points
k-t Self-consistency Diffusion: A Physics-Informed Model for Dynamic MR Imaging
会议论文
MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2024, PT VII, Palmeraie Conf Ctr,Marrakesh,MOROCCO, OCT 06-10, 2024
作者:
Liu, Ye
;
Cui, Zhuo-Xu
;
Sun, Kaicong
;
Zhao, Ting
;
Cheng, Jing
Adobe PDF(4430Kb)
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收藏
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浏览/下载:243/1
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提交时间:2024/12/04
Diffusion models
Physics-informed deep learning
k-t self-consistency
MR reconstruction
Location-Guided Multi-Modality Collaborative Learning for Prostate Tumor Segmentation
会议论文
2023 IEEE 20TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Cartagena, Colombia, 18-21 April 2023
作者:
Meng, Runqi
;
Zhang, Xiao
;
Huang, Shijie
;
Gu, Yuning
;
Wu, Guangyu
Adobe PDF(5144Kb)
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收藏
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浏览/下载:311/1
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提交时间:2023/10/07
Prostate Tumor Segmentation
Multi-Modality Collaborative Learning
Label Order Consistency
Robust Cervical Abnormal Cell Detection via Distillation from Local-Scale Consistency Refinement
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 12, 2023
作者:
Fei, Manman
;
Zhang, Xin
;
Cao, Maosong
;
Shen, Zhenrong
;
Zhao, Xiangyu
Adobe PDF(178274Kb)
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收藏
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浏览/下载:228/0
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提交时间:2023/11/10
Classification (of information)
Computer aided diagnosis
Computer aided instruction
Cytology
Distillation
Feature extraction
Image segmentation
Screening
Automated detection
Cell detection
Cervical abnormal cell detection
Cervical cytologic image
Consistency learning
Detection methods
Local scale
Region-of-interest
Regions of interest
Test images
Two-Stage Self-Supervised Cycle-Consistency Transformer Network for Reducing Slice Gap in MR Images
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 卷号: 27, 期号: 7, 页码: 1-12
作者:
Zhiyang Lu
;
Jian Wang
;
Zheng Li
;
Shihui Ying
;
Jun Wang
Adobe PDF(2796Kb)
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收藏
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浏览/下载:320/0
|
提交时间:2023/06/09
Deep learning
Image resolution
Interpolation
Neural networks
Supervised learning
Consistency constraints
Cycle-consistency constraint
High-resolution images
Interpolation model
Lower resolution
Magnetic resonance image
Self-supervised learning
Task analysis
Transformer
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