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Two-Phase Multi-Dose-Level Pet Image Reconstruction with Dose Level Awareness
会议论文
PROCEEDINGS - INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, Athens, Greece, May 27, 2024 - May 30, 2024
作者:
Fei, Yuchen
;
Luo, Yanmei
;
Wang, Yan
;
Cui, Jiaqi
;
Xu, Yuanyuan
Adobe PDF(683Kb)
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浏览/下载:247/41
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提交时间:2024/10/11
Medical imaging
Photons
Positron emission tomography
Dose levels
Emission tomography
Images reconstruction
Low dose
Low dose levels
Multiple low-dose level
PET images
Positron emission
Positron emission tomography
Two phase
Inter-Slice Super-Resolution of Magnetic Resonance Images by Pre-Training and Self-Supervised Fine-Tuning
会议论文
PROCEEDINGS - INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, Athens, Greece, May 27, 2024 - May 30, 2024
作者:
Wang, Xin
;
Song, Zhiyun
;
Zhu, Yitao
;
Wang, Sheng
;
Zhang, Lichi
Adobe PDF(8701Kb)
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浏览/下载:390/67
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提交时间:2024/09/20
Deep learning
Image analysis
Magnetic resonance
Medical imaging
Video analysis
Video recording
2-D slice
Clinical practices
Fine tuning
Image visualization
Isotropics
Learning-based super-resolution
Magnetic resonance image
Pre-training
Resolution techniques
Superresolution
MeLo: Low-Rank Adaptation is Better than Fine-Tuning for Medical Image Diagnosis
会议论文
PROCEEDINGS - INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, Athens, Greece, May 27, 2024 - May 30, 2024
作者:
Zhu, Yitao
;
Shen, Zhenrong
;
Zhao, Zihao
;
Wang, Sheng
;
Wang, Xin
Adobe PDF(458Kb)
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浏览/下载:282/33
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提交时间:2024/09/20
Diagnosis
Computer-aided
Diagnosis model
Fine tuning
Foundation models
Medical image diagnosis
Model switching
Model-based OPC
Pre-training
Storage spaces
Transformer modeling
LA-Net: Lung Adenocarcinoma Classification with Assistants from Lung Nodule Classification and Positional Information
会议论文
PROCEEDINGS - INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, Kolkata, India, March 28, 2022 - March 31, 2022
作者:
Meng, Mancheng
;
Liu, Mianxin
;
Zhang, Xianjie
;
Liu, Yuxuan
Adobe PDF(1120Kb)
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收藏
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浏览/下载:604/0
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提交时间:2022/05/20
Classification (of information)
Computer aided diagnosis
Convolutional neural networks
Diseases
Domain Knowledge
Transfer learning
Attention mechanisms
Classification informations
Convolutional neural network
Fatal cancers
Lung adenocarcinoma classification
Lung Cancer
Lung nodule
Positional information
Self-attention mechanism
Transfer learning
Weakly Supervised Nuclei Segmentation Via Instance Learning
会议论文
PROCEEDINGS - INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, Kolkata, India, March 28, 2022 - March 31, 2022
作者:
Liu, Weizhen
;
He, Qian
;
He, Xuming
Adobe PDF(1703Kb)
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浏览/下载:616/164
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提交时间:2022/05/27
Benchmarking
Computer vision
Semantic Segmentation
Semantics
% reductions
Critical problems
Discriminative loss
Instance learning
Labelings
Modulars
Nucleus segmentation
Pathological image analysis
Subtask
Weakly supervised learning
Parallel Sinogram and Image Framework With Co-Training Strategy for Metal Artifact Reduction in Tooth Ct Images
会议论文
PROCEEDINGS - INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, Kolkata, India, March 28, 2022 - March 31, 2022
作者:
Hu, Yan
;
Pan, Yongsheng
;
Song, Yang
;
Meijering, Erik
;
Cui, Zhiming
Adobe PDF(2453Kb)
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收藏
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浏览/下载:492/0
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提交时间:2022/05/20
Computerized tomography
Medical imaging
Metals
Backward projection
Co-training
Computed tomography images
Cotraining strategy
Forward-backward projection consistency
Metal artifact reduction
Projection domain
Sinograms
Spatial domains
Training strategy
Reconstruction of Standard-Dose Pet From Low-Dose Pet Via Dual-Frequency Supervision and Global Aggregation Module
会议论文
PROCEEDINGS - INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, Kolkata, India, March 28, 2022 - March 31, 2022
作者:
Jiang, Caiwen
;
Pan, Yongsheng
;
Cui, Zhiming
;
Shen, Dinggang
Adobe PDF(1311Kb)
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收藏
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浏览/下载:336/0
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提交时间:2022/05/20
Medical imaging
Positron emission tomography
Positrons
Clinical diagnostics
Dual frequency
Effective approaches
First designs
Global aggregations
High frequency HF
Images reconstruction
Low dose
Positron emission tomography
Tomography imaging
Limited-view photoacoustic imaging reconstruction with dual domain inputs based on mutual inforamtion
会议论文
PROCEEDINGS - INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, Nice, France, April 13, 2021 - April 16, 2021
作者:
Zhang, Jiadong
;
Lan, Hengrong
;
Yang, Changchun
;
Lyu, Tengbo
;
Guo, Shangshan
Adobe PDF(1367Kb)
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浏览/下载:460/0
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提交时间:2021/12/03
Frequency domain analysis
Medical imaging
Photoacoustic effect
Textures
Tissue
Transducers
Ultrasonic transducers
Environmental limitations
Image reconstruction algorithm
Information sharing
Mutual informations
Photo
acoustic imaging
Photoacoustic tomography
Reconstruction algorithms
Ultrasound transducers
Quantitative photoacoustic blood oxygenation imaging using deep residual and recurrent neural network
会议论文
PROCEEDINGS - INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, Venice, Italy, April 8, 2019 - April 11, 2019
作者:
Changchun Yang
;
Hengrong Lan
;
Hongtao Zhong
;
Fei Gao
Adobe PDF(126Kb)
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收藏
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浏览/下载:203/0
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提交时间:2022/12/09
Blood
Light scattering
Intelligent systems
Deep neural networks
Photoacoustic effect
Tissue
Optical properties
Monte Carlo methods
Blood oxygen saturation
Diffusive light scattering
Fluence distribution
Optical absorption images
Photo-acoustic imaging
Quantitative estimation
Quantitative images
Residual recurrent u-net
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