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Review of Artificial Intelligence in Lung Nodule Risk Assessment
期刊论文
IEEE REVIEWS IN BIOMEDICAL ENGINEERING, 2025, 卷号: PP, 期号: 99
作者:
Ying Wei
;
Qing Zhou
;
Jiaojiao Wu
;
Xiaoxian Xu
;
Yaozong Gao
Adobe PDF(1703Kb)
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收藏
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浏览/下载:94/1
|
提交时间:2025/01/20
Artificial intelligence technologies
Assessment system
Follow up
Interpretability
Lung Cancer
Lung nodule
Receptor expression
Related risk
Risk evaluation
Risks assessments
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:254/0
|
提交时间:2024/07/22
Low-dose computed tomography
Cascaded
Deep-prior
Deep learning
Generalization
Interpretability
Data consistency
Physics geometry
Semi-Supervised Learning of Visual Attributes for Automated Assessment of Lung Nodule Malignancy
会议论文
2024 IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Athens, Greece, 27-30 May 2024
作者:
Liyun Chen
;
Linlin Yao
;
Qian Wang
;
Zhong Xue
Adobe PDF(4167Kb)
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浏览/下载:189/5
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提交时间:2024/08/26
Adversarial machine learning
Contrastive Learning
Federated learning
Prediction models
Self-supervised learning
Semi-supervised learning
Automated assessment
Classification tasks
Interpretability
Learning models
Lung nodule
Malignancy classification
Prediction modelling
Semi-supervised
Semi-supervised learning
Visual attributes
Potential and Limitations of LLMs in Capturing Structured Semantics: A Case Study on SRL
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Tianjin, China, August 5, 2024 - August 8, 2024
作者:
Cheng, Ning
;
Yan, Zhaohui
;
Wang, Ziming
;
Li, Zhijie
;
Yu, Jiaming
Adobe PDF(46717Kb)
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收藏
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浏览/下载:357/1
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提交时间:2024/09/06
Computational linguistics
Case-studies
Interpretability
Language model
Language understanding
Large language model
Modeling abilities
Natural languages
Semantic role labeling
Semantic structures
Structured semantic
AUGMENTING TRANSFORMERS WITH RECURSIVELY COMPOSED MULTI-GRAINED REPRESENTATIONS
会议论文
12TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2024, Hybrid, Vienna, Austria, May 7, 2024 - May 11, 2024
作者:
Hu, Xiang
;
Zhu, Qingyang
;
Tu, Kewei
;
Wu, Wei
收藏
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浏览/下载:238/0
|
提交时间:2024/08/23
Trees (mathematics)
Bottom up
Bottom-up and top-down
Contextualize
Embeddings
Hierarchical tree
Interpretability
Stackings
Syntactic structure
Topdown
Tree structures
CNN KERNELS CAN BE THE BEST SHAPELETS
会议论文
12TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2024, Hybrid, Vienna, Austria, May 7, 2024 - May 11, 2024
作者:
Qu, Eric
;
Wang, Yansen
;
Luo, Xufang
;
He, Wenqiang
;
Ren, Kan
收藏
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浏览/下载:282/0
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提交时间:2024/08/23
Benchmarking
Encodings
Feature-based
Human knowledge
Interpretability
Modeling performance
Modeling task
Regularisation
Shapelets
Times series
Times series models
SLInterpreter: An Exploratory and Iterative Human-AI Collaborative System for GNN-based Synthetic Lethal Prediction
期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2024, 卷号: PP, 期号: 99, 页码: 919-929
作者:
Haoran Jiang
;
Shaohan Shi
;
Shuhao Zhang
;
Jie Zheng
;
Quan Li
Adobe PDF(8540Kb)
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收藏
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浏览/下载:274/46
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提交时间:2024/09/30
Economic and social effects
Collaborative systems
Graph neural networks
Interpretability
Iterative human-AI collaboration
Knowledge graphs
Model interpretability
Network-based
Synthetic lethal
Synthetic lethality
Visual analytics
GENNDTI: Drug-target interaction prediction using graph neural network enhanced by router nodes
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: PP, 期号: 99, 页码: 1-12
作者:
Beiyuan Yang
;
Yule Liu
;
Junfeng Wu
;
Fang Bai
;
Mingyue Zheng
Adobe PDF(2167Kb)
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收藏
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浏览/下载:333/2
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提交时间:2024/05/27
DTI
Interpretability
Graph enhancement
Prior Knowledge
Graph neural network
A Multi-Grained Self-Interpretable Symbolic-Neural Model For Single/Multi-Labeled Text Classification
会议论文
THE ELEVENTH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS (ICLR 2023), Kigali, Rwanda, 2023-5-1
作者:
Hu, Xiang
;
Kong, Xinyu
;
Tu, Ke wei
Adobe PDF(2202Kb)
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收藏
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浏览/下载:506/0
|
提交时间:2023/03/12
Classification (of information)
Computational linguistics
Forecasting
Multilayer neural networks
Network layers
Text processing
Trees (mathematics)
Interpretability
Language model
Layer stacking
Learn+
Network-based
Neural modelling
Probabilistic models
Stacking architecture
Structured language
Text classification
Mammo-Net: Integrating Gaze Supervision and Interactive Information in Multi-view Mammogram Classification
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:
Ji, Changkai
;
Du, Changde
;
Zhang, Qing
;
Wang, Sheng
;
Ma, Chong
Adobe PDF(508Kb)
|
收藏
|
浏览/下载:243/0
|
提交时间:2023/11/10
Classification (of information)
Computer aided diagnosis
Diseases
Learning systems
Mammography
X ray screens
Bidirectional fusion learning
Breast cancer diagnosis
Gaze
Interactive informations
Interpretability
Learning techniques
Mammogram classifications
Manual annotation
Multi-view interaction
Multi-views
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