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Advancing Problem-Based Learning with Clinical Reasoning for Improved Differential Diagnosis in Medical Education
会议论文
CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS - PROCEEDINGS, Yokohama, Japan, April 26, 2025 - May 1, 2025
作者:
Xu, Yuansong
;
Shao, Yuheng
;
Dong, Jiahe
;
Shi, Shaohan
;
Jiang, Chang
Adobe PDF(36555Kb)
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收藏
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浏览/下载:6/1
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提交时间:2025/06/17
Active learning
Case based reasoning
Records management
Students
Teaching
Clinical reasoning
Clinical settings
Current problems
Differential diagnosis
Embeddings
Evidence-based
Information organization
Instructional settings
Problem based learning
Real-world
Hierarchical Learning and Computing over Space-Ground Integrated Networks
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025
作者:
Zhu, Jingyang
;
Shi, Yuanming
;
Zhou, Yong
;
Jiang, Chunxiao
;
Kuang, Linling
Adobe PDF(12809Kb)
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收藏
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浏览/下载:12/2
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提交时间:2025/06/17
Data flow graphs
Geodetic satellites
Network theory (graphs)
Satellite communication systems
Signal flow graphs
Supervised learning
Directed steiner trees
Energy efficient routing
Global connectivity
Hierarchical learning
Integrated networks
Low earth orbit satellites
Space-ground integrated network
Steiner tree problem
Topology aware
Topology-aware energy-efficient routing
Federated Low-Rank Adaptation for Large Language Model Fine-Tuning Over Wireless Networks
会议论文
GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024
作者:
Zixin Wang
;
Yong Zhou
;
Yuanming Shi
;
Khaled. B. Letaief
Adobe PDF(931Kb)
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浏览/下载:66/1
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提交时间:2025/03/18
Edge computing
Frequency allocation
Integer programming
Learning to rank
Mixed-integer linear programming
Problem oriented languages
Resource allocation
Critical challenges
Device scheduling
Distributed data
Fine tuning
Fine-tuning methods
Global models
Language model
Learning performance
On-line algorithms
Radio resources
IMAGE CLUSTERING VIA THE PRINCIPLE OF RATE REDUCTION IN THE AGE OF PRE-TRAINED MODELS
会议论文
12TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2024, Hybrid, Vienna, Austria, May 7, 2024 - May 11, 2024
作者:
Chu, Tianzhe
;
Tong, Shengbang
;
Ding, Tianjiao
;
Dai, Xili
;
Haeffele, Benjamin D.
Adobe PDF(38509Kb)
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收藏
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浏览/下载:175/1
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提交时间:2024/08/23
Image enhancement
Large datasets
Natural language processing systems
Reduction
Visual languages
Clusterings
Effective solution
Image clustering
Language processing
Learning languages
Machine learning problem
Natural languages
Paradigm shifts
Rate reduction
Visual representations
A Label Disambiguation-Based Multimodal Massive Multiple Instance Learning Approach for Immune Repertoire Classification
会议论文
PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Vancouver, BC, Canada, February 20, 2024 - February 27, 2024
作者:
Xu, Fan
;
Zhao, Yu
;
Wu, Bingzhe
;
Huang, Yueshan
;
Ren, Qin
Adobe PDF(1229Kb)
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浏览/下载:410/70
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提交时间:2024/04/26
Artificial intelligence
Learning systems
Computational burden
Computational costs
Fusion modules
Immune receptors
Learning approach
Learning problem
Multi-modal
Multi-modal fusion
Multiple-instance learning
Time points
Severity prediction of pulmonary diseases using chest CT scans via cost-sensitive label multi-kernel distribution learning
期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2023, 卷号: 159
作者:
Wang, Xin
;
Wang, Jun
;
Shan, Fei
;
Zhan, Yiqiang
;
Shi, Jun
Adobe PDF(2136Kb)
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收藏
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浏览/下载:344/0
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提交时间:2023/05/06
Computerized tomography
Deep learning
Learning algorithms
Particle swarm optimization (PSO)
Patient treatment
Pulmonary diseases
Sampling
Chest computed tomography
Cost-sensitive
Cost-sensitive label distribution learning
Disease severity
Estimation problem
Label distribution
Multi-kernel learning
Sensitive mechanism
Time estimation
Training sample
ZeroAE: Pre-trained Language Model based Autoencoder for Transductive Zero-shot Text Classification
会议论文
PROCEEDINGS OF THE ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, Toronto, ON, Canada, July 9, 2023 - July 14, 2023
作者:
Guo, Kaihao
;
Yu, Hang
;
Liao, Cong
;
Li, Jianguo
;
Zhang, Haipeng
Adobe PDF(562Kb)
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收藏
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浏览/下载:273/0
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提交时间:2023/11/24
Classification (of information)
Computational linguistics
Learning systems
Signal encoding
Text processing
Zero-shot learning
'current
Auto encoders
Classification tasks
Language model
Learning problem
Model-based OPC
Self adaption
Text classification
Uncertainty
Unlabeled data
Self-Supervised Coordinate Projection Network for Sparse-View Computed Tomography
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING, 2023, 卷号: 9, 页码: 517-529
作者:
Wu, Qing
;
Feng, Ruimin
;
Wei, Hongjiang
;
Yu, Jingyi
;
Zhang, Yuyao
Adobe PDF(3510Kb)
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收藏
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浏览/下载:602/165
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提交时间:2023/06/26
Computed tomography
Image reconstruction
Mathematical models
X-ray imaging
Training
Inverse problems
Image coding
Sparse-view computed tomography
inverse imaging problem
self-supervised learning
implicit neural representation
Joint Control of Power, Beamwidth, and Spacing for Platoon-based Vehicular Cyber-Physical Systems
期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2022, 卷号: 71, 期号: 8, 页码: 1-1
作者:
Hanyu Zhu
;
Yong Zhou
;
Xiliang Luo
;
Haibo Zhou
Adobe PDF(1704Kb)
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收藏
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浏览/下载:666/0
|
提交时间:2022/07/25
Cyber Physical System
Deep learning
Efficiency
Embedded systems
Intelligent systems
Power control
Problem solving
Quality control
Reinforcement learning
Vehicle to vehicle communications
Vehicles
Autonomous Vehicles
Beamwidth control
Interference
Quality-of-service
Spacing control
Time-scales
Two-timescale reinforcement learning
Vehicle platooning
Vehicle-to-infrastructure
Vehicle-to-infrastructure communication
DeepDRiD: Diabetic Retinopathy—Grading and Image Quality Estimation Challenge
期刊论文
PATTERNS, 2022, 卷号: 3, 期号: 6
作者:
Liu, Ruhan
;
Wang, Xiangning
;
Wu, Qiang
;
Dai, Ling
;
Fang, Xi
Adobe PDF(1880Kb)
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收藏
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浏览/下载:552/0
|
提交时间:2022/07/15
Deep learning
Diagnosis
Grading
Image quality
Quality control
Challenge
Deep learning
Diabetic retinopathy
Domain problems
DSML2: proof-of-concept data science output have been formulated, implemented, and tested for one domain/problem
Fundus image
Image quality analysis
Proof of concept
Retinal image
Ultra-widefield
Wide-field
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