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Domain generalization for mammographic image analysis with contrastive learning
期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2025, 卷号: 185
作者:
Li, Zheren
;
Cui, Zhiming
;
Zhang, Lichi
;
Wang, Sheng
;
Lei, Chenjin
Adobe PDF(2356Kb)
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浏览/下载：277/49
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提交时间：2024/12/27
Mammography
Unsupervised learning
Computer-aided
Domain generalization
Generalisation
Image analyze
Image-analysis
Large data
Learning models
Learning techniques
Mammographic image analysis
Multi-views
Mining Gaze for Contrastive Learning toward Computer-Assisted Diagnosis
会议论文
PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Vancouver, BC, Canada, February 20, 2024 - February 27, 2024
作者:
Zhao, Zihao
;
Wang, Sheng
;
Wang, Qian
;
Shen, Dinggang
Adobe PDF(2801Kb)
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浏览/下载：518/85
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提交时间：2024/04/26
Behavioral research
Computer aided diagnosis
Computer aided instruction
Deep learning
Medical imaging
Semantics
Clinical reasoning
Computer assisted diagnosis
Eye-tracking
Image domain
Large-scales
Plug-and-play
Pre-training
Radiology reports
Semantic similarity
Visual Attention
Tailoring Large Language Models to Radiology: A Preliminary Approach to LLM Adaptation for a Highly Specialized Domain
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:
Liu, Zhengliang
;
Zhong, Aoxiao
;
Li, Yiwei
;
Yang, Longtao
;
Ju, Chao
Adobe PDF(1885Kb)
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浏览/下载：336/0
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提交时间：2023/11/24
Blending
Computational linguistics
Diagnosis
Domain Knowledge
Natural language processing systems
Domain specific
Language model
Language processing
Large language model
Large-scales
Natural language processing
Natural languages
Performance
Preliminary approach
Stringents
Large-Domain Monolayer MoS2 Synthesis via Local-Feeding Metalorganic Chemical Vapor Deposition
期刊论文
ACS MATERIALS LETTERS, 2024, 卷号: 6, 期号: 7, 页码: 2802-2808
作者:
Yang, Yan
;
Qiu, Yuanyuan
;
Hua, Bin
;
Cai, Jiliang
;
Zhang, Yile
Adobe PDF(5688Kb)
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浏览/下载：284/16
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提交时间：2024/06/21
Grain boundaries
Layered semiconductors
Metallorganic chemical vapor deposition
Monolayers
Single crystals
Transition metals
Dichalcogenides
Electronics applications
Large domain
Material-based
Metal-organic chemical vapour depositions
Optoelectronic applications
Property
Scalable synthesis
Synthesis method
Two-dimensional
A robust and efficient AI assistant for breast tumor segmentation from DCE-MRI via a spatial-temporal framework
期刊论文
PATTERNS, 2023, 卷号: 4, 期号: 9
作者:
Zhang, Jiadong
;
Cui, Zhiming
;
Shi, Zhenwei
;
Jiang, Yingjia
;
Zhang, Zhiliang
Adobe PDF(2831Kb)
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浏览/下载：401/4
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提交时间：2023/09/22
Diagnosis
Large dataset
Magnetic resonance imaging
Medical imaging
Tumors
Breast tumour
Domain problems
DSML 3: development/pre-production: data science output have been rolled out/validated across multiple domain/problem
Dynamic contrast-enhanced magnetic resonance imaging
Follow up
Multiple domains
Pre-production
Production data
Spatial temporals
Tumor segmentation
Low amplified spontaneous emission threshold from 2-thiophenemethylammonium quasi-2D perovskites via phase engineering
期刊论文
OPTICS EXPRESS, 2022, 卷号: 30, 期号: 20, 页码: 36541-36551
作者:
Qin, Chaochao
;
Zhang, Shichen
;
Zhou, Zhongpo
;
Han, Tao
;
Song, Jian
Adobe PDF(3421Kb)
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浏览/下载：314/0
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提交时间：2022/10/14
Energy transfer
Spontaneous emission
Amplified spontaneous emissions
Domain distribution
Emission threshold
Gain medium
Large N
Lasings
Low thresholds
Optoelectronics property
Quasi-2d
Ruddlesden-Popper
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