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Predicting infant brain connectivity with federated multi-trajectory GNNs using scarce data
期刊论文
MEDICAL IMAGE ANALYSIS, 2025, 卷号: 102
作者:
Pistos, Michalis
;
Li, Gang
;
Lin, Weili
;
Shen, Dinggang
;
Rekik, Islem
Adobe PDF(5127Kb)
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收藏
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浏览/下载:25/1
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提交时间:2025/04/11
Adversarial machine learning
Contrastive Learning
Graph neural networks
Prediction models
Brain connectivity
Connectomics
Data scarcity
Graph neural networks
Learning frameworks
Longitudinal connectomic dataset
Multi-modal
Multimodal brain graph evolution prediction
Single-baseline
Trajectory prediction
人工智能与蛋白质科学的融合:2024年诺贝尔化学奖背后的蛋白质结构预测与设计革命
期刊论文
科学通报, 2025, 卷号: 70, 期号: 10, 页码: 1421-1427
作者:
刘沈徽
;
刘志杰
Adobe PDF(1463Kb)
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浏览/下载:3/1
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提交时间:2025/04/25
artificial intelligence(AI)
protein structure prediction
Alpha Fold2
Nobel Prize in Chemistry
Conformational ensembles for protein structure prediction
期刊论文
SCIENTIFIC REPORTS, 2025, 卷号: 15, 期号: 1
作者:
Yang, Jiaan
;
Cheng, Wen Xiang
;
Zhang, Peng
;
Wu, Gang
;
Sheng, Si Tong
Adobe PDF(8201Kb)
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浏览/下载:46/2
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提交时间:2025/03/25
Protein structure prediction
Protein conformation
Protein folding
Intrinsically disordered protein
Protein intrinsic disorder
AlphaFold
Ultra-Early Prediction of Lithium-ion Battery Cycle Life Based on Assembled Capacity Curve Extracted from a Single Cycle
期刊论文
JOURNAL OF POWER SOURCES, 2025, 卷号: 640
作者:
Wenjin Yang
;
Hengzhao Yang
Adobe PDF(3180Kb)
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浏览/下载:75/5
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提交时间:2025/03/12
Lithium-ion battery
Assembled capacity curve
Ultra-early cycle life prediction
Single cycle
Convolutional neural network
A battery capacity trajectory prediction framework with mileage correction for electric buses
期刊论文
JOURNAL OF ENERGY STORAGE, 2025, 卷号: 110
作者:
Xu, Yifei
;
Yang, Hengzhao
Adobe PDF(2195Kb)
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收藏
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浏览/下载:48/2
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提交时间:2025/02/12
Trajectories
Battery capacity
Battery capacity trajectory prediction
Electric bus
Feature engineerings
Field data
Mileage correction
Prediction errors
Sequence structure
Sequence-to-sequence structure
Trajectory prediction
A Learning-based Method for Predicting Initial Velocity Field for Unsteady Flow Simulation
期刊论文
COMPUTER GRAPHICS FORUM, 2025
作者:
Yan, Jiazi
;
Bai, Kai
;
Fu, Xinyi
;
Zhou, Xuanchen
;
Liu, Xiaopei
Adobe PDF(11110Kb)
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浏览/下载:340/7
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提交时间:2024/10/10
fluid simulation
geometry-based vector field prediction
machine learning
attention mechanism
A Dual-Task Mutual Learning Framework for Predicting Post-thrombectomy Cerebral Hemorrhage
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Marrakesh, Morocco, October 10, 2024 - October 10, 2024
作者:
Jiang, Caiwen
;
Wang, Tianyu
;
Xing, Xiaodan
;
Liu, Mianxin
;
Yang, Guang
收藏
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浏览/下载:250/0
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提交时间:2024/11/08
Arthroplasty
Diagnosis
Attention mechanisms
Cerebral hemorrhage
Dual-task mutual learning
Dual-tasks
Haemorrage
Interactive attention
Mutual learning
Postoperative cerebral hemorrhage
Prediction of hemorrhage progression
Thrombectomy
CIResDiff: A Clinically-Informed Residual Diffusion Model for Predicting Idiopathic Pulmonary Fibrosis Progression
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:
Jiang, Caiwen
;
Xing, Xiaodan
;
Ou, Zaixin
;
Liu, Mianxin
;
Simon, Walsh
收藏
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浏览/下载:219/0
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提交时间:2024/11/29
Diagnosis
Patient treatment
Prediction models
Pulmonary diseases
Clinically informed
CLIP-based text processing
CT-scan
Diffusion model
Disease progression
Idiopathic pulmonary fibrosis
Prediction of pulmonary fibrose progression
Pulmonary fibrosis
Residual diffusion model
Text-processing
Segmentation of infarct lesions and prognosis prediction for acute ischemic stroke using non-contrast CT scans
期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2025, 卷号: 258
作者:
Wang, Xuechun
;
Meng, Yuting
;
Dong, Zhijian
;
Cao, Zehong
;
He, Yichu
Adobe PDF(6591Kb)
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收藏
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浏览/下载:179/6
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提交时间:2024/11/29
Diagnosis
Image segmentation
Patient treatment
Prediction models
Radiology
Acute ischemic stroke
Confidence interval
CT-scan
Ischemic strokes
Neural-networks
Non-contrast CT
Patient triage
Prediction modelling
Prognosis prediction
Radiological features
Remaining Useful Lifetime Prediction of Lithium-Ion Batteries Based on Fragment Data and Trend Identification
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2025, 卷号: PP, 期号: 99
作者:
Yiqing Lu
;
Ye Shi
;
Yu Liu
;
Haoyu Wang
Adobe PDF(2685Kb)
|
收藏
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浏览/下载:88/1
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提交时间:2025/02/12
Capacity degradation
Degradation data
Error margins
Historical profiles
Ion batteries
Lifetime prediction
Lithium ions
Remaining useful lives
Trend identification
Useful lifetime
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