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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) \| 收藏 \| 浏览/下载：25/1 \| 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
	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 \| 浏览/下载：219/0 \| 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) \| 收藏 \| 浏览/下载：179/6 \| 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
	Ultra-Early Prediction of Lithium-ion Battery Cycle Life Based on Visualized Single-Cycle Data 期刊论文 IEEE TRANSACTIONS ON POWER ELECTRONICS, 2025, 卷号: PP, 期号: 99 作者: Wenjin Yang; Fanqi Min; Jingying Xie; Hengzhao Yang Adobe PDF(7619Kb) \| 收藏 \| 浏览/下载：75/6 \| 提交时间：2025/02/12 Lithium-ion batteries Mean square error Prediction models Battery cycle life Convolutional neural network Cycle data Cycle life predictions Image construction Ion batteries Lithium ions Single cycle Single-cycle data Ultra-early cycle life prediction
	Towards Practical Human Motion Prediction with LiDAR Point Clouds 会议论文 MM 2024 - PROCEEDINGS OF THE 32ND ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, Melbourne, VIC, Australia, October 28, 2024 - November 1, 2024 作者: Adobe PDF(3994Kb) \| 收藏 \| 浏览/下载：208/7 \| 提交时间：2024/12/13 Prediction models 'current Ground truth Human motion prediction Human motions Human pose Human-centric Lidar point clouds Motion prediction Multimedium understanding Point-clouds
	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) \| 收藏 \| 浏览/下载：189/5 \| 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
	Green Edge Intelligence Scheme for Mobile Keyboard Emoji Prediction 期刊论文 IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 2, 页码: 1888-1901 作者: Tang, Yinxu; Hou, Jianfeng; Huang, Xi; Shao, Ziyu; Yang, Yang Adobe PDF(2393Kb) \| 收藏 \| 浏览/下载：289/2 \| 提交时间：2024/08/23 E-learning Energy efficiency Green computing Learning systems Smartphones Atmospheric modeling Bandit learning Computational modelling Edge intelligence Emoji prediction Green edge intelligence Keyboard On-line controls Predictive models Smart phones
	Development-driven Diffusion Model for Longitudinal Prediction of Fetal Brain MRI with Unpaired Data 期刊论文 IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: PP, 期号: 99 作者: Kai Zhang; Geng Chen Adobe PDF(2265Kb) \| 收藏 \| 浏览/下载：144/3 \| 提交时间：2024/11/28 Brain mapping Diffusion tensor imaging Magnetic resonance Neonatal monitoring Prediction models 3D image generation Change-over time Conditional and guided diffusion model Diffusion model Driven diffusion Fetal brain magnetic resonance imaging Large-scales MR-images Perceptive distance guidance Resonance imaging data
	HIGH-DIMENSIONAL FACTOR REGRESSION FOR HETEROGENEOUS SUBPOPULATIONS 期刊论文 STATISTICA SINICA, 2023, 卷号: 33, 期号: 1 作者: Wang, Peiyao; Li, Quefeng; Shen, Dinggan; Liu, Yufeng Adobe PDF(3305Kb) \| 收藏 \| 浏览/下载：189/0 \| 提交时间：2023/07/24 Factor models heterogeneity penalized regression prediction
	Federated Multi-trajectory GNNs Under Data Limitations for Baby Brain Connectivity Forecasting 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: Pistos, Michalis; Li, Gang; Lin, Weili; Shen, Dinggang; Rekik, Islem Adobe PDF(53355Kb) \| 收藏 \| 浏览/下载：243/0 \| 提交时间：2023/11/10 Data privacy Forecasting Graph neural networks Graphic methods Hospitals Large dataset Brain connectivity Connectomics Data limitations Federated learning Graph neural networks Longitudinal connectomic dataset Multi-modal Multimodal brain graph evolution prediction Performance Predictive models

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