Federated Multilinear Principal Component Analysis with Applications in Prognostics
Fuente:
arXiv
Guardado en:
| Autores principales: | Zhou, Chengyu, Su, Yuqi, Xia, Tangbin, Fang, Xiaolei |
|---|---|
| Formato: | Preprint |
| Publicado: |
2023
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Randomized Principal Component Analysis for Hyperspectral Image Classification
por: Ustuner, Mustafa
Publicado: (2024)
por: Ustuner, Mustafa
Publicado: (2024)
ACTION: Augmentation and Computation Toolbox for Brain Network Analysis with Functional MRI
por: Fang, Yuqi, et al.
Publicado: (2024)
por: Fang, Yuqi, et al.
Publicado: (2024)
Prospective evaluation of multimodal respiratory failure prediction: Do chest X-rays improve performance beyond EHR signals?
por: Lu, Xiaolei, et al.
Publicado: (2026)
por: Lu, Xiaolei, et al.
Publicado: (2026)
pcaGAN: Improving Posterior-Sampling cGANs via Principal Component Regularization
por: Bendel, Matthew C., et al.
Publicado: (2024)
por: Bendel, Matthew C., et al.
Publicado: (2024)
Time Series Generative Learning with Application to Brain Imaging Analysis
por: Li, Zhenghao, et al.
Publicado: (2024)
por: Li, Zhenghao, et al.
Publicado: (2024)
Machine Learning Applications in Spine Biomechanics
por: Ghezelbash, Farshid, et al.
Publicado: (2024)
por: Ghezelbash, Farshid, et al.
Publicado: (2024)
FedKPer: Tackling Generalization and Personalization in Medical Federated Learning via Knowledge Personalization
por: Fowler, Zoe, et al.
Publicado: (2026)
por: Fowler, Zoe, et al.
Publicado: (2026)
On Privacy-Preserving Image Transmission in Low-Altitude Networks: A Swin Transformer-Based Framework with Federated Learning
por: Zhang, Kexin, et al.
Publicado: (2026)
por: Zhang, Kexin, et al.
Publicado: (2026)
Three-Dimensional, Multimodal Synchrotron Data for Machine Learning Applications
por: Green, Calum, et al.
Publicado: (2024)
por: Green, Calum, et al.
Publicado: (2024)
Semantic Communication in Dynamic Channel Scenarios: Collaborative Optimization of Dual-Pipeline Joint Source-Channel Coding and Personalized Federated Learning
por: Yan, Xingrun, et al.
Publicado: (2025)
por: Yan, Xingrun, et al.
Publicado: (2025)
Targeted Unlearning Using Perturbed Sign Gradient Methods With Applications On Medical Images
por: Nahass, George R., et al.
Publicado: (2025)
por: Nahass, George R., et al.
Publicado: (2025)
$k$-means on Positive Definite Matrices, and an Application to Clustering in Radar Image Sequences
por: Fryer, Daniel, et al.
Publicado: (2020)
por: Fryer, Daniel, et al.
Publicado: (2020)
Debunking Optimization Myths in Federated Learning for Medical Image Classification
por: Lee, Youngjoon, et al.
Publicado: (2025)
por: Lee, Youngjoon, et al.
Publicado: (2025)
Distributed Federated Learning-Based Deep Learning Model for Privacy MRI Brain Tumor Detection
por: Zhou, Lisang, et al.
Publicado: (2024)
por: Zhou, Lisang, et al.
Publicado: (2024)
Temporal Representation Learning for Real-Time Ultrasound Analysis
por: Stebler, Yves, et al.
Publicado: (2025)
por: Stebler, Yves, et al.
Publicado: (2025)
Accelerating Training of Autoregressive Video Generation Models via Local Optimization with Representation Continuity
por: Zhou, Yucheng, et al.
Publicado: (2026)
por: Zhou, Yucheng, et al.
Publicado: (2026)
Automated Video-EEG Analysis in Epilepsy Studies: Advances and Challenges
por: Zuev, Valerii A., et al.
Publicado: (2025)
por: Zuev, Valerii A., et al.
Publicado: (2025)
Manifold Topological Deep Learning for Biomedical Data
por: Liu, Xiang, et al.
Publicado: (2025)
por: Liu, Xiang, et al.
Publicado: (2025)
Incomplete Graph Learning: A Comprehensive Survey
por: Xia, Riting, et al.
Publicado: (2025)
por: Xia, Riting, et al.
Publicado: (2025)
Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese Networks
por: Cui, Shuang, et al.
Publicado: (2025)
por: Cui, Shuang, et al.
Publicado: (2025)
Tomographic Foundation Model -- FORCE: Flow-Oriented Reconstruction Conditioning Engine
por: Xia, Wenjun, et al.
Publicado: (2025)
por: Xia, Wenjun, et al.
Publicado: (2025)
AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual Analysis
por: Ma, Haroui, et al.
Publicado: (2025)
por: Ma, Haroui, et al.
Publicado: (2025)
XeMap: Contextual Referring in Large-Scale Remote Sensing Environments
por: Li, Yuxi, et al.
Publicado: (2025)
por: Li, Yuxi, et al.
Publicado: (2025)
Multi-Resolution Analysis of the Convective Structure of Tropical Cyclones for Short-Term Intensity Guidance
por: Cucuzzella, Elizabeth, et al.
Publicado: (2025)
por: Cucuzzella, Elizabeth, et al.
Publicado: (2025)
Spectral Graph Sample Weighting for Interpretable Sub-cohort Analysis in Predictive Models for Neuroimaging
por: Paschali, Magdalini, et al.
Publicado: (2024)
por: Paschali, Magdalini, et al.
Publicado: (2024)
Dynamic PET Image Prediction Using a Network Combining Reversible and Irreversible Modules
por: Sun, Jie, et al.
Publicado: (2024)
por: Sun, Jie, et al.
Publicado: (2024)
Comparative Analysis of ImageNet Pre-Trained Deep Learning Models and DINOv2 in Medical Imaging Classification
por: Huang, Yuning, et al.
Publicado: (2024)
por: Huang, Yuning, et al.
Publicado: (2024)
GAN-based Domain Adaptation for Image-aware Layout Generation in Advertising Poster Design
por: Xu, Chenchen, et al.
Publicado: (2026)
por: Xu, Chenchen, et al.
Publicado: (2026)
Neural Architecture Search generated Phase Retrieval Net for Real-time Off-axis Quantitative Phase Imaging
por: Shu, Xin, et al.
Publicado: (2022)
por: Shu, Xin, et al.
Publicado: (2022)
ECGFlowCMR: Pretraining with ECG-Generated Cine CMR Helps Cardiac Disease Classification and Phenotype Prediction
por: Fang, Xiaocheng, et al.
Publicado: (2026)
por: Fang, Xiaocheng, et al.
Publicado: (2026)
A Privacy-Preserving Domain Adversarial Federated learning for multi-site brain functional connectivity analysis
por: Zhang, Yipu, et al.
Publicado: (2025)
por: Zhang, Yipu, et al.
Publicado: (2025)
Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRI
por: Wang, Zi, et al.
Publicado: (2024)
por: Wang, Zi, et al.
Publicado: (2024)
Automatic nodule identification and differentiation in ultrasound videos to facilitate per-nodule examination
por: Jiang, Siyuan, et al.
Publicado: (2023)
por: Jiang, Siyuan, et al.
Publicado: (2023)
A General Bézier Tree Encoding Counterfactual Framework for Retinal-Vessel-Mediated Disease Analysis
por: Su, Tan, et al.
Publicado: (2026)
por: Su, Tan, et al.
Publicado: (2026)
A unified framework for geometry-independent operator learning in cardiac electrophysiology simulations
por: Zhou, Bei, et al.
Publicado: (2025)
por: Zhou, Bei, et al.
Publicado: (2025)
Communication Efficient Cooperative Edge AI via Event-Triggered Computation Offloading
por: Zhou, You, et al.
Publicado: (2025)
por: Zhou, You, et al.
Publicado: (2025)
Differential Privacy for Adaptive Weight Aggregation in Federated Tumor Segmentation
por: Khan, Muhammad Irfan, et al.
Publicado: (2023)
por: Khan, Muhammad Irfan, et al.
Publicado: (2023)
Topology-Preserving Deep Joint Source-Channel Coding for Semantic Communication
por: Erak, Omar, et al.
Publicado: (2026)
por: Erak, Omar, et al.
Publicado: (2026)
FSSC: Federated Learning of Transformer Neural Networks for Semantic Image Communication
por: Yan, Yuna, et al.
Publicado: (2024)
por: Yan, Yuna, et al.
Publicado: (2024)
Prognostic Value of Lung Ultrasound Biomarkers for Readmission Risk in Congestive Heart Failure: A Pilot Data-Driven Analysis
por: Armouti, Jana, et al.
Publicado: (2026)
por: Armouti, Jana, et al.
Publicado: (2026)
Ejemplares similares
-
Randomized Principal Component Analysis for Hyperspectral Image Classification
por: Ustuner, Mustafa
Publicado: (2024) -
ACTION: Augmentation and Computation Toolbox for Brain Network Analysis with Functional MRI
por: Fang, Yuqi, et al.
Publicado: (2024) -
Prospective evaluation of multimodal respiratory failure prediction: Do chest X-rays improve performance beyond EHR signals?
por: Lu, Xiaolei, et al.
Publicado: (2026) -
pcaGAN: Improving Posterior-Sampling cGANs via Principal Component Regularization
por: Bendel, Matthew C., et al.
Publicado: (2024) -
Time Series Generative Learning with Application to Brain Imaging Analysis
por: Li, Zhenghao, et al.
Publicado: (2024)