FedReady: Bounded Agents for Federation Formation
1 version
HR
Holger R. Roth
cs.CVcs.LGeess.IVcs.AIDeep Learningcs.DCNeural Networks, ComputerAlgorithmsArtificial IntelligenceDeep learning
On Valency
published · living versionsPreprints & journals
155 papers in the corpus · 2010–2026The Federated Tumor Segmentation and Classification (FeTS++) Challenge
0 citations
MemCo: Memory-Centric Collaboration for Generalizing LLM Agents to Unseen Environments
0 citations
Fed-ADApt: Federated Anytime Depth Adaptation for Resource-Aware Medical Image Segmentation
0 citations
TRAP: Understanding and Mitigating Privacy Memorization in Language Models
0 citations
FedCoRe: Target-Adaptive Completion for Missing Modalities in Healthcare Federated Learning
0 citations
Auto-FL-Research: Agentic Search for Federated Learning Algorithms
0 citations
LUMEN: LONGITUDINAL MULTI-MODAL RADIOLOGY MODEL FOR PROGNOSIS AND DIAGNOSIS.
0 citations
Privacy-Preserving Federated Fraud Detection in Payment Transactions with NVIDIA FLARE
0 citations
End-to-End Spatiotemporal Analysis of Color Doppler Echocardiograms: Application for Rheumatic Heart Disease Detection.
3 citations
A Pragmatic Framework for Federated Learning Risk and Governance in Academic Medical Centers.
4 citations
Artificial intelligence for early detection of pancreatic cancer in prediagnostic and diagnostic computed tomography examinations: A multicenter retrospective case-control study.
2 citations
Standardized Methods and Recommendations for Green Federated Learning
0 citations
FeTTL: Federated Template and Task Learning for Multi-Institutional Medical Imaging
0 citations
Federated Learning in Healthcare: From Research to Real-World Deployment.
16 citations
A Technical Policy Blueprint for Trustworthy Decentralized AI
1 citation
Optimizing Federated Learning in the Era of LLMs: Message Quantization and Streaming
0 citations
Reviving Stale Updates: Data-Free Knowledge Distillation for Asynchronous Federated Learning
0 citations
Secure Federated XGBoost with CUDA-accelerated Homomorphic Encryption via NVIDIA FLARE
4 citations
Overview of real-world applications of federated learning with NVIDIA FLARE.
4 citations
Federated Learning with Partially Labeled Data: A Conditional Distillation Approach
1 citation
C-FedRAG: A Confidential Federated Retrieval-Augmented Generation System
2 citations
VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge
32 citations
Toward a tipping point in federated learning in healthcare and life sciences.
5 citations
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
5 citations
Super-Field MRI Synthesis for Infant Brains Enhanced by Dual Channel Latent Diffusion.
12 citations
Data Alchemy: Mitigating Cross-Site Model Variability Through Test Time Data Calibration
0 citations
Deep Learning-Based Localization and Detection of Malpositioned Nasogastric Tubes on Portable Supine Chest X-Rays in Intensive Care and Emergency Medicine: A Multi-center Retrospective Study.
7 citations
HoloHisto: End-to-end Gigapixel WSI Segmentation with 4K Resolution Sequential Tokenization
5 citations
D-Rax: Domain-specific Radiologic assistant leveraging multi-modal data and eXpert model predictions
3 citations
Supercharging Federated Learning with Flower and NVIDIA FLARE
4 citations
MONAI Label: A framework for AI-assisted interactive labeling of 3D medical images.
159 citations
Fair evaluation of federated learning algorithms for automated breast density classification: The results of the 2022 ACR-NCI-NVIDIA federated learning challenge.
9 citations
The Federation Strikes Back: A Survey of Federated Learning Privacy Attacks, Defenses, Applications, and Policy Landscape
62 citations
Automated prostate gland segmentation in challenging clinical cases: comparison of three artificial intelligence methods.
6 citations
Anatomical attention can help to segment the dilated pancreatic duct in abdominal CT.
8 citations
Empowering Federated Learning for Massive Models with NVIDIA FLARE
5 citations
Deep Learning-based Diagnosis of Pulmonary Tuberculosis on Chest X-ray in the Emergency Department: A Retrospective Study.
14 citations
Early prognostication of overall survival for pediatric diffuse midline gliomas using MRI radiomics and machine learning: a two-center study.
12 citations
Deep Learning-Based Localization and Detection of Malpositioned Endotracheal Tube on Portable Supine Chest Radiographs in Intensive and Emergency Medicine: A Multicenter Retrospective Study.
15 citations
Deep Learning-based Diagnosis and Localization of Pneumothorax on Portable Supine Chest X-ray in Intensive and Emergency Medicine: A Retrospective Study.
23 citations
FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models
9 citations
Accelerating artificial intelligence: How federated learning can protect privacy, facilitate collaboration, and improve outcomes.
15 citations
ConDistFL: Conditional Distillation for Federated Learning from Partially Annotated Data
5 citations
Automatic Visual Acuity Loss Prediction in Children with Optic Pathway Gliomas using Magnetic Resonance Imaging.
8 citations
Do Gradient Inversion Attacks Make Federated Learning Unsafe?
126 citations
DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images
27 citations
Fair Federated Medical Image Segmentation via Client Contribution Estimation
78 citations
Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples
24 citations
Detection of pancreatic cancer with two- and three-dimensional radiomic analysis in a nationwide population-based real-world dataset.
16 citations
MONAI: An open-source framework for deep learning in healthcare
484 citations
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