Holger R. Roth
Scholar

Holger R. Roth

Google Scholar ID: pzNwAsEAAAAJ
NVIDIA
Medical image processing - Computer-aided DetectionCT Colonography - Registration
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Citations & Impact
All-time
Citations
28,084
 
H-index
61
 
i10-index
135
 
Publications
20
 
Co-authors
37
list available
Contact
No contact links provided.
Publications
7 items
Privacy-Preserving Federated Fraud Detection in Payment Transactions with NVIDIA FLARE
2026
Cited
0
LUMEN: Longitudinal Multi-Modal Radiology Model for Prognosis and Diagnosis
2026
Cited
0
Standardized Methods and Recommendations for Green Federated Learning
2026
Cited
0
FeTTL: Federated Template and Task Learning for Multi-Institutional Medical Imaging
2026
Cited
0
Optimizing Federated Learning in the Era of LLMs: Message Quantization and Streaming
2025
Cited
0
Reviving Stale Updates: Data-Free Knowledge Distillation for Asynchronous Federated Learning
2025
Cited
0
Secure Federated XGBoost with CUDA-accelerated Homomorphic Encryption via NVIDIA FLARE
2025
Cited
0
Resume (English only)
Co-authors
37 total
Daguang Xu
Daguang Xu
Senior Research Manager at NVIDIA
Co-author 2
Co-author 2
Ziyue Xu
Ziyue Xu
NVIDIA
Ronald M. Summers, MD, PhD
Ronald M. Summers, MD, PhD
National Institutes of Health Clinical Center
Le Lu
Le Lu
Ant Group, IEEE Fellow, MICCAI Board Member (2021-2025)
Kensaku Mori
Kensaku Mori
Professor, Nagoya University
Co-author 7
Co-author 7
Jianhua Yao
Jianhua Yao
Tencent, IEEE Fellow, AIMBE Fellow