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Holger R. Roth

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 14, 2026, 11:22 PM AMS

8

papers

1,110

total citations

papers (8)

Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis

GradViT: Gradient Inversion of Vision Transformers

Fair Federated Medical Image Segmentation via Client Contribution Estimation

Closing the Generalization Gap of Cross-Silo Federated Medical Image Segmentation

Auto-FedRL: Federated Hyperparameter Optimization for Multi-Institutional Medical Image Segmentation

VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge

T-AutoML: Automated Machine Learning for Lesion Segmentation Using Transformers in 3D Medical Imaging

Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples