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Johannes C. Paetzold — most-cited papers & profile · Large Language Models
← authors
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overview
Johannes C. Paetzold
5
papers ·
0
citations ·
22
h-index
Cornell University · Helmholtz Zentrum München · Weill Cornell Medicine · Cornell Tech · Imperial College London
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Semantic Scholar ↗
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Most-cited papers
Unifying Active Learning and Semi-Supervised Learning for Medical Image Segmentation
2026
The MICCAI Federated Tumor Segmentation (FeTS) Challenge 2024: Efficient and Robust Aggregation Methods for Federated Learning
2025
Synthetic Vasculature and Pathology Enhance Vision-Language Model Reasoning
2025
VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images
2020
clDice -- A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation
2020
Topics
Segmentation
Medical Imaging
Image Generation
Image Restoration
Federated Learning
Optimization
Communication
Vision-Language Models
Video-Language
Visual QA & Reasoning