Angelos Karlas

Helmholtz-Zentrum Hereon, Klinikum rechts der Isar

Papers

4

Total Citations

81

H-Index

3

About

No biography available yet.

Research Focus

Artificial intelligence3 · 80 citations
Computer science3 · 80 citations
Computer vision3 · 80 citations
Modality (human–computer interaction)2 · 68 citations
Generalization1 · 53 citations
Binary classification1 · 53 citations
Representation (politics)1 · 53 citations
Reinforcement learning1 · 53 citations
Process (computing)1 · 53 citations
Machine learning1 · 53 citations
Biomedical engineering2 · 27 citations
Engineering2 · 27 citations

Key Achievements

3
H-Index
4
Papers
81
Total Citations
20
Avg Citations/Paper
🏆 Most Cited Paper
VesNet-RL: Simulation-Based Reinforcement Learning for Real-World US Probe Navigation
53 citations · 2022
📈 Most Prolific Year: 2024 (2 Papers)
🤝 Key Collaborators: 18
🏛 Institutions: Helmholtz-Zentrum Hereon, Klinikum rechts der Isar

Top Papers

  1. 1
    VesNet-RL: Simulation-Based Reinforcement Learning for Real-World US Probe Navigation
    53 citations · 2022
  2. 2
    Robot-Assisted Deep Venous Thrombosis Ultrasound Examination Using Virtual Fixture
    15 citations · 2024
  3. 3
    Needle Segmentation Using GAN: Restoring Thin Instrument Visibility in Robotic Ultrasound
    12 citations · 2024
  4. 4
    Intelligent Virtual Sonographer (IVS): Enhancing Physician-Robot-Patient Communication
    1 citations · 2025

Key Collaborators

NNNassir Navab4 shared papersYBYuan Bi3 shared papersZJZhongliang Jiang3 shared papersUEUlrich Eck1 shared papersDBDaniela Branzan1 shared papersAYAmir Yousefi1 shared papersKWKwok Wai Samuel Au1 shared papersDHDianye Huang1 shared papersYCYing-Sheng Cheng1 shared papersZJZhongliang Jiang1 shared papersCYChenguang Yang1 shared papersMZMingchuan Zhou1 shared papersYGYuan Gao1 shared papersXLXuesong Li1 shared papersTWThomas Wendler1 shared papersFLFeng Li1 shared papersXCXiangyu Chu1 shared papersTSTianyu Song1 shared papers
Not generated yet