Michael Sommersperger

Johns Hopkins University, Technical University of Munich

Papers

13

Total Citations

139

H-Index

6

About

No biography available yet.

Research Focus

Computer science13 · 139 citations
Artificial intelligence11 · 133 citations
Computer vision10 · 126 citations
Medicine4 · 56 citations
Physics2 · 54 citations
Convolutional neural network2 · 52 citations
Ophthalmology2 · 51 citations
Retinal2 · 51 citations
Vitrectomy2 · 50 citations
Internal limiting membrane1 · 47 citations
Optical coherence tomography1 · 47 citations
Biomedical engineering1 · 47 citations

Key Achievements

6
H-Index
13
Papers
139
Total Citations
11
Avg Citations/Paper
🏆 Most Cited Paper
Real-time tool to layer distance estimation for robotic subretinal injection using intraoperative 4D OCT
47 citations · 2021
📈 Most Prolific Year: 2024 (5 Papers)
🤝 Key Collaborators: 30
🏛 Institutions: Johns Hopkins University, Technical University of Munich

Top Papers

  1. 1
    Real-time tool to layer distance estimation for robotic subretinal injection using intraoperative 4D OCT
    47 citations · 2021
  2. 2
    Robotic Navigation Autonomy for Subretinal Injection via Intelligent Real-Time Virtual iOCT Volume Slicing
    27 citations · 2023
  3. 3
    ColibriDoc: an Eye-in-Hand Autonomous Trocar Docking System
    18 citations · 2022
  4. 4
    Real-Time Deformation-Aware Control for Autonomous Robotic Subretinal Injection Under iOCT Guidance
    9 citations · 2025
  5. 5
    Physics-Encoded Graph Neural Networks for Deformation Prediction under Contact
    7 citations · 2024
  6. 6
    Towards Motion Compensation in Autonomous Robotic Subretinal Injections
    7 citations · 2025
  7. 7
    Robotic Navigation Autonomy for Subretinal Injection via Intelligent Real-Time Virtual iOCT Volume Slicing
    5 citations · 2023
  8. 8
    Uncertainty-Aware Contextual Visualization for Human Supervision of OCT-Guided Autonomous Robotic Subretinal Injection
    4 citations · 2024
  9. 9
    Exploring the Needle Tip Interaction Force with Retinal Tissue Deformation in Vitreoretinal Surgery
    4 citations · 2024
  10. 10
    PKC-RCM: Preoperative Kinematic Calibration for Enhancing RCM Accuracy in Automatic Vitreoretinal Robotic Surgery
    4 citations · 2023

Key Collaborators

NNNassir Navab13 shared papersMAM. Ali Nasseri10 shared papersSDShervin Dehghani10 shared papersPGPeter Gehlbach9 shared papersIIIulian Iordachita9 shared papersPZPeiyao Zhang6 shared papersBBBenjamin Busam4 shared papersMEMojtaba Esfandiari3 shared papersDADemir Arikan3 shared papersKHKai Huang2 shared papersAMAlejandro Martin‐Gomez2 shared papersRHRussell H. Taylor2 shared papersJYJunjie Yang2 shared papersAAAlireza Alikhani2 shared papersNBNikola Budjakoski1 shared papersDSDominik Schneider1 shared papersMMMathias Maier1 shared papersMSMehrdad Salehi1 shared papersRHRussel H. Taylor1 shared papersSISatoshi Inagaki1 shared papers
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