Stamatia Giannarou

Imperial College London, Wolfson Foundation

Papers

26

Total Citations

830

H-Index

12

About

No biography available yet.

Research Focus

Artificial intelligence26 · 830 citations
Computer science25 · 760 citations
Robot13 · 503 citations
Computer vision19 · 393 citations
Robotic surgery4 · 372 citations
Surgical robot5 · 323 citations
Human–computer interaction4 · 318 citations
Machine learning3 · 293 citations
Workflow3 · 283 citations
Context (archaeology)3 · 273 citations
Psychology3 · 272 citations
Medicine10 · 268 citations

Key Achievements

12
H-Index
26
Papers
830
Total Citations
32
Avg Citations/Paper
🏆 Most Cited Paper
Surgical robotics beyond enhanced dexterity instrumentation: a survey of machine learning techniques and their role in intelligent and autonomous surgical actions
238 citations · 2015
📈 Most Prolific Year: 2022 (4 Papers)
🤝 Key Collaborators: 117
🏛 Institutions: Imperial College London, Wolfson Foundation

Top Papers

  1. 1
    Surgical robotics beyond enhanced dexterity instrumentation: a survey of machine learning techniques and their role in intelligent and autonomous surgical actions
    238 citations · 2015
  2. 2
    Probabilistic Tracking of Affine-Invariant Anisotropic Regions
    90 citations · 2012
  3. 3
    MAMMOBOT: A Miniature Steerable Soft Growing Robot for Early Breast Cancer Detection
    74 citations · 2021
  4. 4
    Ethical implications of AI in robotic surgical training: A Delphi consensus statement
    70 citations · 2021
  5. 5
    From medical images to minimally invasive intervention: Computer assistance for robotic surgery
    69 citations · 2009
  6. 6
    VisionBlender: a tool to efficiently generate computer vision datasets for robotic surgery
    62 citations · 2020
  7. 7
    Simultaneous Depth Estimation and Surgical Tool Segmentation in Laparoscopic Images
    37 citations · 2022
  8. 8
    Context aware decision support in neurosurgical oncology based on an efficient classification of endomicroscopic data
    32 citations · 2018
  9. 9
    Affine-invariant anisotropic detector for soft tissue tracking in minimally invasive surgery
    24 citations · 2009
  10. 10
    SurgT challenge: Benchmark of soft-tissue trackers for robotic surgery
    23 citations · 2023

Key Collaborators

GYGuang‐Zhong Yang7 shared papersHXHaozheng Xu6 shared papersAWAlistair Weld6 shared papersJCJoão Cartucho6 shared papersCXChi Xu5 shared papersDSDaniel S. Elson5 shared papersSCSophie Camp3 shared papersSTSamyakh Tukra3 shared papersGAGiulio Anichini3 shared papersMVMarco Visentini-Scarzanella3 shared papersDSDanail Stoyanov3 shared papersLDLuke Dixon3 shared papersDSDavid S. Tuch2 shared papersEVEmmanuel Vander Poorten2 shared papersARAlfie Roddan2 shared papersBHBaoru Huang2 shared papersKVKunal Vyas2 shared papersLSLee Su-Lin2 shared papersYKYohannes Kassahun2 shared papersANAnh Nguyen2 shared papers
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