Matthew J. Clarkson

Wellcome / EPSRC Centre for Interventional and Surgical Sciences, King's College Hospital, Hawassa University, The London College

Papers

7

Total Citations

195

H-Index

4

About

No biography available yet.

Research Focus

Artificial intelligence7 · 195 citations
Computer science7 · 195 citations
Segmentation2 · 170 citations
Machine learning2 · 158 citations
Gesture recognition2 · 158 citations
Gesture2 · 158 citations
Pattern recognition (psychology)2 · 158 citations
Discriminative model2 · 158 citations
Field (mathematics)1 · 152 citations
Parsing1 · 152 citations
Feature extraction1 · 152 citations
Feature (linguistics)1 · 152 citations

Key Achievements

4
H-Index
7
Papers
195
Total Citations
28
Avg Citations/Paper
🏆 Most Cited Paper
Gesture Recognition in Robotic Surgery: A Review
152 citations · 2021
📈 Most Prolific Year: 2024 (3 Papers)
🤝 Key Collaborators: 30
🏛 Institutions: Wellcome / EPSRC Centre for Interventional and Surgical Sciences, King's College Hospital, Hawassa University, The London College

Top Papers

  1. 1
    Gesture Recognition in Robotic Surgery: A Review
    152 citations · 2021
  2. 2
    Surgical-DeSAM: decoupling SAM for instrument segmentation in robotic surgery
    18 citations · 2024
  3. 3
    <title>Multiple 2D video/3D medical image registration algorithm</title>
    7 citations · 2000
  4. 4
    Multi-Task Recurrent Neural Network for Surgical Gesture Recognition and Progress Prediction
    6 citations · 2020
  5. 5
    DARES: Depth Anything in Robotic Endoscopic Surgery with Self-supervised Vector-LoRA of the Foundation Model
    4 citations · 2025
  6. 6
    Long-term reprojection loss for self-supervised monocular depth estimation in endoscopic surgery
    4 citations · 2024
  7. 7
    Automated surgical skill assessment in endoscopic pituitary surgery using real‐time instrument tracking on a high‐fidelity bench‐top phantom
    4 citations · 2024

Key Collaborators

DSDanail Stoyanov4 shared papersSBSophia Bano3 shared papersMIMobarakol Islam3 shared papersBVBeatrice van Amsterdam2 shared papersDRDaniel Rueckert1 shared papersDHDavid Hill1 shared papersBCBeilei Cui1 shared papersCLChiara Lena1 shared papersLCLuca Carlini1 shared papersDCDaniel C. Alexander1 shared papersYSYuyang Sheng1 shared papersJHJohn Hanrahan1 shared papersDJDavid J. Hawkes1 shared papersMGMatthew Grech‐Sollars1 shared papersEBEvangelos B. Mazomenos1 shared papersZMZhehua Mao1 shared papersMBMikael Brudfors1 shared papersMMMattia Magro1 shared papersMXMiguel Xochicale1 shared papersXSXiaowei Shi1 shared papers
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