Yueming Jin

Chinese University of Hong Kong, National University of Singapore, University College London, Wellcome / EPSRC Centre for Interventional and Surgical Sciences, Chinese University of Hong Kong, Shenzhen, Shenzhen Institutes of Advanced Technology, Chongqing Jiaotong University

Papers

37

Total Citations

925

H-Index

18

About

No biography available yet.

Research Focus

Computer science35 · 922 citations
Artificial intelligence35 · 922 citations
Machine learning23 · 670 citations
Computer vision25 · 651 citations
Segmentation19 · 598 citations
Image segmentation9 · 440 citations
Robot15 · 348 citations
Frame (networking)13 · 303 citations
Surgical instrument6 · 228 citations
Pattern recognition (psychology)9 · 211 citations
Leverage (statistics)6 · 191 citations
Task (project management)9 · 187 citations

Key Achievements

18
H-Index
37
Papers
925
Total Citations
25
Avg Citations/Paper
🏆 Most Cited Paper
Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery Video
120 citations · 2019
📈 Most Prolific Year: 2021 (11 Papers)
🤝 Key Collaborators: 168
🏛 Institutions: Chinese University of Hong Kong, National University of Singapore, University College London, Wellcome / EPSRC Centre for Interventional and Surgical Sciences, Chinese University of Hong Kong, Shenzhen, Shenzhen Institutes of Advanced Technology

Top Papers

  1. 1
    Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery Video
    120 citations · 2019
  2. 2
    Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark
    96 citations · 2023
  3. 3
    Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge
    89 citations · 2020
  4. 4
    Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree Search
    52 citations · 2020
  5. 5
    Video-Instrument Synergistic Network for Referring Video Instrument Segmentation in Robotic Surgery
    50 citations · 2024
  6. 6
    TraSeTR: Track-to-Segment Transformer with Contrastive Query for Instance-level Instrument Segmentation in Robotic Surgery
    39 citations · 2022
  7. 7
    Relational Graph Learning on Visual and Kinematics Embeddings for Accurate Gesture Recognition in Robotic Surgery
    39 citations · 2021
  8. 8
    Toward Image-Guided Automated Suture Grasping Under Complex Environments: A Learning-Enabled and Optimization-Based Holistic Framework
    39 citations · 2021
  9. 9
    Learning Motion Flows for Semi-supervised Instrument Segmentation from Robotic Surgical Video
    36 citations · 2020
  10. 10
    Deform3DGS: Flexible Deformation for Fast Surgical Scene Reconstruction with Gaussian Splatting
    36 citations · 2024

Key Collaborators

PHPheng‐Ann Heng27 shared papersQDQi Dou24 shared papersZZZixu Zhao10 shared papersYLYunhui Liu8 shared papersBLBo Lu8 shared papersXGXiaojie Gao7 shared papersMSMichael Stenzel4 shared papersITIsabell Twick4 shared papersJLJon Lindström Bolmgren4 shared papersEHEnes Hosgor4 shared papersBPBeat P. Müller‐Stich4 shared papersMWMartin Wagner4 shared papersARAnnika Reinke4 shared papersSBSebastian Bodenstedt4 shared papersSSStefanie Speidel4 shared papersEBEvangelos B. Mazomenos4 shared papersYLYonghao Long4 shared papersKKKadir Kirtac4 shared papersLMLena Maier‐Hein3 shared papersXSXueying Shi3 shared papers
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