Mobarakol Islam

Wellcome / EPSRC Centre for Interventional and Surgical Sciences, National University of Singapore, Imperial College London, University College London, University College Hospital, NIHR Imperial Biomedical Research Centre, Hawassa University

Papers

38

Total Citations

701

H-Index

17

About

No biography available yet.

Research Focus

Artificial intelligence38 · 701 citations
Computer science38 · 701 citations
Computer vision29 · 611 citations
Machine learning23 · 459 citations
Segmentation17 · 357 citations
Feature (linguistics)11 · 238 citations
Pattern recognition (psychology)10 · 178 citations
Mathematics8 · 149 citations
Encoder5 · 139 citations
Image (mathematics)7 · 136 citations
Task (project management)5 · 125 citations
Human–computer interaction9 · 124 citations

Key Achievements

17
H-Index
38
Papers
701
Total Citations
18
Avg Citations/Paper
🏆 Most Cited Paper
Surgical-DINO: adapter learning of foundation models for depth estimation in endoscopic surgery
58 citations · 2024
📈 Most Prolific Year: 2023 (12 Papers)
🤝 Key Collaborators: 129
🏛 Institutions: Wellcome / EPSRC Centre for Interventional and Surgical Sciences, National University of Singapore, Imperial College London, University College London, University College Hospital, NIHR Imperial Biomedical Research Centre

Top Papers

  1. 1
    Surgical-DINO: adapter learning of foundation models for depth estimation in endoscopic surgery
    58 citations · 2024
  2. 2
    Endo-4DGS: Endoscopic Monocular Scene Reconstruction with 4D Gaussian Splatting
    45 citations · 2024
  3. 3
    Learning Where to Look While Tracking Instruments in Robot-Assisted Surgery
    44 citations · 2019
  4. 4
    Ultrasound needle segmentation and trajectory prediction using excitation network
    43 citations · 2020
  5. 5
    Learning and Reasoning with the Graph Structure Representation in Robotic Surgery
    43 citations · 2020
  6. 6
    SurgicalGPT: End-to-End Language-Vision GPT for Visual Question Answering in Surgery
    38 citations · 2023
  7. 7
    SAM Meets Robotic Surgery: An Empirical Study on Generalization, Robustness and Adaptation
    38 citations · 2023
  8. 8
    ST-MTL: Spatio-Temporal multitask learning model to predict scanpath while tracking instruments in robotic surgery
    38 citations · 2020
  9. 9
    AP-MTL: Attention Pruned Multi-task Learning Model for Real-time Instrument Detection and Segmentation in Robot-assisted Surgery
    32 citations · 2020
  10. 10
    Learning Domain Adaptation with Model Calibration for Surgical Report Generation in Robotic Surgery
    29 citations · 2021

Key Collaborators

HRHongliang Ren32 shared papersMXMengya Xu14 shared papersLSLalithkumar Seenivasan7 shared papersCMChwee Ming Lim7 shared papersAWAn Wang7 shared papersLBLong Bai6 shared papersLBLong Bai5 shared papersMJMatthew J. Clarkson3 shared papersGWGuankun Wang3 shared papersBCBeilei Cui3 shared papersDSDanail Stoyanov2 shared papersPHPheng‐Ann Heng2 shared papersYJYueming Jin2 shared papersVVVibashan VS2 shared papersYZYang Zhang2 shared papersJWJie Wang2 shared papersBGBen Glocker2 shared papersSBSophia Bano2 shared papersKCKexin Chen2 shared papersDCDaniel C. Alexander1 shared papers
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