Zhen-Liang Ni

Shandong Institute of Automation, German Cancer Research Center, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Beijing Academy of Artificial Intelligence

Papers

12

Total Citations

485

H-Index

8

About

No biography available yet.

Research Focus

Computer science12 · 485 citations
Artificial intelligence12 · 485 citations
Segmentation10 · 475 citations
Computer vision9 · 349 citations
Pattern recognition (psychology)6 · 317 citations
Dice4 · 229 citations
Scale-space segmentation3 · 188 citations
Image segmentation3 · 188 citations
Machine learning4 · 182 citations
Discriminative model2 · 150 citations
Boosting (machine learning)2 · 150 citations
Encoder3 · 139 citations

Key Achievements

8
H-Index
12
Papers
485
Total Citations
40
Avg Citations/Paper
🏆 Most Cited Paper
RAUNet: Residual Attention U-Net for Semantic Segmentation of Cataract Surgical Instruments
126 citations · 2019
📈 Most Prolific Year: 2019 (4 Papers)
🤝 Key Collaborators: 74
🏛 Institutions: Shandong Institute of Automation, German Cancer Research Center, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Beijing Academy of Artificial Intelligence

Top Papers

  1. 1
    RAUNet: Residual Attention U-Net for Semantic Segmentation of Cataract Surgical Instruments
    126 citations · 2019
  2. 2
    Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge
    89 citations · 2020
  3. 3
    RASNet: Segmentation for Tracking Surgical Instruments in Surgical Videos Using Refined Attention Segmentation Network
    66 citations · 2019
  4. 4
    Attention-Guided Lightweight Network for Real-Time Segmentation of Robotic Surgical Instruments
    60 citations · 2020
  5. 5
    SurgiNet: Pyramid Attention Aggregation and Class-wise Self-Distillation for Surgical Instrument Segmentation
    55 citations · 2021
  6. 6
    Robust Medical Instrument Segmentation Challenge 2019
    33 citations · 2020
  7. 7
    RAUNet: Residual Attention U-Net for Semantic Segmentation of Cataract Surgical Instruments
    24 citations · 2019
  8. 8
    RASNet: Segmentation for Tracking Surgical Instruments in Surgical Videos Using Refined Attention Segmentation Network
    13 citations · 2019
  9. 9
    A Real-Time Multi-Task Framework for Guidewire Segmentation and Endpoint Localization in Endovascular Interventions
    7 citations · 2021
  10. 10
    A Multilayer-Multimodal Fusion Architecture for Pattern Recognition of Natural Manipulations in Percutaneous Coronary Interventions
    5 citations · 2020

Key Collaborators

ZHZeng‐Guang Hou12 shared papersYZYan-Jie Zhou10 shared papersGBGui‐Bin Bian9 shared papersXZXiao-Hu Zhou8 shared papersXXXiao‐Liang Xie8 shared papersRLRuiqi Li5 shared papersCFChen-Chen Fan3 shared papersSLShi-Qi Liu3 shared papersTJTingting Jiang2 shared papersSLStefan Leger2 shared papersSSStefanie Speidel2 shared papersPGPatrick Godau2 shared papersPHPheng‐Ann Heng2 shared papersLWLiansheng Wang2 shared papersLMLena Maier‐Hein2 shared papersITIsabell Twick2 shared papersRSRuohua Shi2 shared papersZLZhixuan Li2 shared papersPHPål Halvorsen2 shared papersDGDong Guo2 shared papers
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