Concepedia

Zhen-Liang Ni

ZN

15

Publications

532

Citations

13

H-Index

2019

Active since

Affiliations

Chinese Academy of Sciences(Current)

University of Chinese Academy of Sciences

Shandong Institute of Automation

Beijing Academy of Artificial Intelligence

Center for Excellence in Brain Science and Intelligence Technology

Zhen-Liang Ni is an author at Chinese Academy of Sciences specializing in engineering, deep learning, and image analysis.

Top concepts

EngineeringDeep LearningImage AnalysisMachine VisionComputer VisionMedical Image ComputingSurgeryMedical ImagingMachine LearningImage Segmentation

Publications per year

2019–2023

15

Publications

15

Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge

Tobias Roß, Annika Reinke, Peter M. Full et al. · Medical Image Analysis · 2020 · 88 citations · Full text

RASNet: Segmentation for Tracking Surgical Instruments in Surgical Videos Using Refined Attention Segmentation Network

Zhen-Liang Ni, Gui‐Bin Bian, Xiao‐Liang Xie et al. · 2019 · 66 citations

Convolutional Neural Network, Medical Image Segmentation, Engineering +21

Attention-Guided Lightweight Network for Real-Time Segmentation of Robotic Surgical Instruments

Zhen-Liang Ni, Gui‐Bin Bian, Zeng‐Guang Hou et al. · 2020 · 58 citations

Geometric Learning, Convolutional Neural Network, Engineering +25

SurgiNet: Pyramid Attention Aggregation and Class-wise Self-Distillation for Surgical Instrument Segmentation

Zhen-Liang Ni, Xiao-Hu Zhou, Guan-An Wang et al. · Medical Image Analysis · 2021 · 52 citations

Surgical Instrument Segmentation, Class-wise Self-distillation, Image Analysis +13

Pyramid Attention Aggregation Network for Semantic Segmentation of Surgical Instruments

Zhen-Liang Ni, Gui‐Bin Bian, Guan-An Wang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 44 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22

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